1) IBM introduces its LinuxONE systems as highly secure and reliable platforms for running Linux applications at large scale. LinuxONE comes in two models, Emperor and Rockhopper.
2) LinuxONE provides enterprise-grade capabilities like fault tolerance, continuous availability, strong security and encryption. It can run thousands of Linux servers in virtual machines with high performance.
3) LinuxONE is suited for mission critical applications and large-scale deployments due to its security, reliability and ability to scale efficiently without disruption.
Virtualization originated from mainframe technology in the 1960s where mainframe computers were split into multiple virtual machines to run tasks independently. In the 1990s and 2000s, companies ran one application per physical server leading to inefficient utilization and high costs. Virtualization software allows multiple virtual machines to run on a single physical server, improving utilization and reducing costs while maintaining isolation between virtual machines. Virtualization provides benefits like reduced capital and operational expenses, high availability, rapid provisioning, and server consolidation.
Mobile cloud computing combines cloud computing and mobile networks to provide benefits to mobile users, network providers, and cloud providers. It allows resource-intensive tasks to be processed in the cloud rather than on mobile devices, extending battery life and improving storage and processing capabilities. Key advantages include improving reliability and availability of data and services, enabling dynamic provisioning and scalability, and ease of integration. Several techniques for offloading computation and data to the cloud have been developed. Open issues include determining what tasks to offload, addressing low bandwidth constraints, and ensuring security and privacy when data and processing occur externally.
Virtualization allows multiple operating systems to run simultaneously on a single physical machine through the use of a hypervisor layer. It provides benefits like server consolidation, application consolidation, sandboxing, and mobility. The main technologies that enable virtualization are the hypervisor and virtual machines. Virtualization can be implemented through full virtualization, para-virtualization, software virtualization, or hardware virtualization. It has become a widely used technology in areas like desktops, servers, and cloud computing.
Virtualization allows multiple operating systems and applications to run on the same physical server at the same time. This increases hardware utilization and flexibility while reducing IT costs. VMware virtualization solutions can reduce energy costs by 80% through server consolidation and powering down unused servers without affecting applications or users. Virtualization makes hardware resources independent of operating systems and applications, treating them as single unified units that can be more easily deployed, maintained, and supported.
Hypervisors and Virtualization - VMware, Hyper-V, XenServer, and KVMvwchu
With co-presenter Maninder Singh, delivered a presentation about hypervisors and virtualization technology for an independent topic study project for the Operating System Design (EECS 4221) course at York University, Canada in October 2014.
Virtualization, briefly, is the separation of resources or requests for a service from the underlying physical delivery of that service. It is a concept in which access to a single underlying piece of hardware is coordinated so that multiple guest operating systems can share a single piece of hardware, with no guest operating system being aware that it is actually sharing anything at all.
The document provides an overview of various MySQL storage engines. It discusses key storage engines like MyISAM, InnoDB, MEMORY, and MERGE. It describes that storage engines manage how data tables are handled and each engine has its own advantages and purposes. The selection of a storage engine depends on the user's table type and purpose, considering factors like transactions, backups, and special features.
This document provides an introduction to virtualization. It defines virtualization as running multiple operating systems simultaneously on the same machine in isolation. A hypervisor is a software layer that sits between hardware and guest operating systems, allowing resources to be shared. There are two main types of hypervisors - bare-metal and hosted. Virtualization provides benefits like consolidation, redundancy, legacy system support, migration and centralized management. Key types of virtualization include server, desktop, application, memory, storage and network virtualization. Popular virtualization vendors for each type are also listed.
Cloud computing is a releasing individual and institutions from the traditional cvcle of buying-using-maintaining-upgrading IT resourcs - both hardware and software. Instead it is making IT resource accessible from anywhere and at proportions as required by the end user. Here is a brief introduction to this new transformation
This document introduces the Windows Server 2008 Hyper-V virtualization platform. It provides an overview of Hyper-V architecture and features such as isolation, security assumptions, and live migration capabilities. It also demonstrates how to install and manage Hyper-V through tools like Hyper-V Manager and Windows PowerShell. Finally, it discusses the role of System Center Virtual Machine Manager in providing a centralized management solution for virtualized environments.
The world’s information is doubling every two years. In 2011 the world created a staggering 1.8 zettabytes. By 2020 the world will generate 50 times the amount of information and 75 times the number of "information containers", while IT staff to manage it will grow less than 1.5 times. This session introduces students to various storage networking, & business continuity terminologies.
Virtualization allows the creation of virtual versions of servers, desktops, storage, and operating systems that can run simultaneously on a single physical machine. It provides benefits like consolidation of resources and isolation of systems. There are different types of virtualization including hardware, operating system, server, and storage virtualization. A hypervisor manages shared access to physical hardware resources and allows for the operation of multiple guest virtual machines on a single host machine. Machine imaging captures the state of a system to enable portability and deployment of virtual machines. Tools like VMware vSphere provide platforms for implementing virtualization and managing virtual infrastructures at large scale across servers, storage, and networks.
The document discusses clustering and high availability for Microsoft servers. It defines key clustering terms and describes four types of clustering: high performance computing, component load balancing, network load balancing, and server clustering. It provides an overview of clustering for Exchange Server and SQL Server, including requirements and configuration details.
Microsoft Azure is an ever-expanding set of cloud services to help your organization meet your business challenges. It’s the freedom to build, manage, and deploy applications on a massive, global network using your favorite tools and frameworks.
Productive
Reduce time to market, by delivering features faster with over 100 end-to-end services.
Hybrid
Develop and deploy where you want, with the only consistent hybrid cloud on the market. Extend Azure on-premises with Azure Stack.
Intelligent
Create intelligent apps using powerful data and artificial intelligence services.
Trusted
Join startups, governments, and 90 percent of Fortune 500 businesses who run on the Microsoft Cloud today.
Cloud computing refers to on-demand delivery of computing resources such as servers, storage, databases, networking, software and analytics over the internet. It provides flexibility and cost savings by allowing users to pay for only the resources they need. Virtualization is a key technology that allows multiple virtual machines to run on a single physical machine, improving utilization rates. The main cloud service models are infrastructure as a service (IaaS), platform as a service (PaaS) and software as a service (SaaS). Cloud computing provides many benefits including reduced costs, increased flexibility and scalability, and environmental benefits from more efficient data centers.
Cloud computing allows users to access software and store data on remote servers over the internet rather than locally on their own computers. It provides various services including infrastructure, platforms, and applications. Major cloud providers include Amazon Web Services which offers services like Amazon EC2 for scalable computing capacity in the cloud. Cloud computing provides advantages like reduced costs and time to access resources compared to maintaining one's own datacenter, but also risks around security and control over the infrastructure.
NAS (network-attached storage) allows clients to access files over a network. It uses file sharing protocols like NFS and CIFS to provide access to files stored on storage devices. NAS devices have benefits like centralized storage, simplified management, scalability, and security integration. They improve efficiency by allowing multiple servers and clients to access shared storage.
The document discusses the top 10 cloud service providers:
1. Amazon EC2 provides scalable computing resources that can be accessed over the internet and only pay for what is used.
2. Verizon offers vCloud Express which provides flexible and on-demand computing resources through an intuitive web console.
3. IBM provides private, hybrid, and public cloud solutions including infrastructure, platforms and software as a service.
It then briefly describes each of the top 10 providers and their key cloud computing offerings.
The document discusses different types of cloud infrastructure: private, public, and community. Private cloud infrastructure is operated solely for one organization, which may manage it themselves or use a third party, and it may exist on or off premises. Community cloud infrastructure is shared by several organizations within a specific community and supports shared concerns. Hybrid cloud infrastructure combines two or more cloud types that remain separate entities but are connected through technology enabling application portability. Public cloud infrastructure is available to the general public and owned by an organization selling cloud services.
The document discusses cloud computing, including its definition, deployment models (private, public, hybrid, community clouds), service models (IaaS, PaaS, SaaS), benefits (pay-as-you-go, flexibility, scalability, ease of use), and challenges (network reliability, security, vendor lock-in). It provides an overview of key topics within cloud computing.
That Linux has come a long way in the past 15 years is undeniable. It began as a system for small Web servers, and now it spans multiple hardware platforms to run enterprise workloads and technical workloads and to support a wide range of new workloads in social media, Web serving, and cloud computing.
LINUXONE Client Event 15 - 16 September 2015 in Montpellier (France)Luigi Tommaseo
The document invites the recipient to attend an IBM event on September 15-16, 2015 in Montpellier, France to explore workload consolidation on Linux and z Systems. The event will cover updates on LinuxONE and z Systems capabilities, use cases for consolidating traditional and open source workloads like Oracle Database and OpenStack, and strategies for cloud, analytics, mobile and security on z Systems. There is no conference fee but attendees must cover their own travel and accommodation.
This document discusses networking with Linux on IBM System z mainframes. It covers Linux network device drivers for System z including QETH, LCS, CTC(M) and NETIUCV. It also discusses configuring network devices on SUSE Linux Enterprise Server (SLES) and Red Hat Enterprise Linux (RHEL) distributions. Additional topics include channel bonding, VLANs, performance and troubleshooting. The document provides an example network configuration with multiple Linux systems communicating over different network interfaces like QETH, HiperSockets, OSA and LCS.
IBM eliminated 14,500 jobs in 2005, mostly in India, as part of a strategy to cut costs by moving jobs to "strategic low-cost geographies." The company also gave away some intellectual property and supported open-source software to increase its customer base and competitive advantage. While IT may remain complex, IBM believes customers will continue needing help solving business problems, so it aims to maintain its services business.
Excellent slides on the new z13s announced on 16th Feb 2016Luigi Tommaseo
The document discusses new features and capabilities of the IBM z13s mainframe system. Key points include:
- The z13s provides greater scale for Linux and z/OS workloads compared to previous models, with up to 2x increase in memory and I/O bandwidth.
- It features capabilities like simultaneous multi-threading, vector processing, faster encryption, and improved compression to accelerate analytics and security workloads.
- The system is designed to support hybrid cloud, blockchain, APIs, analytics, and security initiatives through integration with Linux on zSystems, IBM Cloud, and other platforms and services.
Hewlett Packard Corporation was founded in 1939 by Bill Hewlett and Dave Packard in a garage in Palo Alto, California. HP produces personal computing devices, enterprise servers, storage devices, and printers and imaging products. The document analyzes HP's strategy using various frameworks including SWOT analysis, BCG matrix, IE matrix, and QSPM to recommend the strategic option of horizontal integration for HP to pursue based on its strengths in a rapidly growing market.
Indonesia new default short msp client presentation partnership with isvPandu W Sastrowardoyo
- MSPs are increasingly becoming the new IT department as clients of all sizes shift their IT spend to third parties. This represents a revolution in the business of IT.
- Three major shifts are impacting organizations: the growth of systems of engagement through mobile and social, the need for systems of insight through big data analytics, and the need to optimize existing systems of record.
- IBM offers capabilities to help MSPs address these shifts and build new solutions and services around cloud, analytics, mobile management, social media, security, and sustainability to transform their business models and gain a competitive advantage.
Build end-to-end solutions with BlueMix, Avi Vizel & Ziv Dai, IBMCodemotion Tel Aviv
The document discusses IBM's cloud platform Bluemix. It provides an overview of Bluemix, describing it as an open platform for developing and hosting applications that simplifies tasks associated with managing infrastructure at internet scale. Bluemix is built on IBM's Cloud Operating Environment architecture using Cloud Foundry as an open source PaaS. It enables developers to rapidly build, deploy, and manage cloud applications while tapping into available services and runtimes provided by IBM and other ecosystem partners. The document outlines some key Bluemix concepts and components such as applications, services, organizations/spaces, and buildpacks.
Business success increasingly depends on
the ability to apply new and innovative
business models and supporting IT solutions
more quickly than one's competitors can. In
short, it requires an agile enterprise. Recent
advancements in cloud computing can provide
an enterprise with the essential capabilities it
needs to become an agile enterprise
Future of Power: Power Strategy and Offerings for Denmark - Steve SibleyIBM Danmark
IBM is promoting its Power Systems as optimized for big data, analytics, mobile, social, and cloud workloads. Key highlights include Power Systems providing a flexible, secure infrastructure to support next generation applications and analytics on big data. IBM also emphasizes partnerships with software vendors and the open innovation through the OpenPOWER consortium to deliver client choice and drive down costs.
The F5 Networks Application Services Reference Architecture (White Paper)F5 Networks
Build elastic, flexible application delivery fabrics that are ready to meet the challenges of optimizing and securing applications in a constantly evolving environment.
The F5 Networks Application Services Reference Architecture (White Paper)
This document provides an introduction to cloud native computing, including:
- Cloud native computing enables rapid application development and deployment at scale through distributed systems, automation, and other techniques.
- Traditional monolithic architectures are difficult to scale and maintain, while distributed systems improve availability, performance, and scalability through decomposition and parallelization.
