This document discusses the current and future state of service mesh. It provides an overview of Solo.io, including its leadership team members and growth. It then discusses key functions of service meshes like Istio including traffic control and policy enforcement. The document outlines considerations for extending the data plane, such as with GraphQL and eBPF. It argues that optimizing the data plane is an area of ongoing innovation and discusses tradeoffs between different data plane architectures.
FIWARE Global Summit - Building Production Grade IoT Platform Leveraging FIWAREFIWARE
Presentation by Parwinder Singh (Technical Specialist, NEC Technologies India Pvt Ltd.) and Satinder Jeet Singh (Group Project Manager, NEC Technologies India Pvt Ltd.)
FIWARE Global Summit
23-24 October 2019 - Berlin, Germany
Kubernetes Ingress to Service Mesh (and beyond!)Christian Posta
Kubernetes users need to allow traffic to flow into and within the cluster. Treating the application traffic separately from the business logic allows presents new possibilities in how service to service traffic is served, controlled and observed — and provides a transition to intra cluster networking like Service Mesh. With microservices, there is a concept of both North / South traffic (incoming requests from end users to the cluster) and East / West (intra cluster) communication between the services. In this talk we will explain how Envoy Proxy works in Kubernetes as a proxy for both of these traffic directions and how it can be leveraged to do things like traffic shaping, security, and integrate the north/south to east/west behavior.
Christian Posta (@christianposta) is Global Field CTO at Solo.io, former Chief Architect at Red Hat, and well known in the community for being an author (Istio in Action, Manning, Istio Service Mesh, O'Reilly 2018, Microservices for Java Developers, O’Reilly 2016), frequent blogger, speaker, open-source enthusiast and committer on various open-source projects including Istio, Kubernetes, and many others. Christian has spent time at both enterprises as well as web-scale companies and now helps companies create and deploy large-scale, cloud-native resilient, distributed architectures. He enjoys mentoring, training and leading teams to be successful with distributed systems concepts, microservices, devops, and cloud-native application design.
Presented at Spacewalk 2023
Presented by Christian Posta, solo.io
Title: The Future of Service Mesh
Abstract: Service mesh is a powerful way to solve cross-cutting application-networking concerns, such as load balancing, service resilience, observability, and security. Adopting a mesh for your services can save hundreds of hours of developer time and reduce the burden placed on operations. In this talk we'll explore some common use cases for service mesh, look at some case studies, and then dig into innovation happening in this space such as "sidecar-less" service mesh.
The document discusses the new enterprise reality of hybrid workers, modern app architectures, software as a service (SaaS) adoption, and agile networks. It notes that enterprise IT is rapidly losing visibility and control as infrastructure is provisioned at the edge and outages can be caused by external providers. ThousandEyes provides cloud and network intelligence to give enterprises deep visibility into every layer of the network and applications to help optimize digital experiences. This includes monitoring application performance, network paths, routing, and correlating data to identify issues. ThousandEyes has agents around the world and integrates with popular platforms.
Istio ambient mesh uses a sidecar-less data plane that focuses on ease of operations, incremental adoption, and separation of security boundaries for applications and mesh infrastructure.
In this webinar, we'll explore:
- The forces of modernization and compliance pressures,
- How Zero Trust Architecture (ZTA) can help, and
- How Istio ambient mesh lowers the barrier for establishing the properties necessary to achieve Zero Trust and compliance
IoT Physical Servers and Cloud Offerings.pdfGVNSK Sravya
This document provides an overview of cloud computing and its relevance to IoT. It discusses various cloud storage models and APIs that enable communication with cloud services. It introduces the WAMP protocol for building publish-subscribe and RPC-based distributed apps for IoT. The document also covers using the Xively cloud platform and Django web framework for developing IoT apps. Key topics include cloud computing concepts, types of cloud services, advantages of cloud, and getting started with Django projects, apps, databases and models.