- Cloud native platforms are built for distributed applications and provide automation, continuous deployment, efficient resource utilization, fault tolerance, security and scalability.
Reimagine Application Modernization with Serverless ArchitectureOpteamix LLC
Big Cloud service providers are investing millions of dollars and hours in developing Cloud-native and automation technologies to help their customers develop secure, smart, efficient, and scalable products and services with Serverless computing. Serverless architecture is being used to fast-track customer initiatives to support app modernization programs that accelerate the adoption of serverless technologies in legacy applications.
The article discusses SolarWinds' server monitoring software called Server & Application Monitor. Some key points:
- Server & Application Monitor is an agentless monitoring solution that provides visibility into server performance and applications without needing to install agents.
- It allows organizations to proactively monitor servers, detect issues, and resolve problems quickly. This helps move organizations from a reactive to a proactive environment.
- The software can monitor over 150 applications and servers from multiple vendors from a single console. It provides performance monitoring and alerts to prevent outages and optimize systems.
- A customer, Carlion Clinic, was able to replace their incompatible agent-based monitoring system with Server & Application Monitor and gain better insights into
The document introduces the new IBM z13 mainframe system. It was designed from the ground up to excel in three key areas: as the world's premier data and transaction engine for mobile transactions, to deliver real-time analytics at the point of impact, and to be the most efficient and trusted cloud system. The z13 is presented as transforming businesses by supporting growth in mobile transactions, insights from big data, and highly efficient and secure cloud infrastructures.
The document introduces the new IBM z13 mainframe system. It was designed from the ground up to excel in three key areas: as the world's premier data and transaction engine for mobile transactions, to deliver real-time analytics at the point of impact, and to be the most efficient and trusted cloud system. The z13 is presented as transforming businesses by supporting growth in mobile transactions, insights from big data, and highly efficient and secure cloud infrastructures.
The document introduces the new IBM z13 mainframe. It was designed from the ground up for digital business to excel in three areas: as the world's premier data and transaction engine for mobile; to deliver in-transaction analytics for real-time insights; and to be the most efficient and trusted cloud system. The z13 is presented as helping organizations address trends in cloud, big data, mobile, devops, and security by taking mainframe technologies to a new level.
The document introduces the new IBM z13 mainframe. It was designed from the ground up for digital business to excel in three areas: as the world's premier data and transaction engine for mobile; to deliver in-transaction analytics for real-time insights; and to be the most efficient and trusted cloud system transforming IT economics. The z13 is presented as having enhanced capabilities for supporting clients' cloud, big data, mobile, devops, and security initiatives.
Why z/OS is a Great Platform for Developing and Hosting APIsTeodoro Cipresso
z/OS Connect Enterprise Edition makes it possible to create new value by enabling the creation of APIs that bring together multiple, disparate, z subsystem assets.
CWIN17 Utrecht / cg u services - frank van der walCapgemini
The document discusses building blocks for digital transformation, including cloud infrastructure, artificial intelligence, data tools, and targeted applications. It recommends an architecture that is engineered for distribution, using microservices that can be deployed independently and communicate through APIs. The challenges of a microservices architecture include maintenance due to varied skills required, latency from network hops, data sharing between services, and manageability of a network of services. Digital transformation creates both digital and enterprise IT that require different approaches to exploration and security. An integration reference architecture is proposed with systems of engagement, integration layers, and systems of record.
Modern productivity solutions for a modern governmentDeneys Minne
Modernizing legacy applications and developing new applications on a consistent platform allows organizations to deliver applications faster, extend capabilities to mobile devices, and deploy applications both on-premises and in the cloud. Microsoft offers a range of tools including Azure, Office 365, and Dynamics to help organizations rationalize their application portfolio, develop modern applications, and modernize legacy applications. These tools provide capabilities like configurable dashboards, workflow automation, integration with other Microsoft products, legacy system integration, security, and accessibility.
z Systems redefining Enterprise IT for digital business - Alain PoquillonNRB
IBM z Systems with the new z13 is the backbone infrastructure for the evolving digital era. Built on over 50 years of experience and billions of dollars in developing leading-edge technology, it is at the forefront of modern Information Technology. On different domains. Mr. Poquillon illustrates IBMs’ z13 pre-eminence by highlighting its assets such as its shared-everything approach and centralized management of resources that make it naturally fit for cloud; its hybrid transaction/analytics processing capabilities that provide real-time analytics more efficiently to in-process transactional data, and finally its ability to provide the scale and performance a business needs to survive the mobile and social onslaught.
How API Enablement Drives Legacy ModernizationMuleSoft
For many organizations, legacy systems’ integration challenges have increased costs and slowed innovation. Learn how Infosys and MuleSoft partner to address these challenges through API enablement - accelerating project delivery speed while reducing costs through pre-fabricated frameworks and solutions.
Secure, Strengthen, Automate, and Scale Modern Workloads with Red Hat & NGINXNGINX, Inc.
Learn how to support your application delivery – no matter where you are on the journey from monolithic apps to microservices.
Join this webinar to learn:
- About important considerations around digital innovation in FSI
- How to leverage automation and Ansible to deliver apps faster
- About keys to delivering modern apps securely and reliably anywhere
- How OpenShift takes the complexity out of containers
https://www.nginx.com/resources/webinars/secure-strengthen-automate-scale-modern-workloads-with-red-hat-nginx/
Ibm symp14 referenten_mike storzer_frank heimes_why infrastructure matters fo...IBM Switzerland
1) Infrastructure is important for cloud/consolidation, analytics/big data, mobile/social, and security as it allows organizations to improve IT economics through efficiency, handle large data volumes to drive insights, revolutionize information sharing, and ensure secure transactions.
2) CEO studies show technology is the most important external factor impacting organizations. Infrastructure matters because it supports business outcomes related to efficiency, agility, responsiveness, insights, innovation, and collaboration while ensuring security.
3) IBM infrastructure solutions provide capabilities for efficiency, availability, responsiveness, security, and supporting analytics and big data, cloud, and mobile to help organizations achieve business outcomes.
El documento describe el sistema de almacenamiento flash IBM FlashSystem V9000, que ofrece alto rendimiento, baja latencia y gran eficiencia gracias a la tecnología IBM FlashCore. El sistema puede almacenar hasta 32 petabytes de datos y virtualizar otros arrays de almacenamiento. Está diseñado para aplicaciones activas que requieren acceso rápido a datos y puede aumentar la capacidad efectiva del almacenamiento flash hasta cinco veces mediante compresión en tiempo real.
The document discusses IBM's LinuxONE platform for running Linux workloads. It introduces the IBM LinuxONE Emperor system, which:
- Can run up to 8,000 virtual Linux servers on a single system with 141 configurable cores, providing high performance and scalability.
- Offers exceptional availability, security, and reliability for critical applications through features like redundancy, isolation of virtual servers, and dedicated cryptographic coprocessors.
- Provides a highly efficient, flexible infrastructure that lowers costs compared to other solutions through high utilization rates, rapid provisioning, and reduced management needs.
Este documento promueve los beneficios de Linux en sistemas Power para acelerar la innovación y las soluciones empresariales. Linux en Power permite obtener nuevas fuentes de ingresos, soluciones críticas y oportunidades de negocio al procesar tareas en minutos en lugar de días. Esto acelera el desarrollo de productos y la toma de decisiones comerciales 73 veces más rápido con el doble del rendimiento en comparación con los servidores x86.
Ibm systems-sap hana-whitepaperm-kedits-finalDiego Rodriguez
Los servidores IBM Power Systems ofrecen los niveles
necesarios de resiliencia y desempeño para dar soporte a las
exigentes cargas de trabajo SAP HANA.
The document discusses IBM's LinuxONE system for running Linux workloads. It introduces the IBM LinuxONE Emperor system, which:
- Can run up to 8,000 virtual Linux servers on a single system with 141 configurable cores, providing high performance and scalability.
- Offers exceptional availability, security, and reliability for critical applications through features like redundancy, fault tolerance, and dedicated cryptographic processors.
- Provides an efficient, flexible infrastructure that allows organizations to run Linux workloads at lower cost compared to other solutions like public cloud.
“The Zato Health software platform for data
liquidity and system interoperability will accelerate benefits to patients, providers, and payers from next generation medical record processing, automated coding, and reporting of quality measures leveraging the uniquely efficient and cost effective architecture of IBM POWER8 servers.”
El documento describe las características del sistema de almacenamiento IBM Storwize V7000, incluyendo su capacidad de almacenamiento modular y optimizado para flash, compresión de datos con aceleración por hardware, y compatibilidad con datos de archivo y bloque. El sistema proporciona virtualización de datos, compresión en tiempo real hasta de un 80%, y una plataforma de hardware escalable de alto rendimiento con hasta 2 petabytes de capacidad.
Ibm storwize v7000 unified and storwize v7000 storage systemsDiego Rodriguez
The document discusses IBM's Storwize V7000 storage system which provides data compression and performance guarantees to help enterprises gain business insights from their data more efficiently. The Storwize V7000 offers hardware-accelerated IBM Real-time Compression to reduce storage costs by up to half and improve performance for compressed data. It also provides scalability of up to 6PB, 64 processor cores, 12Gbps SAS and 16Gbps FC connectivity, and up to 512GB of cache. The Storwize V7000 is presented as transforming the economics of data storage for enterprises with its power and scalability.
packageFor certain workloads and environments: Consolidation on large virtualized servers raises utilization, reduces core requirements, and lowers cost per workload
El documento describe el sistema de almacenamiento IBM Storwize V7000, que ofrece almacenamiento modular optimizado para flash y virtualizado para satisfacer las necesidades cambiantes de las empresas. Utiliza software de virtualización que permite aislar las aplicaciones del almacenamiento físico. Incluye características como compresión de datos en tiempo real con aceleración por hardware, almacenamiento en capas automatizado, y duplicación remota que mejora el uso de la red. El sistema proporciona un alto rendimiento, eficiencia y facilidad de uso para empresas de todos
The document summarizes the advantages of IBM LinuxONE systems over traditional x86 servers for running Linux workloads. LinuxONE systems provide massive scale with high performance, throughput, and security across many workloads like MongoDB, Docker containers, and virtual machines. They also have significantly lower total cost of ownership compared to solutions on x86 servers due to higher utilization rates and lower management costs.
The document discusses how the IBM Storwize family of storage solutions provides the necessary infrastructure for business analytics. It notes that analytics has become a top priority for organizations and that data is growing exponentially. The Storwize family delivers efficiency, performance, resiliency, scalability and other features needed to support analytics workloads through capabilities like compression, flash storage acceleration, and high availability. It includes a quote from a customer that discusses how the Storwize technology allows them to process more data and gain insights not possible with their prior system.
Este documento proporciona información sobre el sistema Power System S822LC de IBM para computación de alto rendimiento. El S822LC ofrece un potente procesador POWER8, almacenamiento y E/S de alta velocidad, y una arquitectura optimizada para análisis de grandes cantidades de datos. El sistema puede ampliarse desde un solo bastidor hasta cientos para satisfacer las necesidades de cargas de trabajo variables y cuenta con características de fiabilidad, disponibilidad y servicio.
The IBM Storwize V5000 is a hybrid storage solution that provides improved performance, virtualization capabilities, and flexibility. It includes functions like compression and tiering to boost efficiency and performance. The Storwize V5000 comes in three models and can scale up to 504 drives to store large amounts of data, while protecting data through features such as encryption, replication, and migration.
Este documento presenta el sistema Power System S822LC de IBM, diseñado para procesamiento de grandes cantidades de datos. El sistema ofrece procesadores POWER8 de alta densidad, aceleradores y memoria rápida para análisis avanzados de big data. El S822LC proporciona un diseño modular que permite ampliar la capacidad de procesamiento y almacenamiento de forma escalable.
Ibm storwize v7000 unified and storwize v7000 storage systemsDiego Rodriguez
The document discusses IBM's Storwize V7000 storage system which offers several benefits for enterprises dealing with large volumes of data. It reduces storage costs by up to half through hardware-accelerated IBM Real-time Compression. The system also improves performance for compressed data and provides scalability of up to 6PB and 64 cores. It connects with up to 64 FC ports and has cache of up to 512GB to help transform the economics of data storage for organizations.
El nuevo IBM Storwize V5000, basado en el software IBM Spectrum Virtualize, incluye una solución de almacenamiento híbrido, fácil de utilizar y altamente flexible, que proporciona un rendimiento mejorado y soporte empresarial.
El documento describe cómo la innovación abierta, mediante la colaboración y creación en comunidad, permite resolver problemas utilizando conocimiento y datos existentes para asegurar la accesibilidad para todos. La innovación abierta requiere colaboración abierta a través de las capas de TI para buscar avances conjuntos sin duplicar esfuerzos. IBM ha contribuido a proyectos de código abierto como Linux y ha liderado asociaciones para crear una fuente continua de innovación tecnológica como la Fundación OpenPower.
Blockchain technology is transforming industries and reshaping the way we conduct business, manage data, and secure transactions. Whether you're new to blockchain or looking to deepen your knowledge, our guidebook, "Blockchain for Dummies", is your ultimate resource.
Sustainability requires ingenuity and stewardship. Did you know Pigging Solutions pigging systems help you achieve your sustainable manufacturing goals AND provide rapid return on investment.
How? Our systems recover over 99% of product in transfer piping. Recovering trapped product from transfer lines that would otherwise become flush-waste, means you can increase batch yields and eliminate flush waste. From raw materials to finished product, if you can pump it, we can pig it.
How RPA Help in the Transportation and Logistics Industry.pptxSynapseIndia
Revolutionize your transportation processes with our cutting-edge RPA software. Automate repetitive tasks, reduce costs, and enhance efficiency in the logistics sector with our advanced solutions.
An invited talk given by Mark Billinghurst on Research Directions for Cross Reality Interfaces. This was given on July 2nd 2024 as part of the 2024 Summer School on Cross Reality in Hagenberg, Austria (July 1st - 7th)
Comparison Table of DiskWarrior Alternatives.pdfAndrey Yasko
To help you choose the best DiskWarrior alternative, we've compiled a comparison table summarizing the features, pros, cons, and pricing of six alternatives.
Fluttercon 2024: Showing that you care about security - OpenSSF Scorecards fo...Chris Swan
Have you noticed the OpenSSF Scorecard badges on the official Dart and Flutter repos? It's Google's way of showing that they care about security. Practices such as pinning dependencies, branch protection, required reviews, continuous integration tests etc. are measured to provide a score and accompanying badge.
You can do the same for your projects, and this presentation will show you how, with an emphasis on the unique challenges that come up when working with Dart and Flutter.
The session will provide a walkthrough of the steps involved in securing a first repository, and then what it takes to repeat that process across an organization with multiple repos. It will also look at the ongoing maintenance involved once scorecards have been implemented, and how aspects of that maintenance can be better automated to minimize toil.
How Social Media Hackers Help You to See Your Wife's Message.pdfHackersList
In the modern digital era, social media platforms have become integral to our daily lives. These platforms, including Facebook, Instagram, WhatsApp, and Snapchat, offer countless ways to connect, share, and communicate.
Implementations of Fused Deposition Modeling in real worldEmerging Tech
The presentation showcases the diverse real-world applications of Fused Deposition Modeling (FDM) across multiple industries:
1. **Manufacturing**: FDM is utilized in manufacturing for rapid prototyping, creating custom tools and fixtures, and producing functional end-use parts. Companies leverage its cost-effectiveness and flexibility to streamline production processes.
2. **Medical**: In the medical field, FDM is used to create patient-specific anatomical models, surgical guides, and prosthetics. Its ability to produce precise and biocompatible parts supports advancements in personalized healthcare solutions.
3. **Education**: FDM plays a crucial role in education by enabling students to learn about design and engineering through hands-on 3D printing projects. It promotes innovation and practical skill development in STEM disciplines.
4. **Science**: Researchers use FDM to prototype equipment for scientific experiments, build custom laboratory tools, and create models for visualization and testing purposes. It facilitates rapid iteration and customization in scientific endeavors.
5. **Automotive**: Automotive manufacturers employ FDM for prototyping vehicle components, tooling for assembly lines, and customized parts. It speeds up the design validation process and enhances efficiency in automotive engineering.
6. **Consumer Electronics**: FDM is utilized in consumer electronics for designing and prototyping product enclosures, casings, and internal components. It enables rapid iteration and customization to meet evolving consumer demands.
7. **Robotics**: Robotics engineers leverage FDM to prototype robot parts, create lightweight and durable components, and customize robot designs for specific applications. It supports innovation and optimization in robotic systems.
8. **Aerospace**: In aerospace, FDM is used to manufacture lightweight parts, complex geometries, and prototypes of aircraft components. It contributes to cost reduction, faster production cycles, and weight savings in aerospace engineering.
9. **Architecture**: Architects utilize FDM for creating detailed architectural models, prototypes of building components, and intricate designs. It aids in visualizing concepts, testing structural integrity, and communicating design ideas effectively.
Each industry example demonstrates how FDM enhances innovation, accelerates product development, and addresses specific challenges through advanced manufacturing capabilities.
RPA In Healthcare Benefits, Use Case, Trend And Challenges 2024.pptxSynapseIndia
Your comprehensive guide to RPA in healthcare for 2024. Explore the benefits, use cases, and emerging trends of robotic process automation. Understand the challenges and prepare for the future of healthcare automation
INDIAN AIR FORCE FIGHTER PLANES LIST.pdfjackson110191
These fighter aircraft have uses outside of traditional combat situations. They are essential in defending India's territorial integrity, averting dangers, and delivering aid to those in need during natural calamities. Additionally, the IAF improves its interoperability and fortifies international military alliances by working together and conducting joint exercises with other air forces.
Paradigm Shifts in User Modeling: A Journey from Historical Foundations to Em...Erasmo Purificato
Slide of the tutorial entitled "Paradigm Shifts in User Modeling: A Journey from Historical Foundations to Emerging Trends" held at UMAP'24: 32nd ACM Conference on User Modeling, Adaptation and Personalization (July 1, 2024 | Cagliari, Italy)
Quantum Communications Q&A with Gemini LLM. These are based on Shannon's Noisy channel Theorem and offers how the classical theory applies to the quantum world.
UiPath Community Day Kraków: Devs4Devs ConferenceUiPathCommunity
We are honored to launch and host this event for our UiPath Polish Community, with the help of our partners - Proservartner!
We certainly hope we have managed to spike your interest in the subjects to be presented and the incredible networking opportunities at hand, too!
Check out our proposed agenda below 👇👇
08:30 ☕ Welcome coffee (30')
09:00 Opening note/ Intro to UiPath Community (10')
Cristina Vidu, Global Manager, Marketing Community @UiPath
Dawid Kot, Digital Transformation Lead @Proservartner
09:10 Cloud migration - Proservartner & DOVISTA case study (30')
Marcin Drozdowski, Automation CoE Manager @DOVISTA
Pawel Kamiński, RPA developer @DOVISTA
Mikolaj Zielinski, UiPath MVP, Senior Solutions Engineer @Proservartner
09:40 From bottlenecks to breakthroughs: Citizen Development in action (25')
Pawel Poplawski, Director, Improvement and Automation @McCormick & Company
Michał Cieślak, Senior Manager, Automation Programs @McCormick & Company
10:05 Next-level bots: API integration in UiPath Studio (30')
Mikolaj Zielinski, UiPath MVP, Senior Solutions Engineer @Proservartner
10:35 ☕ Coffee Break (15')
10:50 Document Understanding with my RPA Companion (45')
Ewa Gruszka, Enterprise Sales Specialist, AI & ML @UiPath
11:35 Power up your Robots: GenAI and GPT in REFramework (45')
Krzysztof Karaszewski, Global RPA Product Manager
12:20 🍕 Lunch Break (1hr)
13:20 From Concept to Quality: UiPath Test Suite for AI-powered Knowledge Bots (30')
Kamil Miśko, UiPath MVP, Senior RPA Developer @Zurich Insurance
13:50 Communications Mining - focus on AI capabilities (30')
Thomasz Wierzbicki, Business Analyst @Office Samurai
14:20 Polish MVP panel: Insights on MVP award achievements and career profiling
The Rise of Supernetwork Data Intensive ComputingLarry Smarr
Invited Remote Lecture to SC21
The International Conference for High Performance Computing, Networking, Storage, and Analysis
St. Louis, Missouri
November 18, 2021
20240704 QFM023 Engineering Leadership Reading List June 2024
Ibm linux one
1. IBM Systems
Jump start next
generation applications
with IBM LinuxONE
Leverage open technology solutions to meet the
demands of the new application economy
Introduction
Meet the demand for a new application economy
Mobile applications are truly becoming the primary face of many compa-
nies. If an organization’s mobile app is unreliable, or the user has a bad
experience, it will have a direct impact on the overall perception of that
company in the customer’s mind. For example, in 2015, there are more
than 7 billion mobile cellular subscriptions worldwide.1
Leading companies are seizing the opportunity to build, integrate and
support the next generation of applications. They’re using mobile, cloud
and big data analytics in new, more effective ways to drive better business
outcomes and competitive differentiation. To support these strategic
efforts, companies need a flexible and cost-efficient IT architecture to
gain the highest levels of reliability, security and performance.
Although many organizations have already made large investments in IT
systems to meet this demand, they can not afford to continually add
new servers and software licenses to keep pace with growth. Right now,
C-level IT leaders, infrastructure and operations executives, enterprise
and solution architects, developers, and more are exploring better ways
to strike the right balance between controlling cost, complexity and risk
while ensuring they have the agility to proactively deliver innovative
applications and services that drive competitive advantage and market-
place leadership.
2. 2
IBM Systems
As seen in Figure 1, many of the world’s most innovative orga-
nizations are using Linux and open source technology solutions
to deliver customer-facing, revenue-driving applications that
serve millions of customers, clients and citizens.
However, as Linux and open source deployments move from
niche projects to being more pervasive in the data center to
support the business, it is imperative that these applications be
fully supported by enterprise-grade capabilities such as nondis-
ruptive scalability, unparalleled availability and continuous data
protection. This is especially important for business-critical
applications—the solutions that support an entire organization
and require 24x7 availability.
For any business, outages impacting a business-critical applica-
tion or server infrastructure can be costly in terms of lost reve-
nue, missed opportunity and reduced employee productivity.
To a client’s customers, when applications become unavailable,
that loss of services can diminish the individual experience,
causing a negative effect on loyalty, potentially leading to
customer attrition. Meeting the demands of customers and
service-level agreements (SLAs) hinges on server reliability,
uptime and manageability. Having the right infrastructure
in place will provide an organization with agility and room
for growth.
Unleash the full potential of Linux with IBM LinuxONE.
Linux has been the world’s fastest growing server operating
systems for a number of years and is now a major player in the
global IT market. A Linux infrastructure has to be efficient,
secure, adaptive and integrated. It must be designed to handle
the explosive growth of mobile clients, be able to leverage vast
amounts of data, and provide deep, real-time insights at the
point for greatest business impact—all deployed within a secure
and resilient cloud-ready environment.
IBM clients rely on the enterprise-grade platform for Linux
technology as a trustful, reliable and highly secure system to
confidently deploy business-essential applications, optimize
operating costs and achieve seamless infrastructure growth.
Building on the successful experiences of thousands of customer
engagements and deployments, IBM has delivered a new port-
folio of systems, solutions and services called IBM LinuxONE.
IBM® LinuxONE™ systems and solutions provide users with
a flexible yet powerful infrastructure that helps ensure that
a business receives the performance, reliability, security and
processing power it needs to address increasingly sophisticated
and demanding application requirements.
OpenSourceusagebythenumbers
64%
50% of companies
say that more than half their
engineers are working on
open source projects
78% of
companies run on
Open Source 66%
39%
88%
of companies participate
in Open Source projects
Plan to start own external
OSS project
Source: Black Duck, 2015 Future of
Open Source Survey Results
47%
To release internal tools &
projects as OSS
53% Expect to reduce barriers
to employee participation
67% of companies
w/ > 5k employees
Of companies
build software
on Open
Source
Less than 3%
don’t use OSS
in any way
of companies
to increase
open source
contributions
in the next 2-3
years
Figure 1. The future of open source, Black Duck, 2015
3. 3
IBM Systems
Combining one of the industry’s most advanced, trusted and
high-performance systems for business-critical applications with
Linux technology, IBM LinuxONE offers you a solution that is:
●●
Open: Choose the tools and applications you love
●●
Flexible: Meet demand with virtually limitless scale
●●
Simple: Fewer servers, less complexity lower cost
●●
Efficient: Get unparalleled utilization and speed
●●
Trusted: Embedded security and services that never stop
IBM LinuxONE Emperor
The IBM LinuxONE Emperor™ system offers the necessary
capabilities and processing power to be that Linux infrastruc-
ture. It can protect sensitive transactions to minimize business
risk and client exposure, while providing the performance
needed to help deliver on service level agreements (SLAs).
IBM LinuxONE Emperor can provide exceptional customer
experience.
Scalability and performance
The IBM LinuxONE Emperor allows for a simple Linux infra-
structure approach. It is available with up to 141 configurable
cores for performance and scaling advantages, supporting
up to 8,000 virtual Linux servers on a single footprint.
That means that the virtualization capabilities in a single
IBM LinuxONE Emperor system can result in a less
complex Linux infrastructure with fewer components, less
management, less space requirements and lower software costs
than x86 servers. For compared environments, it is estimated
that a cloud environment on a IBM LinuxONE Emperor
will have a 32 percent lower total cost of ownership over three
years than an x86 Cloud and a 60 percent lower total cost of
ownership over three years than a public cloud.2
IBM LinuxONE is a responsive service delivery platform
capable of provisioning new virtual Linux servers in seconds.