Cisco Connect Toronto 2018 sd-wan - delivering intent-based networking to t...Cisco Canada
This document discusses Cisco SD-WAN and its ability to deliver intent-based networking to branches and the WAN. It begins by noting the business challenges of traditional network architectures in supporting modern needs around mobility, cloud applications, and security. It then introduces Cisco SD-WAN as a software-defined solution that provides automated, predictive, and business-intent driven networking through centralized control, application-aware policies, hybrid WAN transport, and integrated security and analytics capabilities. Key components of the Cisco SD-WAN architecture are also summarized, including the data, control, management, and orchestration planes.
Application developers are key to the success of an edge compute strategy. They are the backbone for any digital ecosystem and their requirements drive the platform architecture. Edge computing is no different. In this talk, we will focus on some key requirements, challenges and possible solutions for a developer centric architecture for multi-access edge computing including abstraction of the service provider’s network complexity, low footprint cloud native builder models, micro-services, hardware abstractions, intelligence layers and massive monitoring of application instances.
About the speaker: Shamik Mishra is currently Assistant Vice President (AVP), Technology and Innovation at Aricent. He is a practice leader for new product architectures. He has extensive experience and contributions in software development in cloud, wireless technologies, edge computing and platform software. His research interests are Network Function Virtualization (NFV), Cloud and edge computing and Machine Learning (ML). He has spoken in several conferences and his work is regularly covered in the media. Shamik has a bachelor’s and a master’s degree from Indian Institute of Technology (IIT) Kharagpur, India.
FIWARE Global Summit - Building Production Grade IoT Platform Leveraging FIWAREFIWARE
Presentation by Parwinder Singh (Technical Specialist, NEC Technologies India Pvt Ltd.) and Satinder Jeet Singh (Group Project Manager, NEC Technologies India Pvt Ltd.)
FIWARE Global Summit
23-24 October 2019 - Berlin, Germany
Kubernetes Ingress to Service Mesh (and beyond!)Christian Posta
Kubernetes users need to allow traffic to flow into and within the cluster. Treating the application traffic separately from the business logic allows presents new possibilities in how service to service traffic is served, controlled and observed — and provides a transition to intra cluster networking like Service Mesh. With microservices, there is a concept of both North / South traffic (incoming requests from end users to the cluster) and East / West (intra cluster) communication between the services. In this talk we will explain how Envoy Proxy works in Kubernetes as a proxy for both of these traffic directions and how it can be leveraged to do things like traffic shaping, security, and integrate the north/south to east/west behavior.
Christian Posta (@christianposta) is Global Field CTO at Solo.io, former Chief Architect at Red Hat, and well known in the community for being an author (Istio in Action, Manning, Istio Service Mesh, O'Reilly 2018, Microservices for Java Developers, O’Reilly 2016), frequent blogger, speaker, open-source enthusiast and committer on various open-source projects including Istio, Kubernetes, and many others. Christian has spent time at both enterprises as well as web-scale companies and now helps companies create and deploy large-scale, cloud-native resilient, distributed architectures. He enjoys mentoring, training and leading teams to be successful with distributed systems concepts, microservices, devops, and cloud-native application design.
Presented at Spacewalk 2023
Presented by Christian Posta, solo.io
Title: The Future of Service Mesh
Abstract: Service mesh is a powerful way to solve cross-cutting application-networking concerns, such as load balancing, service resilience, observability, and security. Adopting a mesh for your services can save hundreds of hours of developer time and reduce the burden placed on operations. In this talk we'll explore some common use cases for service mesh, look at some case studies, and then dig into innovation happening in this space such as "sidecar-less" service mesh.
The document discusses the new enterprise reality of hybrid workers, modern app architectures, software as a service (SaaS) adoption, and agile networks. It notes that enterprise IT is rapidly losing visibility and control as infrastructure is provisioned at the edge and outages can be caused by external providers. ThousandEyes provides cloud and network intelligence to give enterprises deep visibility into every layer of the network and applications to help optimize digital experiences. This includes monitoring application performance, network paths, routing, and correlating data to identify issues. ThousandEyes has agents around the world and integrates with popular platforms.
Istio ambient mesh uses a sidecar-less data plane that focuses on ease of operations, incremental adoption, and separation of security boundaries for applications and mesh infrastructure.