The IBM LinuxONE environment allows users to share and
over-commit system resources to meet client expectations for
unlimited access to existing and new services. IBM LinuxONE
supports multiple Linux Distributions such as Red Hat
(RHEL), SUSE (SLES) and Canonical (Ubuntu). Virtualization
capabilities are delivered by KVM or IBM z/VM® hypervisors.
The OpenStack support for KVM and z/VM allows for cloud-
like management, with third-party tools such as by VMware
vRealize Automation.
4. 4
IBM Systems
Impressive scalability—horizontal and vertical—is provided by
the virtualization alternatives to fully exploit the Emperor
capabilities to meet mobile and analytic demands. It can run at
utilization rates as high as 100 percent for extended periods of
time, and users can scale capacity on demand. Having the Linux
environment all in one server also means less time is spent on
managing the Linux infrastructure.
IBM LinuxONE Emperor is based on the world’s fastest com-
mercial processor running at 5.0 GHz, along with its unique
cache design allows for massive I/O throughput. It provides
high availability in the memory subsystem using IBM’s proven
Redundant Array of Independent Memory (RAIM) technology.
Trustful, reliable and secure for less risk
Within a single footprint, an IBM LinuxONE Emperor is
designed to avoid or recover from failures to minimize business
disruptions. High availability is realized through component
reliability, redundancy and features that assist in providing
fault avoidance and tolerance, as well as permitting concurrent
maintenance and repair.
Intrinsic platform security provides privacy for transactions
and sensitive data, making the IBM LinuxONE Emperor a
securable enterprise application server and data vault. Each
IBM LinuxONE core has a dedicated cryptographic coproces-
sor that provides CP Assist for Cryptographic Function
(CPACF) to deliver cryptographic and hashing capabilities in
support of clear-key operations. Exclusive to CPACF is the
protected key support which provides the speed of processor
based cryptography while helping to keep sensitive keys private
from applications and the operating system.
The IBM LinuxONE Emperor also offers a cryptographic
acceleration feature, the Crypto Express5S, providing a state
of the art tamper resistant cryptographic coprocessor for
secure-key operations along with new hardware assists for
fast data encryption. The IBM LinuxONE Emperor
with Crypto Express5S offer asymmetric key support for con-
strained environments using hardware assisted Elliptic Curve
Cryptography (ECC), providing algorithms with much shorter
key lengths than RSA keys for similar cryptographic strength—
making ECC cryptography ideal for mobile and smartcards
where performance constraints may be a consideration.
The IBM LinuxONE Emperor is a highly securable commer-
cial server,3
built using groundbreaking technology organiza-
tions can trust. An organization can run many Linux virtual
servers concurrently, leveraging IBM LinuxONE Emperor
capabilities for isolating and protecting each Linux virtual
server as if they were running on physically separated servers.
Enterprise qualities of service
The IBM LinuxONE Emperor enables enterprise-grade Linux
that is more robust and trusted for critical workloads, and has
higher performance and throughput to deliver a lower cost per
transaction.
Resiliency analytics for IBM LinuxONE is designed to offer
near real-time diagnostics to help identifying potential prob-
lems in the Linux environment. It is an analytics solution exe-
cuted in firmware, which intelligently examines message logs
for potential inconsistencies or anomalies. With this capability,
organizations can address IT problems quickly, minimize avail-
ability lapses and intervene before IT problems become severe.
The IBM GDPS® Virtual Appliance can deliver multiplatform
resiliency capability for the IBM LinuxONE Emperor. The
solution is targeted to clients, who run the z/VM hypervisor
and associated Linux guests, intended to provide high availabil-
ity and disaster recovery benefits in case of system, application
or network failure.
IBM Spectrum Scale™ for IBM LinuxONE Emperor, based
on IBM GPFS™ technology, is designed to provide high avail-
ability through advanced clustering technologies, dynamic
file system management and data replication. IBM Spectrum
Scale can continue to provide data access even if the cluster
experiences storage or node malfunctions. Its scalability and
performance are designed to meet the needs of the most data
intensive applications.
5. 5
IBM Systems
When the IT infrastructure needs to be expanded, the effi-
ciency, flexibility and qualities of the IBM LinuxONE Emperor
are best demonstrated. Its consolidated design allows organiza-
tions to grow capacity inside the server—on the fly—without
affecting the running environment. Eliminating the need to
constantly buy, configure and manage new services to handle
growth.
The IBM LinuxONE Emperor can support exponential growth
for Linux with up to 141 cores and up to 85 logical partitions.
This, coupled with the utilization of up to 10 TB of memory
can provide impressive response time for clients and support
the ability to make faster business decisions.
IBM LinuxONE Rockhopper
The IBM LinuxONE Rockhopper™ system is designed as an
entry point for IBM LinuxONE portfolio. It embodies the
same innovation and value, flexible growth options, industry-
leading virtualization, trusted resiliency, secure cloud, enterprise
mobility and operational analytics capabilities as the massively
scalable IBM LinuxONE Emperor.
IBM LinuxONE is helping to protect sensitive transactions
to minimize business risk and client exposure, while helping
deliver on SLAs. It is designed for exceptional customer
experience with economic efficiencies.
Scalability and performance
The IBM LinuxONE Rockhopper allows for a simple Linux
infrastructure approach. It is available with up to 20 cores,
running at 4.3 GHz, and 4 TBs of memory for performance
and scaling advantages. It is capable of supporting hundreds
of virtual Linux servers on a single footprint. Its memory
hierarchy, execution processing and prefetch instructions
are all designed to optimize throughput for many workloads.
That means that the virtualization capabilities in a few square
meters of one IBM LinuxONE Rockhopper can result in a
less complex Linux infrastructure with fewer components,
less management efforts and lower software costs, giving it
the ability to be a much more economical and flexible solution
when compared to x86 servers.
IBM LinuxONE is a responsive service delivery platform
capable of provisioning new virtual Linux servers in minutes.
The IBM LinuxONE environment allows users to share and
over-commit system resources to meet client expectations for
unlimited access to existing and new services. IBM LinuxONE
supports multiple Linux Distributions such as Red Hat
(RHEL), SUSE (SLES) and Canonical (Ubuntu). Virtualization
capabilities are delivered by KVM or z/VM hypervisors. The
OpenStack support for KVM and z/VM allows for cloud-like
management, with third-party tools such as by VMware
vRealize Automation.
6. 6
IBM Systems
With the impressive scalability—horizontal and vertical—
provided by the virtualization alternatives, users can fully
exploit the IBM LinuxOne Rockhopper capabilities to meet
mobile and analytics demands. IBM LinuxOne Rockhopper
can run at utilization rates as high as 100 percent for extended
periods of time, and can scale capacity on demand. Having
the Linux environment all in one server also means less time
is spent on managing the Linux infrastructure.
The impressive speed of the IBM LinuxONE Rockhopper pro-
cessor coupled with its unique cache design allows for massive
I/O throughput. It provides high availability in the memory
subsystem using IBM’s proven RAIM technology.
Trustful, reliable and secure for less risk
Within a single footprint, the IBM LinuxONE Rockhopper is
designed to avoid or recover from failures to minimize business
disruptions. High availability is realized through component
reliability, redundancy and features that assist in providing
fault avoidance and tolerance, as well as permitting concurrent
maintenance and repair.
Intrinsic platform security provides privacy for transactions and
sensitive data, making the IBM LinuxONE Rockhopper a
highly securable enterprise application server and data vault.
Each IBM LinuxONE core has a dedicated cryptographic
coprocessor that provides CP Assist for Cryptographic
Function (CPACF) to deliver cryptographic and hashing
capabilities in support of clear-key operations. Exclusive to
CPACF is the protected key support which provides the speed
of processor-based cryptography while helping to keep sensitive
keys private from applications and the operating system.
The IBM LinuxONE Rockhopper also offers a cryptographic
acceleration feature, the Crypto Express5S, providing a
state-of-the-art tamper-resistant cryptographic coprocessor
for secure-key operations along with new hardware assists for
fast data encryption. The IBM LinuxONE Rockhopper with
Crypto Express5S offers asymmetric key support for con-
strained environments using hardware assisted Elliptic Curve
Cryptography (ECC), providing algorithms with much shorter
key lengths than RSA keys for similar cryptographic strength -
making ECC cryptography ideal for mobile and smartcards
where performance constraints may be a consideration.
IBM LinuxONE Rockhopper is a highly securable commercial
server4
, built using groundbreaking technology organizations
trust. Users can run many Linux virtual servers concurrently,
leveraging IBM LinuxONE Rockhopper ability to isolate and
protect each Linux virtual server as if they were running on
physically separated servers.
Enterprise qualities of service
The IBM LinuxONE Rockhopper enables enterprise-grade
Linux that is more robust and trusted for critical workloads,
and has higher performance and throughput to deliver a low
cost per transaction.
Resiliency analytics for IBM LinuxONE is designed to offer
near-real-time diagnostics to help identify potential problems
in the Linux environment. It is an analytics solution executed
in firmware which intelligently examines message logs for
potential inconsistencies or anomalies. With this capability
organizations can address IT problems quickly, minimize avail-
ability lapses and intervene before IT problems become severe.
The GDPS Virtual Appliance can deliver multiplatform resil-
iency capability for IBM LinuxONE Rockhopper. The solution
is targeted to clients who run the z/VM hypervisor and associ-
ated Linux guests and is intended to provide high availability
and disaster recovery benefits in case of system, application or
network failure.
IBM Spectrum Scale for IBM LinuxONE Rockhopper, based
on GPFS technology, is designed to provide high availability
through advanced clustering technologies, dynamic file system
management and data replication. IBM Spectrum Scale can
continue to provide data access even if the cluster experiences
storage or node malfunctions. Its scalability and performance
are designed to meet the needs of the most data-intensive
applications.
7. 7
IBM Systems
When the IT infrastructure needs to be expanded, the effi-
ciency, flexibility and qualities of the IBM LinuxONE
Rockhopper are best demonstrated. Its consolidated design
allows organizations to grow capacity inside the server without
affecting the running environment. This can eliminate the
need to constantly buy, configure and manage new services to
handle growth.
IBM LinuxONE solutions
For organizations that want to deliver solutions designed for
the new app economy, IBM LinuxONE solutions offer ultimate
flexibility to create applications for mobile, cloud and analytics
to improve client and user experiences—on your terms.
IBM LinuxONE is enables you to choose solutions from
IBM software, open source software or independent software
vendor (ISVs) products to create, build, customize and deploy
solutions unique to your organization’s requirements.
Enterprise capabilities and insights for secure mobile
applications
Mobile transactions are generating an unprecedented amount
of data, with mobile data traffic predicted to grow globally
10-fold from 2014 to 2019 for a compound annual growth rate
of 57 percent.5
Mobile devices and their ubiquitous access are
causing disruptions for employees and consumers alike, with
more than 90 percent of mobile users keeping their device
within arm’s reach 24x7.6
As users bank, shop, work and manage
their lives on mobile devices, they touch each provider’s system
dozens more times per day than they ever did through websites
and laptops, creating a deluge of transactions and requests. In
2004, each user generated less than a single mobile transaction
per day. By 2014, that number had hit 37 transactions per day,
and continues to spike.7
From a business perspective, a mobile channel represents a
wealth of opportunity to engage in new and interesting ways
to build loyalty, generate revenue and improve enterprise pro-
cesses. At the same time, users expect instant response times,
100 percent uptime, and completely reliable transactions, or
they will switch to a competitor with the touch of a screen.
Ask a Chief Marketing Officer what their ultimate goal is for
reaching current and potential customers, and the answer
will likely be to provide a “demographic of one” experience,
personalized to each individual’s unique interests and buying
behaviors.8
This presents a seemingly daunting challenge to
mobile app and server development teams.
From an IT perspective, multi-channel and device access is
driving digital transformation within IT departments. It is esti-
mated that only 30 percent of the value and effort of a mobile
application is visible via the mobile app, with 70 percent of the
value provided by the infrastructure of software and systems
supporting the mobile workloads.9
IBM LinuxONE combines the open and industry-leading
aspects of Linux with proven qualities of service resulting in
the most scalable enterprise-grade Linux environment.
IBM LinuxONE provides an open and highly responsive infra-
structure that meets the peaks in mobile workloads, while
ensuring the security of mobile device data and enterprise
transactions—all without sacrificing response time.
Key takeaways
●●
Build and deploy engaging mobile applications that
integrate with core business capabilities.
●●
Secure mobile devices, data and enterprise transactions
without sacrificing response time.
●●
Deliver mobile services on an open and highly responsive
infrastructure that scales to meet peaks in mobile
workloads.
●●
Accelerate adoption using best practices and services.
8. 8
IBM Systems
Flexible, resilient, high performance business and
operational analytics
Analytics requires availability and performance
IBM LinuxONE delivers high-performance business analytics
and database solutions that reduce cost and complexity
with unmatched business resiliency, security and flexibility.
IBM LinuxONE combined with various software packages—
from IBM, the industry or the open community—allows
fast analytics capabilities for large volumes of structured and
unstructured data, enabling clients to extract faster insights
that matter for the business.
Operational analytics allow visualization and analysis of log and
event data and performance metrics, and IT analytics capability
will bring predictive anomaly detection to Linux enterprise
computing.
Use cases
●●
High performance business intelligence and reporting
●●
Big data insights and next generation database
●●
IT operational analytics for continuous business availability
●●
Enabling technologies and services
●●
IBM Cognos®, Cognos Custom Pattern for Linux,
IBM DB2®, DB2 Custom Pattern for Linux, DB2 BLU,
IBM InfoSphere® BigInsights®, IBM InfoSphere
IBM System z® Connector for Hadoop, IT operational
analytics, System z Advanced Workload Analysis Reporter
(IBM zAware), Apache Spark
●●
IBM LinuxONE analytics services
Key takeaways
●●
Provide high performing business intelligence and
reporting.
●●
Gain insights with big data analytics and with next
generation database technology.
●●
Meet the availability expectations of the business with
IT operations analytics cost effectively.
Trusted and agile cloud deployment
Cloud solutions require always on agility, security and uptime
As market pressures collapse the cycle of innovation into ever
more compressed timeframes, businesses cannot afford to wait
for server infrastructure running at traditional speeds, and
speed isn’t the only constraint. The complexity and scale of
the computing problems businesses are attempting to solve are
growing at an exponential rate. Driven by a ground up rethink-
ing by many businesses regarding the role of computing in
the experience of their customers, business computing is trans-
forming from being a back-office support function to being at
the forefront. Today a customer’s interaction with, and experi-
ence of, a company is often largely (and sometimes completely)
defined by interactions with that company’s software and
services. This is putting unprecedented demands on today’s
compute infrastructure—not just the need to scale with
demand, but also the agility required to keep up with the
mandate for change presented by the needs of the business.
Cloud solutions need to provide organization with agility, flexi-
bility and accelerated time-to-value. With IBM LinuxONE
cloud solutions, organizations get unparalleled system uptime
and data security for business-critical applications, plus massive
scalability with high performance that is optimized for
efficiency.
Key takeaways
●●
Provides unparalleled enterprise qualities of service.
●●
Combines exceptional speed and capabilities for supporting
business agility and time-to-value for cloud solutions.
●●
The vertical scale architecture makes IBM LinuxONE the
one of the most efficient and cost-effective cloud platform
for database workloads.
9. 9
IBM Systems
Software innovation and accelerated delivery with
standard industry DevOps
Faster time to value
IBM LinuxONE encompasses the IBM DevOps approach to
transforming application development, resulting in faster deliv-
ery of software-driven innovation. IBM LinuxONE supports a
continuous delivery model through an open, standards-based
tooling platform to help bring business, development and
quality assurance teams together so they can continuously
adjust business goals based on customer feedback.
Use cases
●●
Develop, test, deploy and operate enterprise-level
applications
●●
Accelerate software delivery by enabling collaborative
development and automation across organizational silos.
●●
Enable developer productivity starting from scratch, open
source or IBM Bluemix®, across platforms and languages.
Enabling technologies and services
●●
IBM Rational collaborative lifecycle management (CLM)
●●
IBM UrbanCode™ deploy
●●
IBM Application Performance Manager (APM)
●●
IBM WebSphere® Liberty
●●
IBM Bluemix
●●
IBM LinuxONE DevOps Services
Key takeaways
●●
DevOps solutions for IBM LinuxONE are a win-win
combination for the digital enterprise.
●●
Enable developer productivity across platforms, languages
and operating systems.
●●
Understand the ease and strength of integration capabili-
ties between IBM DevOps solutions and open source
technologies.
Better insights, faster response times, improved
business agility
The mobile world and new app economy is driving change with
unprecedented speed and scope—impacting the world’s most
powerful economies and developing nations, changing the game
for business, industries and society at large, and creating new
requirements and expectations that have to be addressed.
In a world where consumer expectations continue to grow, the
ability to keep pace with new opportunities and to differentiate
your business through more innovation means, your IT depart-
ment is key to competing in the immediacy of a digital world.
The criterion for success lies in your ability to:
●●
Deliver at speed with lighting fast response times,
all the time.
●●
Provide access anytime, anywhere, and from any device,
no matter how many users or transactions.
●●
Ensure security for trusted engagements.
●●
Enable personalization through analytics.
●●
Achieve new levels of IT efficiency, agility and responsiveness
using a cloud model.
The starburst effect on transaction growth rates from mobile
can be dramatic, placing even greater pressure on IT. As a
result, organizations need to take Linux to the next level where
it can fully support the future of high-volume business-critical
applications.
The intersection of traditional IT, the new application econ-
omy, open technology and community collaboration are central
to serving these new requirements, redefining IT operational
excellence and ultimately the customer experience.
Open source software applications and programs are
bringing a broad set of capabilities and new solutions to
IBM LinuxONE—new programming languages and run-time
environments, relational and NoSQL databases, more choices
in big data analytics, and container technologies are becoming
integrated into the core of the enterprise IT toolkit.
10. 10
IBM Systems
When these capabilities are combined with unique
IBM LinuxONE performance features—the ability to run up
to 141 of the world’s fastest commercially available processors
at 5.0 GHz and 10 TB of memory in one system, industry-
leading I/O bandwidth and data processing throughput,
EAL5+ certified security, and high-speed data compression
and cryptography hardware—your business will obtain better
insights, faster response times and improved business agility.
With a broad and growing open source ecosystem for
IBM LinuxONE, developers are able to use the tools and
applications they already know to accelerate new Linux
application development and boost performance and reliability.
Putting it all together—enabled by Open Source running
IBM LinuxONE Demo: Scalable Financial Trading Analysis
and Insights
Watch IBM Fellow Donna Dillenberger demonstrate the
new IBM LinuxONE system for scalable financial trading.
The demo shows multiple data loads (live data from the
S&P 500 and Tweets) streaming via Maria DB, MongoDB,
Spark Analytics, Chef, Docker and PostgreSQL, Containers.
In this IBM LinuxONE demo, even with drastic upticks in
CPU utilization during the Greek financial crisis, response
times are still lightning fast. Watch the demo here.
IBM LinuxONE allows up to 50 percent better
response time in analytics than competing platforms
Reduce risk, increase flexibility with diagonal scaling
Database partitioning or “sharding” is a common technique for
scaling out a database that has become too large to fit within
a single server. However, sharding is complex in practice,
and carries risks such as higher latency for aggregate
queries and a lower level of data consistency,. Additionally,
the size of each shard is limited to the size of the servers.
Using IBM LinuxONE allows you to scale out and scale up—
increasing the amount of resources available to each shard
server—in an approach termed “diagonal scaling.” 10
Diagonal scaling allows you to adapt to changing workloads
with industry-leading performance, increased flexibility and
reduced risks, and therefore offers better agility.
Meet regulatory requirements
Another example of achieving improved agility using
IBM LinuxONE systems is high-performance-secure-logging
for auditing in the face of growing regulatory requirements.
IBM LinuxONE Enterprise Data Compression (EDC) facility
allows IBM LinuxONE to offload main processors while
speeding compression by up-to 10x. IBM LinuxONE offers
protected-key function which keeps the encryption key out of
main memory and storage, keeping data-at-rest secure, while
offering 50x better performance than secure-key function.
When combining the speed and capability of EDC and
protected-key function, IBM LinuxONE offers unmatched
agility for quickly, non-intrusively and securely logging snap-
shots of system states such as Docker instances or Apache Spark
Resilient Distributed Dataset (RDDs) for auditing purposes.
Free valuable computing resources
Apart from raw computing power, IBM LinuxONE can speed
compression and encryption with IBM LinuxONE Enterprise
Data Compression and Central Processor Assist for
Cryptographic Functions (CPACF) features. Compressing
Apache Spark Resilient Distributed Datasets (RDDs) or
Docker containers at high speed with little impact on CPU
consumption frees CPU cycles that can be used to perform
more analytics, or faster, non-disruptive auditing of container-
ized applications. By using OpenSSL and openCryptoki
enhanced with CPACF, encrypted transactions will run
faster, and data can be persisted securely and efficiently.
This speed allows the computer to do more work, and gives
you more agility.
11. 11
IBM Systems
“We believe strongly in the power of open
source as the basis to build value for clients,
and are fully committed to Spark as a foun-
dational technology platform for accelerating
innovation and driving analytics across
every business in a fundamental way.”
—Beth Smith, General Manager, Analytics Platform, IBM Analytics
Deep innovation and a thriving ecosystem supporting
continuous innovation
IBM has a long history of involvement in open source software
development, and continues to contribute to key open source
technologies such as the Linux kernel, the Eclipse project, and
many Apache projects, including the most recent, Apache
Spark. IBM is a member of many open standard organizations
and software governance consortia that help shape the future
of open source software.11
The IBM Linux Technology Center (LTC) is dedicated to
enabling Linux adoption on IBM platforms and has been con-
tributing continuously to core technologies such as the Linux
kernel, glibc and GCC over the years. But architecture-specific
code is only the tip of the iceberg—and represents only a small
portion of LTC contributions.
Red Hat and SUSE ship enterprise Linux distributions for
IBM LinuxONE systems, and the Ubuntu, Debian and
Fedora distributions also support the architecture. The plat-
form is mature and production-ready, and is able to run most
applications you would expect to run on a Linux server.
Today, more than 40 commonly used open source products run
right out of the box, with more coming on board in future. By
listening to clients, working with business partners and ISVs,
and engaging the open source development community, IBM is
working to bring more foundational open source technologies
to IBM LinuxONE and, further enabling and encouraging the
most sought after software developers to develop solutions
that work on the platform—with a strong emphasis placed on
programming languages and run-time technologies.
IBM is investing heavily to create a rich, open source ecosystem
to enable IBM LinuxONE as the premier platform for new
Linux-based application deployments that exploit emerging
technologies such as Node.js, MongoDB, PostgreSQL,
MariaDB, Docker, Chef, Puppet and Apache Spark. Additional
focus is placed on open source workloads that can benefit
from the reliability, availability and serviceability (RAS) of
the IBM LinuxONE to bring more business value to users,
including database management systems and cloud infrastruc-
ture, as well as analytics and big data solutions. Table 1 and
Table 2 list some of the key open source technologies that
have already been enabled on the platform.12
Over 40 packages
have been enabled on the platform and the list continues to
grow with many others in the development pipeline. For
an up-to-date-list of available applications, please visit the
Open Source Community on IBM DeveloperWorks.
12. 12
IBM Systems
Table 1: Partial list of foundation open source technologies available on IBM LinuxONE Systems
Languages and dev environment Database and messaging Cloud infrastructure
Node.js MySQL Docker
Ruby PostgreSQL Chef
Rails MariaDB Puppet
Python MongoDB Open Stack
LLVM Cassandra
OpenJDK Redis
GCCGO CouchDB
oCaml Geode
Erlang RabbitMQ
Apache HTTP Web Server
PHP/Zend
R language
Clojure
Scala
Table notes. Various sources of input (BlueMix, Github stats) and feedback from direct client input, IBM client representatives and ongoing research
Table 2: Partial list of popular open source tools and applications available on IBM LinuxONE systems
App development Configuration, monitoring Big data and analytics Web application eCommerce and
and DevOps management and tools development application server
Xerces-c Fluentd Hadoop (via Veristorm, BigInsights) jMeter jBoss
XMLSec ELK (Elasticsearch, Logstash, Kibana) Wordpress
protobuf Drupal Ceilometer
Doxygen Hadoop (via Veristorm, BigInsights) Apache Tomcat
ANTLR ELK (Elasticsearch, Logstash, Kibana) HAProxy
Maven Drupal NGNIX
13. 13
IBM Systems
More speed and choice
The flexibility of Linux and open source combined with speed and
processing power
The world’s leading organizations are choosing Linux to run
mission-critical applications that drive billions of business
transactions every day and are leveraging the performance,
reliability, security and virtualization capabilities of the
enterprise-grade platform for Linux to run databases (such as
DB2 and Oracle) and middleware (such as WebSphere).
IBM LinuxONE systems are designed to deliver 100 percent
uptime, over decades—they ship with resilient and redundant
hardware, which ensures continuous operations even in case
of hardware faults. The machines boast higher MTBFs (Mean
Time Between Failure), and support hot-swapping of hardware,
so they do not typically need to be taken offline for service.
The use of IBM GDPS helps automate data replication and
speeds recovery from planned or unplanned outages.
IBM LinuxONE systems are equipped with the world’s fastest
commercially available processor as well as large and efficient
memory cache hierarchy, enabling the IBM LinuxONE
Emperor system to achieve high single-thread performance,
which is ideal for scaling applications to handle the massive
volume of transactions that are typical in today’s enterprise
organizations.