In this webinar, we'll explore:
- The forces of modernization and compliance pressures,
- How Zero Trust Architecture (ZTA) can help, and
- How Istio ambient mesh lowers the barrier for establishing the properties necessary to achieve Zero Trust and compliance
IoT Physical Servers and Cloud Offerings.pdfGVNSK Sravya
This document provides an overview of cloud computing and its relevance to IoT. It discusses various cloud storage models and APIs that enable communication with cloud services. It introduces the WAMP protocol for building publish-subscribe and RPC-based distributed apps for IoT. The document also covers using the Xively cloud platform and Django web framework for developing IoT apps. Key topics include cloud computing concepts, types of cloud services, advantages of cloud, and getting started with Django projects, apps, databases and models.
Cisco Connect Toronto 2018 sd-wan - delivering intent-based networking to t...Cisco Canada
This document discusses Cisco SD-WAN and its ability to deliver intent-based networking to branches and the WAN. It begins by noting the business challenges of traditional network architectures in supporting modern needs around mobility, cloud applications, and security. It then introduces Cisco SD-WAN as a software-defined solution that provides automated, predictive, and business-intent driven networking through centralized control, application-aware policies, hybrid WAN transport, and integrated security and analytics capabilities. Key components of the Cisco SD-WAN architecture are also summarized, including the data, control, management, and orchestration planes.
Application developers are key to the success of an edge compute strategy. They are the backbone for any digital ecosystem and their requirements drive the platform architecture. Edge computing is no different. In this talk, we will focus on some key requirements, challenges and possible solutions for a developer centric architecture for multi-access edge computing including abstraction of the service provider’s network complexity, low footprint cloud native builder models, micro-services, hardware abstractions, intelligence layers and massive monitoring of application instances.
About the speaker: Shamik Mishra is currently Assistant Vice President (AVP), Technology and Innovation at Aricent. He is a practice leader for new product architectures. He has extensive experience and contributions in software development in cloud, wireless technologies, edge computing and platform software. His research interests are Network Function Virtualization (NFV), Cloud and edge computing and Machine Learning (ML). He has spoken in several conferences and his work is regularly covered in the media. Shamik has a bachelor’s and a master’s degree from Indian Institute of Technology (IIT) Kharagpur, India.
A Transport Layer and Socket API for (h)ICN: Design, Implementation and Perfo...Luca Muscariello
We present the design of a transport layer and socket
API that can be used in several ICN architectures such as NDN,
CCN and hICN. The current design makes it possible to expose an
API that is simple to insert in current applications and easy to use to
develop novel ones. The proliferation of connected applications for
very different use cases and services with wide spectrum of requirements suggests that several transport services will coexist in the
Internet. This is just about to happen with QUIC, MPTCP, LEDBAT
as the most notable ones but is expected to grow and diversify with
the advent of applications for 5G, IoT, MEC with heterogeneous
connectivity. The advantages of ICN have to be measurable from
the application, end-services and in the network, with relevant
key performance indicators. We have implemented an high speed
transport stack with most of the designed features that we present
in this paper with extensive experiments and benchmarks to show
the scalability of the current systems in different use cases
The document discusses Cisco's SD-WAN solution with Viptela. It provides an overview of the key components of Cisco's SD-WAN architecture including the management plane (vManage), control plane (vSmart), data plane (vEdge), and orchestration plane (vBond). It also summarizes capabilities like zero touch provisioning, VPN segmentation, application policies, and centralized management.
Brocade Software Networking Presentation at Interface 2016Scott Sims
This document summarizes Brocade's software networking solutions including Software Defined Networking (SDN) and Network Function Virtualization (NFV). It describes Brocade's SDN controller, vRouter, vADC, and Services Director products. The SDN controller provides a centralized view of the network and APIs for developing applications. The vRouter is a virtual router that can provide networking and security functions with high performance. The vADC provides load balancing, traffic management, and application delivery capabilities. The Services Director provides capacity management and metering for virtual network functions.
Service Mesh: Two Big Words But Do You Need It?DevOps.com
Today, one of the big concepts buzzing in the app development world is service mesh. A service mesh is a configurable infrastructure layer for microservices application that makes communication flexible, reliable and fast. Let’s take a step back, though, and answer this question: Do you need a service mesh?