Improve application performance, reliability and
availability
IBM LinuxONE is one of the most reliable and available sys-
tems in the world. Designed to deliver 100 percent uptime,
over decades—they ship with resilient and redundant hardware,
which ensures continuous operations even in case of hardware
faults. The machines boast higher MTBFs (Mean Time
Between Failure), and support hot-swapping of hardware,
so they do not typically need to be taken offline for service.
The use of IBM GDPS helps automate data replication and
speeds recovery from planned or unplanned outages.
IBM LinuxONE systems are equipped with the world’s fastest
commercially available processor as well as large and efficient
memory cache hierarchy, enabling the IBM LinuxONE
Emperor system to achieve high single-thread performance,
which is ideal for scaling applications to handle the massive
volume of transactions that are typical in today’s enterprise
organizations.
A better balance between risk and opportunity
Every organization is faced with the challenge of building both
trust and value amidst uncertainty. Tasked with improving
business performance while also reducing risk, business and
IT leaders need to feel confident about risk exposures to their
data and infrastructure—all while meeting stringent regulatory
requirements.
For example, as data and analytics become more critical to
the development of business advantage, the need for compre-
hensive data security escalates. In response, many leaders are
implementing stronger security and data privacy measures, in
addition to governance policies, to protect their organization
from both internal and external threats, proactively identify
and manage potential exposure to the risks associated with data
breeches, and comply with industry regulations and combat
infrastructure vulnerabilities throughout the value chain.
The virtualization technologies in IBM LinuxONE Emperor
Systems have been EAL5+ certified. These technologies
offer low overhead and higher virtual machine (VM) density
compared to other platforms, thanks to the advanced resource
over-commit technology in the IBM LinuxONE systems.
As a result, applications that run on IBM LinuxONE can scale
out to thousands of co-located VMs, as the system essentially
becomes a “data center in a box.” What’s more, they make
IBM LinuxONE systems ready for cloud applications with
support for rapid provisioning, multi-tenancy and capacity
scaling on demand.
14. 14
IBM Systems
The co-location of virtualized Linux guests brings significant
benefits to applications that run on IBM LinuxONE systems.
Using IBM HiperSockets™, applications can transfer data from
one VM to another in-memory instead of sending the data
over the network. This type of transfer is more reliable because
there is no physical connection to lose, more efficient because
there is no network latency, and more secure because there
is no wire to tap. Co-location is especially important where
system of engagement applications such as mobile and cloud
frequently need to access system of record data.
The IBM LinuxONE architecture includes hardware support
for cryptography, known as Central Processor Assist for
Cryptographic Functions (CPACF). In the presence of a suit-
able cryptographic co-processor, CPACF supports the use of
protected keys, which balances the speed of in-memory clear
keys and the high security of hardware-backed, tamper-proof
secure keys. The OpenSSL and openCryptoki libraries are able
to exploit these IBM LinuxONE system features to speed clear
key, protected key and secure key cryptography.13
Speed and performance improvements
The IBM LinuxONE Enterprise Data Compress Express
adapter is another feature that distinguishes IBM LinuxONE as
a data-processing powerhouse. It allows applications to off-load
zLib-compatible compression work to a hardware co-processor,
achieving a good compression ratio without consuming CPU
cycles. For databases that employ on-the-fly compression,
exploitation of the IBM LinuxONE Enterprise Data
Compression feature in Linux is expected to improve perfor-
mance by a factor of five. As shown in Figure 2, users will be
able to process more data in the same amount of time and save
on storage costs.
●●
Improve performance by a factor of five,
●●
Process more data in the same amount of time.
●●
Lower storage costs.
Hardware Compression
Up to 7.5x reduction in elapsed-time to compress database:
MongoDB, containing large documents
Up to 4.5x reduction in elapsed time when using MongoDB
GridFS to put files (>16M document or binary file) – zEDC vs. SW
gzip compression
Up to 4.9x better throughput archiving Spark RDD on
LinuxONE with zEDC vs. software gzip compression
Up to 4x reduction in elapsed time to compress Docker
containers on LinuxONE with zEDC vs. SW gzip
140
120
100
80
60
40
20
0
100
80
60
40
20
0
14.0
12.0
10.0
8.0
6.0
4.0
2.0
0.0
800
700
600
500
400
300
200
100
0
25
mail (1393 MiB) susy (3400 MiB)
Alternative system
GridFS File Put (MiB/Second) Docker Container Export (Sec)
LinuxONE
text (2000 MiB) mail (1487 MiB) susy (2280 MiB)
Alternative system LinuxONE
text (2000 MiB)
video (1224 MiB) susy (2280 MiB)
Alternative system LinuxONE
pic (1957 MiB) redis mysql
Alternative system gzip --fast LinuxONE gzip
node.js fedora
33
47
17
107
128
30
90
13
25
60
55
233
665
146
196
719
485
2.4
1.3
5.4
1.8
1.1
13.0
7.9
4.6
Figure 2. Hardware compression
15. 15
IBM Systems
Ease of use
You do not need to learn any new codes or commands to log on
as a guest with SSH and be productive in a familiar Bash envi-
ronment. Graphical user interfaces with remote connection
capability, such as X11 and Xvnc, are also available if you prefer
a graphical desktop environment. Most of the major develop-
ment tools are available for IBM LinuxONE systems. If some
user-space applications are not readily available from distribu-
tions, most of them merely need a simple re-compilation to
be able to run on IBM LinuxONE. Applications written for
modern run-time systems, such as Java, Node.js, and PHP
applications, simply run out of the box. Due to the similarity
and compatibility with other Linux platforms, you can
migrate whole applications stacks from other architectures to
IBM LinuxONE simply and easily, often with just a small
amount of work, typically in hours.
More choices and speed with contemporary
programming languages
Contemporary programming languages provide more choice and
speed on the platform
Application developers on IBM LinuxONE systems can choose
from a variety of modern, popular programming languages and
run-time environments, including Java, Node.js (JavaScript),
Python, Ruby-on-Rails, Scala, Erlang, and Go—and the list
is growing. This variety allows new, modern applications to
be built and run on the IBM LinuxONE platform easily.
Application developers can choose from a variety of modern,
popular programming languages and run-time environments
including Java, Node.js (JavaScript), Python, Ruby-on-Rails,
Scala, Erlang, and Go—and the list is growing. This variety
allows modern applications to be built and run on
IBM LinuxONE easily.
Deploying Node.js on IBM LinuxONE improves performance
The most notable of these run-time technologies is Node.js. It
is the fastest growing ecosystem for application development.
Since 2012, Node.js has grown at a rate three times faster
than Java with the number of Node.js modules contributed
by developers world-wide surpassing other languages.14
As a
high-performance, highly scalable, event-driven, server-side
JavaScript solution, Node.js has become popular for web
application development—the “N” in the term “MEAN stack”
stands for “Node.js.”
To meet the high demand for Node.js functionality on
IBM LinuxONE systems, IBM has ported the open source
Node.js code to the platform. IBM released IBM SDK for
Node.js 1.2 in early 2015. This SDK is fully compatible with
Node.js version 0.12.15
The SDK enables developers to write
Node.js code on any platform, and test and deploy their appli-
cations on IBM LinuxONE systems. Enterprise users of the
SDK will enjoy the performance and security afforded by the
platform (on the AcmeAir benchmark, IBM LinuxONE out-
performs a comparable distributed server with 2.1 times higher
throughput in RESTful transactions16
), as well as the additional
monitoring and debugging tools that ship with the SDK.
Use the same set of tools and skills to diagnose both
Node.js and Java applications
●●
Using IBM Health Center, users can monitor Node.js
applications and gain valuable insight into application hot
spots, garbage collection activities, memory consumption
and much more.
●●
The IBM Interactive Diagnostic Data Explorer (IDDE) is now
aware of Node.js runtime and JavaScript metadata, giving
users the ability to scan the heap for JavaScript objects or
walk JavaScript stack frames during postmortem analysis.
●●
Both Health Center and IDDE are available at no cost
as part of IBM Support Assistant and on the Eclipse
Marketplace. Support for IBM SDK for Node.js is also
available upon request.
16. 16
IBM Systems
Enterprise users of the SDK will enjoy the performance and
security afforded by the IBM LinuxONE platform (on the
AcmeAir benchmark. IBM LinuxONE Emperor out-performs
x86 by 52 percent17
), as well as the additional monitoring and
debugging tools that ship with the SDK.
●●
Improve application throughput by 200 percent.
●●
Reduce transaction response time by as much as 60 percent.
●●
Boost database performance for SQL and NoSQL.
●●
Gain better per core performance and scalability.
One of the most important benefits from deploying Node.js
on IBM LinuxONE systems is the ability to bring the
processing of web requests to the platform where the data
is hosted (co-location of application and data), which can
improve application throughput by two times, and reduce
transaction response times by 60 percent.18
The enablement
of Node.js on the platform also means that a large number
of open source web application frameworks, such as Express
and Sails.js, are now available to IBM LinuxONE developers.
By deploying Node.js applications on IBM LinuxONE,
you gain all the strengths, security and reliability of
IBM LinuxONE. For example, IBM LinuxONE systems fast
processors are well suited to the Node.js single-threaded pro-
cessing model. The large I/O capacity of IBM LinuxONE also
complements one strength of Node.js applications: the ability
to scale and maintain thousands of concurrent connections.
IBM LinuxONE systems can further provide an advantage to
JavaScript applications that need to access enterprise data and
transactions. Logical partitions on IBM LinuxONE systems
can be linked together by high-speed networking HiperSockets,
allowing memory-to-memory communication with drastically
improved performance. JavaScript applications can leverage
HiperSockets transparently to access data and transactions in
other logical machines inside the box.
High Performance JavaScript for LinuxONE
Highly scalable, event-driven platform with
non-blocking I/O
Improved TLS, TCP and clustering performance
over V1.1
Up to 2.1x more RESTful web interactions with
AcmeAir in node.js with Apache JMeter
benchmark setup
Thousands of concurrent connections with
minimal overhead
acmeair-node.js average
throughput
Number of cores assigned to node.js
Alternative platform LinuxONE SMT
6000.00
5000.00
4000.00
3000.00
2000.00
1000.00
0.00
Throughput(web/httprequests/sec)
1 2 4 8 12 16
Figure 3. High performance JavaScript for IBM LinuxONE
17. 17
IBM Systems
The IBM SDK for Node.js is 100 percent API compatible with
the community version. The IBM SDK was built from the
open source community code base with extensions added
for support on IBM LinuxONE. Leveraging the strength
of monitoring and debugging tools developed for Java, they
have been extended to work with the IBM SDK for Node.js.
NoSQL? No problem.
NoSQL databases are increasingly being adopted in big data
and real-time analytics applications. Some of the most
important NoSQL databases include MongoDB (the “M” in
“MEAN stack”), MariaDB, Apache Geode, Apache Cassandra,
Apache CouchDB and Redis.
IBM LinuxONE delivers two times the performance for the
same SQL and NoSQL databases running on commodity
Linux platforms.
PostgreSQL achieves up to 2.2x better
pgbench throughput over alternative
platforms
Open source relational database management systems such as
PostgreSQL serve a great amount of data in many organiza-
tions. First released in 1996, PostgreSQL is a well-established
enterprise-grade database system that powers many web sites
and government agencies.19
PostgreSQL 9.4 already runs well
on IBM LinuxONE Emperor, and it is able to capitalize on
the strengths of the system as a data-serving platform.
IBM LinuxONE offers many features that others systems
cannot match—including availability, stability, and flexibility—
that combine to help PostgreSQL excel as a powerful
enterprise database solution. An independent performance
test conducted by 2ndQuadrant found that PostgreSQL on the
IBM LinuxONE infrastructure provides greater throughput,
regardless of the type of workloads, compared to an infrastruc-
ture based on a competitive architecture. According to a
report by the PostgreSQL consultancy firm 2ndQuadrant,20
PostgreSQL can offer better per-core performance of 1.6 to
2.2x via pgBench benchmark and scalability on the platform
compared to distributed systems, as shown in Figure 4.
Figure 4 shows, PostgreSQL can offer better per-core performance
and scalability on IBM LinuxONE systems compared to
distributed systems.
PostgreSQL 9.4
1.6x to 2.2x throughput
improvement on
pgBench Benchmark
400,000
350,000
300,000
250,000
200,000
150,000
100,000
50,000
0
transactionsperSecond
number of cores/IFLs
Alternative platform (write-only) Alternative platform (read-only)
LinuxONE w SMT (write-only) LinuxONE w SMT (read-only)
1 2 4 8
Figure 4. PGBench results (read-only and write-only, in-memory workloads)
on IBM LinuxONE as compared to distributed systems
18. 18
IBM Systems
Global PostgreSQL support and consultancy firm, 2ndQuad-
rant, partners with IBM to support PostgreSQL on
IBM LinuxONE. IBM also offers PostgreSQL as a solution
on Bluemix. For more information, see Bluemix docs.
PostgreSQL 9.4 has been tested on enterprise Linux distribu-
tions (RHEL and SLES) that run on IBM LinuxONE.
For more information about the installation instructions,
see Building PostgreSQL.
Porting, performance measurement and scaling
advantages with MongoDB
MongoDB is a cross-platform document-oriented database.
Released under a combination of the GNU Affero General
Public License and the Apache License, MongoDB is free
and open-source software. Since its initial release in 2009,
MongoDB has been adopted as back-end software by a number
of major websites and services. Today, MongoDB is one
of the fastest-growing database ecosystem, with over
10 million downloads, thousands of customers, and more
than 1,000 technology and service partners.
Classified as a NoSQL database, MongoDB eschews the tradi-
tional table-based relational database structure in favor of
JSON-like documents without fixed schemas. The schema-less
nature of MongoDB not only makes it better than relational
databases at handling unstructured and sparse data, it also
facilitates rapid prototyping and fast evolution of programs
without paying the constant costs of updating database schemas
and refactoring tables.
By adopting JSON/BSON as the document format, MongoDB
allows developers to write data queries in JavaScript, a language
with which they are already familiar, so that the need to mix
SQL statements into the application code can be eliminated.
It also eliminates the cost of ORM (object-relational mapping),
because JSON documents can contain complex types and are
by nature JavaScript objects. Because JSON is widely supported
as a de-facto standard for information exchange, it is easy to
consolidate data from multiple disparate sources into one
MongoDB collection.
MongoDB also supports geospatial and time-series analytics,
as well as scalability and high availability through sharding and
replication, making it a highly capable engine for processing
the vast amount of data generated online. All these factors
help make programs easier to develop and maintain, boost
programmer productivity and improve business agility.
Advantages of running MongoDB on IBM LinuxONE
systems
By deploying MongoDB on IBM LinuxONE systems, organiza-
tions gain all the strength, security and reliability of an
enterprise-grade Linux platform. IBM LinuxONE is equipped
with the fastest processors in the world, and is an I/O
superhero for data and transaction processing throughput.
●●
The speed of the processors available in an IBM LinuxONE
system and its high input/output system, multiple layers
of cache mean that MongoDB can scale up, as well as
scale out.
●●
The enterprise virtualization capabilities of IBM LinuxONE
support very high virtual machine density and resource
over-commit, which allows MongoDB instances to achieve
much better utilization than on other platforms.
●●
Co-located MongoDB instances (different shards, or replica
set members within the same shard) can leverage
HiperSockets (high-speed internal communication pipes) to
reduce network communication overhead.
●●
Proximity to enterprise data that resides on the
IBM LinuxONE allows MongoDB to eliminate extracting,
transforming, and loading (ETL) off platform, removing
latency and improving data security and governance.
19. 19
IBM Systems
Big data is becoming more prevalent as we start to leverage
insights from structured and unstructured data together to
deliver better business outcomes. MongoDB represents a
powerful aggregation point where insights from traditional
system-of-record data (such as retail transaction history) can be
joined with system-of-engagement data (such as micro-beacon
geodesic information) to provide a rich and comprehensive user
experience for the shopper. On top of this, MongoDB database
aggregation now enables businesses to bring these two worlds
together for their own benefit and gain access to insights to all
of their data to facilitate critical business decisions.
Advantages of using MongoDB with IBM LinuxONE
You can easily build and run MongoDB on IBM LinuxONE.
Running MongoDB on IBM LinuxONE enables faster and
more secure access to data sources for aggregation purposes
and eliminates the need for sharding. The performance and
virtualization capabilities of the IBM LinuxONE platform
also make it ideal for scaling out as well as scaling up NoSQL
applications.
Up to 2x better throughput on
IBM LinuxONE than on alternative
platforms.
MongoDB 3.0.4 (WiredTiger, no sharding)
1.9x to 2.1x
throughput
improvement on
YCSB Benchmark
550,000
500,000
450,000
400,000
350,000
300,000
250,000
200,000
150,000
100,000
50,000
0
operationspersecond
number of cores/IFLs dedicated to mongod
Alternative platform (write-heavy) Alternative platform (read-only)
LinuxONE w SMT (write-heavy) LinuxONE w SMT (read-only)
1 2 4 8
Figure 5. MongoDB running on IBM LinuxONE has 1.9 times to 2.1 times throughput improvement on YCSB Benchmark
20. 20
IBM Systems
No need for sharding
The superior single-thread performance and large memory
capacity of IBM LinuxONE allows MongoDB to scale up very
well. On various Yahoo Cloud Service Benchmark (YCSB)
workloads, MongoDB running on a IBM LinuxONE Emperor
is able to achieve up to two times better throughput than the
latest distributed platforms.
Because IBM LinuxONE can support a maximum of 10 TB of
memory, a single Linux system can accommodate a larger data-
base that would have required sharding to multiple MongoDB
servers on commodity platforms. This affords users the flexibil-
ity to reduce or avoid the risks and costs associated with
sharding.
MongoDB drivers for various languages, such as C/C++,
Node.js and Ruby, either have been verified to work on
IBM LinuxONE or are being ported to the platform.
IBM is working to contribute all the changes upstream to
the latest version of the product.
Extreme Scale Up Acme Air Throughput vs Data Size
AcmeAir Throughput vs Data Size in MongoDB
—Avoid the overhead, cost and
complexity of distributing DB across
many servers
—Largest single node of MongoDB
with a footprint of +2TB,
processing +4B documents
with sustained throughput and
response time (<5ms).
Consolidate multiple
MongoDB servers in one
instance
30000
25000
20000
15000
10000
5000
0
Throughput(ops/sec)
Data Size
0.5GB 25GB 50GB 200GB 320GB 600GB 1TB 2TB
Figure 6. Extreme scale up of MongoDB on IBM LinuxONE
21. 21
IBM Systems
Three simple use cases using MongoDB on IBM LinuxONE
●●
Aggregate data from multiple sources into a central reposi-
tory to create a single 360-degree view of enterprise custom-
ers. Complex queries can be performed over the aggregated
data efficiently.
●●
Exploit the flexible data model and multiple options for
scaling—including range-based, hash-based and location-
aware sharding—to develop applications quickly, and support
the constantly changing requirements. Schemas can be
radically changed while running in production, with zero
impact on the user experience.
●●
Create a read-forward cache of system of record data for fast
viewing or manipulation by a front-end system, such as a web
application or a mobile application, which could be in use by
a large number of concurrent users.
Compatible IBM products and services working
with MongoDB
MongoDB is currently available on BlueMix via MongoLab, a
fully-managed cloud database service featuring high availability,
automated backups, web-based tools, monitoring and support.
Since version 10.5, DB2 has provided JSON support.
One way that DB2 users can interact with JSON data is to
deploy the MongoDB wire listener, which intercepts the
MongoDB wire protocol and acts as a gateway in front of
DB2—which allows DB2 to accept and respond to requests
from applications written against the MongoDB API. Any
modern language with a driver that supports the MongoDB
protocol can be used, including Node.js, PHP, Python and
Ruby, as well as more traditional languages such as C, C++,
Java and Perl.
Throughput improvements with MariaDB on
IBM LinuxONE
MariaDB is a community-developed fork of the popular
MySQL relational database management system, and it is
intended to remain free under the GNU GPL. Being a fork of
a leading open source software product, it is notable for being
led by the original developers of MySQL, who forked the code
due to concerns over its acquisition by Oracle. Contributors are
required to share their copyright with the MariaDB
Foundation.
MariaDB achieves up to 2.1x better
Sysbench OLTP throughput on
IBM LinuxONE over alternative platforms
MariaDB delivers value with:
●●
Backward compatibility with MySQL
●●
Perpetually open source
●●
More cutting-edge technologies and more storage engines
than MySQL
IBM LinuxONE offers state-of-the-art hardware,
world-class security and the capability to scale MariaDB with
IBM’s industry-leading virtualization technologies. Clients
can easily consolidate clusters with many servers on a single
IBM LinuxONE system. IBM LinuxONE can host more serv-
ers per core than any other system with high-speed encryption,
disaster recovery and continuous availability solutions.
Common use cases for MariaDB
Many clients and partners use MariaDB as an alternative to
MySQL and Microsoft SQL Server because MariaDB future-
proofs their database investment, obtains better value, and
developers and IT departments want to leverage the default
database from their Linux distributions and simplify deploy-
ments. The combination of Linux, Apache, MySQL/MariaDB,
MariaDB 10.1.5
transactionspersecond
1.8 x to 2.1x
throughput
improvement
on Sysbench
Benchmark
number of cores/IFLs
Alternative platform (read-write) Alternative platform (read-only)
LinuxONE w SMT (read-write) LinuxONE w SMT (read-only)
2 4 8 16
35,000
30,000
25,000
20,000
15,000
10,000
5,000
0
Figure 7. MariaDB running on IBM LinuxONE has 1.8 times to 2.1 times
throughput improvement on Sysbench Benchmark
22. 22
IBM Systems
and PHP/Python/Perl—together known as LAMP—is perhaps
the most commonly used web service solution stack. Common
use cases include:
●●
Web and mobile applications
●●
Content management systems
●●
E-commerce and ticketing
●●
Search and advertising
●●
Business intelligence and analytics
●●
Games, entertainment and social media
Collaboration with the MariaDB community
IBM actively contributes to the MariaDB community to
ensure that the latest MariaDB works out of the box on
IBM platforms. The effort includes fixing bugs, porting
new features and optimizing for the underlying hardware
platform. For example, IBM has recently built and validated
MariaDB with Galera Cluster capability on IBM LinuxONE.
IBM works with MariaDB, Inc. to deliver MariaDB Enterprise
for IBM platforms and 24/7 support services to IBM customers
with business and mission-critical application needs. This has
helped many IBM customers running Linux, and IBM has now
extended the partnership to cover IBM LinuxONE systems.
Compatible IBM products and services working
with MariaDB
MariaDB is certified on IBM LinuxONE running Red Hat
Enterprise Linux and SUSE Linux Enterprise Server.
The MariaDB community version runs out of box on
IBM LinuxONE. You can install MariaDB 5.x through Yum
on RHEL or Zypper on SLES. See the Installation guide for
MariaDB 10.x. MariaDB Inc. and IBM are working together
to bring MariaDB Enterprise to IBM LinuxONE. MariaDB
Enterprise extends MariaDB 10 with certified binaries and
continuous value delivery to optimize MariaDB for the most
challenging use cases.
For more information, go to https://mariadb.org
Advances to large-scale data processing
New options for analytics
Big data and real-time analytics are the key to success for many
enterprises. Apache Spark is an open source cluster computing
framework that allows user programs to load data into a
cluster’s memory and query it repeatedly.
As data and analytics are embedded into the fabric of business
and society—from popular applications to the Internet of
Things (IoT)—Apache Spark brings essential advances to
large-scale data processing. First, it dramatically improves the
performance of data dependent applications. Second, it radically
simplifies the process of developing intelligent applications,
which are fueled by data.
Apache Spark is agile, fast and easy to use, and because it is
open source, it is improved continuously by a worldwide
community. Apache Spark is designed to perform both batch
processing and new workloads, such as streaming, interactive
queries and machine learning.
New options for analytics allow data scientists to take advantage
of IBM LinuxONE advanced analytic capabilities without
having to worry about the specific format of the data.
The enablement of Apache Spark for IBM LinuxONE allows
data mining specialists to use Apache Spark’s common pro-
gramming framework to take advantage of IBM LinuxONE
advanced analytic capabilities without having to worry about
the specific format of the data.
●●
Apache Spark running on IBM LinuxONE produces 1.5x
faster insights for real-time analytics than on alternative
platforms.
●●
Process 54 percent more data
Based on internal IBM testing, the Apache Spark-Perf bench-
mark suite on IBM LinuxONE can process 54 percent more
data (see Figure 2) than distributed systems for model building,
leading to real-time insights with higher accuracy.
23. 23
IBM Systems
Application portability and infrastructure flexibility
Docker delivers ease of use and application portability
Docker is an open, portable, light-weight run-time and packag-
ing tool for Linux containers, and has gained a lot of momen-
tum since its first release in 2013. Linux containers provide
operating system-level virtualization for running multiple
isolated applications on the same host. Using containers,
it is easy to build and ship complex applications that have
dependencies on a deep software stack or other infrastructure,
without having to worry about interference from other applica-
tions that might have conflicting requirements. Compared to a
standard virtual machine, containers are much faster to boot,
more efficient to run, and offer higher application density.