Join this webinar to learn:
What a service mesh is; when and why you need it — or when and why you may not
App modernization journey and traffic management approaches for microservices-based apps
How to make an informed decision based on cost and complexity before adopting service mesh
Learn about NGINX Service Mesh in a live demo, and how it provides the best service mesh option for container-based L7 traffic management
Service Mesh @Lara Camp Myanmar - 02 Sep,2023Hello Cloud
Sai Linnthu is a founding partner at HelloCloud.io and discusses service meshes and Istio. Istio provides a framework-agnostic approach for managing communication policies and observability across cloud-native microservices. While Istio addresses many challenges of microservices, its complexity makes it difficult to use and manage across multiple clouds without additional capabilities like centralized metrics, access logging and lifecycle management.
As more applications are being developed as a set of microservices, containers and platforms such as Kubernetes make many things much easier, but still leave untouched many operational issues such as traffic management and visibility, service authentication, security and policy. Istio, is a new service mesh that attempts to address many of these. We will discuss the architecture of Istio and the benefits it may offer to new microservice-based systems in a multicloud world.
The document discusses Cisco's Hadoop as a service offering on their Intercloud platform. Some key points:
- Cisco provides managed Hadoop, including Cloudera's distribution, on optimized instances with local storage and object storage. This offers a scalable, reliable, and secure environment for Hadoop workloads.
- Use cases discussed include predictive maintenance using IoT data and analyzing customer journeys across multiple channels.
- A pilot test showed Cisco's platform could process over 100 million records from production data across various Hadoop jobs.
- Cisco also discusses their data virtualization product CiscoDV, which can integrate data across on-premises, cloud sources on Cisco and AWS.
-
Quebec - 16 November 2022 - Canada CNCF Meetups.pdfprune1
This document appears to be notes from a Cloud Native Computing Foundation meetup in Quebec. The meetup featured presentations on topics like Istio Ambient Mesh, GitOps with OCI artifacts and Helm charts, and configuring a laptop for Kubernetes. It also included discussions on using GitOps and establishing a KCD chapter in Quebec. The agenda, speakers, and trends observed at KubeCon North America 2022 were recapped. Plans for upcoming meetups in Toronto, Montreal and Ottawa were announced.
Data Plane Matters! A Deep Dive and Demo on NGINX Service MeshNGINX, Inc.
On-Demand Link: https://www.nginx.com/resources/webinars/service-mesh/
About the Webinar
Join us for a special launch webinar as we introduce you to NGINX Service Mesh, our new offering as part of the NGINX product suite.
In this webinar, you’ll learn about using NGINX Plus and NGINX Controller as part of your microservices journey, why your organization may need a service mesh to improve performance and reliability of your applications, and how NGINX Service Mesh can help you meet these needs. Our presenter(s) will also provide a demonstration of NGINX Service Mesh, giving you an insight into the new experience that awaits you and your team.
[Oracle Webcast] Discover the Oracle Blockchain Platform through the eyes of ...Sanae BEKKAR
Voici le support de notre présentation du dernier Oracle Virtual Meetup , qui s'est déroulé le 07 Janvier 2020 , auquel on s'est concentré sur la découverte du service Oracle Blockchain Platform, qui offre une solution pré-assemblée pour la construction et l'exécution de SMart Contrat et maintient un ledger distribué inviolable , à travers le Business case 'D-check' la maintenance des pièces de l'avion , l'un des process les plus complexe du monde de l'Aviation .
Rejoignez-nous : https://www.meetup.com/fr-FR/Oracle-Developer-Meetup-France
Bonne lecture!
Introduce about cloud service adoption for Thailand and globally. What is the factor to transform modernize cloud technology and how to work with it? Then, we talking about the definition of Serverless service on public cloud provider and example success solution design on cloud-native application that include Serverless service in a mainly design.