Figure 8. Spark-Perf running on IBM LinuxONE produces 1.5 times faster insights for real-time analytics than on alternative platforms
Apache Spark Performance Comparisons
Up to 1.5x faster insights for real-time analytics using
Spark’s core primitives
Up to 1.5x more data processed for model building leading
to real-time insights with higher accuracy within a given
batch window
Co-locate Spark with Competitor Database on LinuxONE
outperforms running Spark off-platform up to 3x for
aggregation analytical query
—e.g. Operational Analytics for a Brokerage running
reports on top of OLTP Trading data
50%* Higher with IBM LinuxONE
*Composite Mean Across 8 “Spark” Core Benchmarks
IBM LinuxONE
Databricks Spark-Perf “Spark” Benchmark
Speedup on IBM LinuxONE TPC-E Database Aggregation Query
# Partitions
Speedup
Millionrowsperminute
IBMLinuxONE
Alternative Platform
IBM LinuxONE Alternative Platform
1.6
1.4
1.2
1
0.8
0.6
0.4
0.2
0
1.5
1
14
12
10
8
6
4
2
0
1 2 4
1.54X
1X
IBM LinuxONE Linux on distributed systems
1.8
1.6
1.4
1.2
1
0.8
0.6
0.4
0.2
0
Speed-up
Figure 9. Co-locate Apache Spark with competitor database on
IBM LinuxONE outperforms running Apace Spark off-platform up to 3 times
for aggregation analytical query
24. 24
IBM Systems
Docker is an open source tool that provides a way of
running isolated applications and software in a single
Linux instance in what are called “containers.”
●●
Package applications together for more efficient deploy-
ment and better density
●●
Develop the app package on any platform, provide the
binaries for the platform, and deploy the app anywhere—on
a laptop, in the datacenter, or in a public cloud
●●
Gain traction as a way to contemporize Linux environments
in datacenters
●●
Eliminate virtual machine resource overhead since the
hypervisor is not required
●●
Enable full support of DevOps model through simple
build process of containers, versioning and deployment
●●
Scale stateless solution components, such as node.js
instances, easily
Docker provides developers with more ease of use, portability
and the ability to quickly get up and running, providing users
will the ability to develop anywhere. Docker has an engine or
runtime that sits on top of the operating system and provides
the virtual containers into which users deploy the software.
Docker offers an elegant portability solution for applications
and software packages because it is lightweight and removes
some of the complexities of managing a hypervisor, e.g. KVM,
or VMware. However, if users want security they need to pack-
age them as second level guests to get the isolation between the
applications and data.
Advantages using Docker on IBM LinuxONE
The virtualization technology in IBM LinuxONE complements
Docker by offering a more powerful, scalable and secure
environment. For example, while developing or testing an
application, a user can obtain increased application density by
deploying containers directly on one Logical Partition (LPAR),
which eliminates the need for VM provisioning.
Why Docker and IBM LinuxONE are a perfect match:
●●
Easy app deployment: Docker on IBM LinuxONE allows
unparalleled simplicity in application packaging and
deployment.
●●
More efficient communication: With the ability to collocate
hundreds of thousands of containers sharing the same
memory subsystem, inter-container communication comes
close to the speed of a memory-to memory copy with
HiperSockets.
●●
Security: Expensive SSL calls that would have been needed
on a distributed system are no longer necessary since
communication is done through secure in-memory
channels.
●●
Faster and simpler auditing: Docker image snapshot
creation is as much as 4x faster due to dedicated compres-
sion cards; state rollback can happen in a heartbeat and
the system can be ready for auditing at a much more
granular level.
●●
More reliability: With IBM GDPS™, container storage is
virtually guaranteed 99.9999 percent uptime which means
more operational efficiency by eliminating the need for
replication that would typically be required.
●●
Makes Docker secure: With the ability to spawn a Linux
guest in seconds (or ideally, overcommit), Docker contain-
ers can offer security levels that VM level isolation brings to
the table, while maintaining the simplicity and flexibility of
deployment that containers offer.
When deploying applications in production, users can put the
containers inside second-level guests to get better isolation.
For maximum security, users can run individual containerized
applications inside separate LPARs, which gives isolation
on a bare-metal level that is unmatched by other platforms.
See Figure 10 for an illustration of how containers can run
on LPARs as well as VMs.
25. 25
IBM Systems
IBM LinuxONE application performance per Docker container
is higher with a high number of containers per virtualized or
physical resources. Its low hypervisor overhead allows Docker
containers that are running on second level VM guests to have
minimal impact on application performance while providing
full security isolation in a multitenant enterprise environment.
In addition to the main Docker tools, IBM is working to
provide Docker files that allow users to create containerized
applications of their choice to run on IBM LinuxONE.
Four simple use cases
1. Faster more efficient deployment: write applications once
Clients can write an app once, send to other people and then
deploy which means organizations do not have to develop
resources with special knowledge about how to install the app
and what other packages are required. The containers provide
the user with the automation for packaging with automated
scripts inside the container, providing an easier, more efficient
and faster way to deploy and run applications.
2. Break down the components of applications: choose only what
is needed to build what your organization wants
Let’s say a developer has an app that requires lots of parts for a
multi-tiered application comprised, for example, by a workflow
component, a WebSphere component, a database component,
and a math library component. One option is to put them in
four different containers. Then, if the workflow component is
not wanted, the user only needs to deploy three of the contain-
ers. The user is able to break down applications into different
parts and use only the necessary pieces. Many software products
are often shipped with the entire product included—in order to
access the one component that is needed, the user is required
to install the full complement of the application’s pieces. If an
app requires all the components, the user can put them in one
container. If the app doesn’t require all components the user has
the option to keep them separate—as if the pieces are optional.
The flexibility of being able to select only what is to be used—
like building blocks, enables users to more efficiently build what
they want.
Virtualized
resources
in VMs
Physical
resources
divided into
LPARs
Dockerized
applications
Linux
Guest
LPAR LPAR LPAR LPAR
I/O and Network
Memory
IFLs
LPAR LPAR
Virtualization Management Linux Linux
Linux
Guest
Linux
Guest
Linux
Guest
MongoDB
Node.js
MongoDB
Node.js
MongoDB
Node.js
Figure 10. Different levels of isolation—LPARs, VMs and Docker containers
3. Simple application portability: Develop Java applications on one
platform and deploy on multiple platforms
A developer can develop applications in Java on an Intel plat-
form and deploy them on IBM LinuxONE. Since Java doesn’t
require a recompile on different platforms, app portability is a
given. Without containers, the developer didn’t know if they
had the right libraries, Java VM level, and middleware require-
ments. But now with containers, any software the app requires
can be packaged into a container, provided it is Java. Although
the container has to be rebuilt on the platform image the
developer is using, once the developer is in a container model
this task becomes simple.
26. 26
IBM Systems
4. Enable more applications in one system: Docker on
IBM LinuxONE allows for larger density than VMs
Docker allows for larger density than VMs and enables more
applications in one system. Before containers, a user could
only run 10 WebSphere instances on an Intel system, but now
with containers and enhanced memory efficiency; the user
can run hundreds of the same instance because you don’t have
to set up separate VMs with hypervisors.
IBM LinuxONE offers advantages over commodity
x86 with memory overcommit, while the overhead on an
IBM LinuxONE with CPU virtualization is relatively small.
Users will see a bigger advantage in the distrusted environment
leveraging containers, however more importantly, the combina-
tion of containers and security isolation due to this memory
overcommit means lower VM overhead.
In a Docker environment that leverages density, the user loses
the security isolation between these applications because the
hypervisor is not present. If security is not a priority, then
running on bare metal gives good density at faster response
time. However, if your organization is concerned about
security, then you will want isolation, and the overhead on
the IBM LinuxONE is minimal.
Organizations running mission critical applications can leverage
density/bare metal in a development-test environment to
rapidly put everything on one IBM LinuxONE partition to
eliminate the provisioning associated with hypervisors. In
production, you can revert back to second level guests to
get the isolation, and live with the hypervisor overhead as the
production environment does not change rapidly. You can use
this VM isolation on a tenant granularity to get the isolation on
a tenant base, and on sufficient “mass” of applications to gain
from the efficiency opportunities because VMs don’t have as
big overhead on IBM LinuxONE as compared with that on a
distributed x86 platform.
With IBM LinuxONE users can shape their environment with
system virtualization and container elements according to the
landscape and requirements without limitations in performance.
This means organizations can define their IT structures
according to their needs, not their system constraints.
Take a test drive using the IBM LinuxONE
Community Cloud
IBM is committed to working with open source development
communities to enable them to develop, test and continuously
integrate code on IBM LinuxONE systems. IBM offers access
to IBM LinuxONE hardware in a number of ways.
Organizations can now test drive IBM LinuxONE. The
IBM LinuxONE Community Cloud offers organizations no-charge,
open access to an enterprise grade Linux environment. Quickly
and easily provision a virtual server image with the Linux
distribution of your choice—RedHat, SUSE or coming soon
Ubuntu. The easy 90 day trial includes up to 2 virtual CPU,
2 GB memory and 40 GB of storage.
The IBM LinuxONE community cloud provides ISVs,
clients, developers and students the perfect starting point
to understanding the benefits that IBM LinuxONE offers.
Get started today: http://ibm.com/linuxone/try
27. 27
IBM Systems
1
International Telecommunication Union (ITU), Facts and figures,
TU Telecommunication Development Bureau, 2015.
https://www.itu.int/en/ITU-D/Statistics/Documents/facts/
ICTFactsFigures2015.pdf
2
Performance comparison based on IBM Internal tests comparing
IBM LinuxONE Emperor cloud with one comparably configured
private x86 cloud and one comparably configured public cloud running
an aggregation of light, medium and heavy workloads designed to
replicate typical IBM customer workload usage in the marketplace.
System configurations are based on equivalence ratios derived from
IBM internal studies and are as follows: Public Cloud configuration: total
of 219 instances (128 for light workloads, 64 for medium workloads and
27 for heavy workloads); x86 Cloud configuration: total of eleven
x86 systems each with 24 Intel E7-8857 v2 3.0GHz cores, 512GB
memory, and 7x400GB SSDs; LinuxONE Emperor Cloud configura-
tion: total of 32 Linux cores, 3806GB memory, and Storwize v7000 with
47x400GB SSDs. Price comparison estimates based on a 3YR Total Cost
of Ownership (TCO) using publicly available U.S. prices (including a
20% discount for middleware) current as of January 1, 2015. Public
Cloud TCO estimate includes costs (US East Region) of infrastructure
(instances, data out, storage, support, free tier/reserved tier discounts),
middleware and labor. LinuxONE Emperor and x86 TCO estimates
include costs of infrastructure (system, memory, storage, virtualization,
OS, cloud management), middleware, power, floor space and labor.
Results may vary based on actual workloads, system configurations,
customer applications, queries and other variables in a production
environment and may produce different results. Users of this document
should verify the applicable data for their specific environment.
3
Based on Common Criteria EAL5+ security rating, U.S. National
Vulnerability Database, Solitaire CX Study and ITIC Study
4
Based on Common Criteria EAL5+ security rating, U.S. National
Vulnerability Database, Solitaire CX Study and ITIC Study
5
Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update
2014–2019 White Paper, http://www.cisco.com/c/en/us/solutions/
collateral/service-provider/visual-networking-index-vni/
white_paper_c11-520862.html
6
CMO Council: Facts & Stats, https://www.cmocouncil.org/
facts-stats-categories.php?view=all&category=mobile-marketing
7
New Metrics and Insights for a Mobile World, pg 4, Dr. Howard A.
Rubin, CEO and Founder, Rubin Worldwide, Professor Emeritus
City University of New York, 2015
8
Based on face-to-face conversations with more than 1,600 CIOs from
70 countries and 20 industries worldwide, http://www-01.ibm.com/
common/ssi/cgi-bin/ssialias?subtype=XB&infotype=PM&appname=
GBSE_GB_TI_USEN&htmlfid=GBE03580USEN&attachment=
GBE03580USEN.PDF
9
IBM Technical Paper: An overview of IBM MobileFirst Platform:
Build, test, integrate, deploy and manage mobile applications,
http://www2.themsphub.com/rs/creationagencyibm/images/
MobileFirst_Platform_Overview.pdf
10 http://highscalability.com/strategy-diagonal-scaling-
dont-forget-scale-out-and
11
IBM is a member or sponsor of: The Linux Foundation, The OpenStack
Foundation, The Node.js Foundation, The OpenJDK Governing Board,
OASIS, and The Apache Software Foundation, among others.
12
The central list of ported open source software can be found on the
IBM DeveloperWorkscommunity:https://www.ibm.com/developerworks/-
community/groups/community/lozopensource. Feel free to raise requests
in the community forum for open source software that are not yet
available on the platform.
13 https://www-01.ibm.com/support/knowledgecenter/linuxonibm/
com.ibm.linux.z.lxci/lxci_c_geninfo.html
14 http://www.modulecounts.com/
15 https://developer.ibm.com/node/sdk/
16 https://github.com/acmeair/acmeair-nodejs
17 https://github.com/acmeair/acmeair-nodejs
18 https://github.com/acmeair/acmeair-nodejs
19 http://www.postgresql.org/about/users/
20
Mark Wong (2ndQuadrant Ltd.), OLTP Performance Benchmark of
PostgreSQL 9.4 on IBM Systems, http://2ndquadrant.com/en/
support/support-ibm-z-systems/performance-analysis/