Leveraging the strength of OSGi to deliver a convergent IoT Ecosystem - O Log...mfrancis
The “internet of things” is the next revolutionary wave following profound changes brought to us by Personal Computers (connecting places) and Mobile Phones (connecting people on the go). This third wave heralds the beginning of the new era of pervasive connectivity, embedded intelligence, and application convergence. It will be the world where smart things will communicate among themselves and with us enabling greener, more efficient, and at the same time more comfortable environment.
This talk will present a platform and products designed to serve the new markets enabled by the Internet of Things, with a particular focus on the value of the OSGi framework enabling convergence of Home Automation, Smart Energy, Electric Vehicle Charging, and e-health on a single remotely manageable platform. It will also provide insights on how the platform was developed leveraging the extensibility offered by the OSGi framework and ProSyst’s modular architecture.
The built-in OSGi stack provides Java-level abstraction of the network interfaces and Smart Energy Profile 2.0 stack as well as cloud integration features such as web server, web services and standards-based remote management. The OSGi framework is the key enabler of the product lifecycle and remote application management mandatory for service provider driven deployments. The Smart Energy 2.0 standard is a key element of the future smart grid. And the work presented in this talk describes the first platform integrating the SEP 2.0 protocol stack with an OSGi based middleware. The OSGi based solution also provides higher level of device security through the use of secure element. The UDK-21 is build around a System-on-Chip STreamPlug (ST2100), the solution features a fully integrated HomePlug PHY/MAC and Analog Front End combined with the ARM926EJ-S processor and a rich set of interfaces.
A demo showing Smart Energy Profile 2.0 use cases will outline these features. The demo will show how web based applications can interact with the OSGi stack on the already publicly available UDK-21 based gateway to control remote devices, such as a thermostat or an electric load. The access to SEP 2.0 devices will be done by the means of JSON-RPC based APIs, independent of the underlying device protocol, hence highlighting the benefits of a generic protocol agnostic architecture from the application standpoint. Other examples of the products that can be built around UDK-21 include Electric Vehicle Charger, Smart Meter, and a Basement Sensor Hub.
Ankit Vakil has over 6 years of experience as a software developer specializing in connectivity, data structures, algorithms, cloud, storage, and encryption. He has worked on projects involving WiFi development, cloud video streaming solutions, medical device connectivity, and network-attached storage. Ankit has extensive skills in C, C++, UNIX, and tools like Visual Studio, SVN and has delivered projects on time within budgets.
Move Auth, Policy, and Resilience to the PlatformChristian Posta
Developer's time is the most crucial resource in an enterprise IT organization. Too much time is spent on undifferentiated heavy lifting and in the world of APIs and microservices much of that is spent on non-functional, cross-cutting networking requirements like security, observability, and resilience.
As organizations reconcile their DevOps practices into Platform Engineering, tools like Istio help alleviate developer pain. In this talk we dig into what that pain looks like, how much it costs, and how Istio has solved these concerns by examining three real-life use cases. As this space continues to emerge, and innovation has not slowed, we will also discuss the recently announced Istio sidecar-less mode which significantly reduces the hurdles to adopt Istio within Kubernetes or outside Kubernetes.
apidays LIVE Paris 2021 - Advanced Authentication patterns at the Edge by Den...apidays
apidays LIVE Paris 2021 - APIs and the Future of Software
December 7, 8 & 9, 2021
Advanced Authentication patterns at the Edge
Denis Jannot, Director of Field Engineering at Solo.io
Ken Owens, the CTO of Cisco Intercloud Services, presented on Cisco's migration from MapReduce jobs to Spark jobs for processing customer interaction data. The document discussed Cisco's need to embrace both traditional and hyperscale application deployment across data centers, clouds, and edges. It also covered Cisco's analysis platform requirements, AWS and Cisco Intercloud sizing comparisons, and performance results from testing the migration of MapReduce jobs to Spark on the Cisco Intercloud.
How Cisco Migrated from MapReduce Jobs to Spark Jobs - StampedeCon 2015StampedeCon
At the StampedeCon 2015 Big Data Conference: The starting point for this project was a MapReduce application that processed log files produced by the support portal. This application was running on Hadoop with Ruby Wukong. At the time of the project start it was underperforming and did not show good scalability. This made the case for redesigning it using Spark with Scala and Java.
Initial review of the Ruby code revealed that it was using disk IO excessively, in order to communicate between MapReduce jobs. Each job was implemented as a separate script passing large data volumes through. Spark is more efficient in managing intermediate data passed between MapReduce jobs – not only it keeps it in memory whenever possible, it often eliminates the need for intermediate data at all. However, that alone not brought us much improvement since there were additional bottlenecks at data aggregation stages.
The application involved a global data ordering step, followed by several localized aggregation steps. This first global sort required significant data shuffle that was inefficient. Spark allowed us to partition the data and convert a single global sort into many local sorts, each running on a single node and not exchanging any data with other nodes. As a result, several data processing steps started to fit into node memory, which brought about a tenfold performance improvement.
How to reinvent your organization in an iterative and pragmatic way? This is the result of using our digital toolbox. It allows you to transform your business model, expand your ecosystem by setting up your digital platform. This reinvention is also supported by the adaptation of your governance allowing you to innovate while guaranteeing the performance of your organization. For any information / suggestion / collaboration - william.poos@nrb.be
Comment réinventer votre organisation de manière itérative et pragmatique ? C'est le résultat de l'utilisation de notre boîte à outils digitale. Elle vous permet de transformer votre modèle métier, d'étendre votre écosystème en mettant en place votre plateforme digitale. Cette réinvention est également supportée par l'adaptation de votre gouvernance vous permettant d'innover tout en garantissant la performance de votre organisation. Pour toute information / suggestion / collaboration - william.poos@nrb.be
Tool Support for Testing as Chapter 6 of ISTQB Foundation 2018. Topics covered are Tool Benefits, Test Tool Classification, Benefits of Test Automation and Risk of Test Automation
Multimodal Retrieval Augmented Generation (RAG) with MilvusZilliz
We've seen an influx of powerful multimodal capabilities in many LLMs. In this talk, we'll vectorize a dataset of images and texts into the same embedding space, store them in Milvus, retrieve all relevant data using multilingual texts and/or images and input multimodal data as context into GPT-4o.
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We present the design of a transport layer and socket
API that can be used in several ICN architectures such as NDN,
CCN and hICN. The current design makes it possible to expose an
API that is simple to insert in current applications and easy to use to
develop novel ones. The proliferation of connected applications for
very different use cases and services with wide spectrum of requirements suggests that several transport services will coexist in the
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Service Mesh: Two Big Words But Do You Need It?DevOps.com
Today, one of the big concepts buzzing in the app development world is service mesh. A service mesh is a configurable infrastructure layer for microservices application that makes communication flexible, reliable and fast. Let’s take a step back, though, and answer this question: Do you need a service mesh?
Join this webinar to learn:
What a service mesh is; when and why you need it — or when and why you may not
App modernization journey and traffic management approaches for microservices-based apps
How to make an informed decision based on cost and complexity before adopting service mesh
Learn about NGINX Service Mesh in a live demo, and how it provides the best service mesh option for container-based L7 traffic management
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As more applications are being developed as a set of microservices, containers and platforms such as Kubernetes make many things much easier, but still leave untouched many operational issues such as traffic management and visibility, service authentication, security and policy. Istio, is a new service mesh that attempts to address many of these. We will discuss the architecture of Istio and the benefits it may offer to new microservice-based systems in a multicloud world.
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On-Demand Link: https://www.nginx.com/resources/webinars/service-mesh/
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Join us for a special launch webinar as we introduce you to NGINX Service Mesh, our new offering as part of the NGINX product suite.
In this webinar, you’ll learn about using NGINX Plus and NGINX Controller as part of your microservices journey, why your organization may need a service mesh to improve performance and reliability of your applications, and how NGINX Service Mesh can help you meet these needs. Our presenter(s) will also provide a demonstration of NGINX Service Mesh, giving you an insight into the new experience that awaits you and your team.
[Oracle Webcast] Discover the Oracle Blockchain Platform through the eyes of ...Sanae BEKKAR
Voici le support de notre présentation du dernier Oracle Virtual Meetup , qui s'est déroulé le 07 Janvier 2020 , auquel on s'est concentré sur la découverte du service Oracle Blockchain Platform, qui offre une solution pré-assemblée pour la construction et l'exécution de SMart Contrat et maintient un ledger distribué inviolable , à travers le Business case 'D-check' la maintenance des pièces de l'avion , l'un des process les plus complexe du monde de l'Aviation .
Rejoignez-nous : https://www.meetup.com/fr-FR/Oracle-Developer-Meetup-France
Bonne lecture!
Introduce about cloud service adoption for Thailand and globally. What is the factor to transform modernize cloud technology and how to work with it? Then, we talking about the definition of Serverless service on public cloud provider and example success solution design on cloud-native application that include Serverless service in a mainly design.
Leveraging the strength of OSGi to deliver a convergent IoT Ecosystem - O Log...mfrancis
The “internet of things” is the next revolutionary wave following profound changes brought to us by Personal Computers (connecting places) and Mobile Phones (connecting people on the go). This third wave heralds the beginning of the new era of pervasive connectivity, embedded intelligence, and application convergence. It will be the world where smart things will communicate among themselves and with us enabling greener, more efficient, and at the same time more comfortable environment.
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Ankit Vakil has over 6 years of experience as a software developer specializing in connectivity, data structures, algorithms, cloud, storage, and encryption. He has worked on projects involving WiFi development, cloud video streaming solutions, medical device connectivity, and network-attached storage. Ankit has extensive skills in C, C++, UNIX, and tools like Visual Studio, SVN and has delivered projects on time within budgets.
Move Auth, Policy, and Resilience to the PlatformChristian Posta
Developer's time is the most crucial resource in an enterprise IT organization. Too much time is spent on undifferentiated heavy lifting and in the world of APIs and microservices much of that is spent on non-functional, cross-cutting networking requirements like security, observability, and resilience.
As organizations reconcile their DevOps practices into Platform Engineering, tools like Istio help alleviate developer pain. In this talk we dig into what that pain looks like, how much it costs, and how Istio has solved these concerns by examining three real-life use cases. As this space continues to emerge, and innovation has not slowed, we will also discuss the recently announced Istio sidecar-less mode which significantly reduces the hurdles to adopt Istio within Kubernetes or outside Kubernetes.
apidays LIVE Paris 2021 - Advanced Authentication patterns at the Edge by Den...apidays
apidays LIVE Paris 2021 - APIs and the Future of Software
December 7, 8 & 9, 2021
Advanced Authentication patterns at the Edge
Denis Jannot, Director of Field Engineering at Solo.io
Ken Owens, the CTO of Cisco Intercloud Services, presented on Cisco's migration from MapReduce jobs to Spark jobs for processing customer interaction data. The document discussed Cisco's need to embrace both traditional and hyperscale application deployment across data centers, clouds, and edges. It also covered Cisco's analysis platform requirements, AWS and Cisco Intercloud sizing comparisons, and performance results from testing the migration of MapReduce jobs to Spark on the Cisco Intercloud.
How Cisco Migrated from MapReduce Jobs to Spark Jobs - StampedeCon 2015StampedeCon
At the StampedeCon 2015 Big Data Conference: The starting point for this project was a MapReduce application that processed log files produced by the support portal. This application was running on Hadoop with Ruby Wukong. At the time of the project start it was underperforming and did not show good scalability. This made the case for redesigning it using Spark with Scala and Java.
Initial review of the Ruby code revealed that it was using disk IO excessively, in order to communicate between MapReduce jobs. Each job was implemented as a separate script passing large data volumes through. Spark is more efficient in managing intermediate data passed between MapReduce jobs – not only it keeps it in memory whenever possible, it often eliminates the need for intermediate data at all. However, that alone not brought us much improvement since there were additional bottlenecks at data aggregation stages.
The application involved a global data ordering step, followed by several localized aggregation steps. This first global sort required significant data shuffle that was inefficient. Spark allowed us to partition the data and convert a single global sort into many local sorts, each running on a single node and not exchanging any data with other nodes. As a result, several data processing steps started to fit into node memory, which brought about a tenfold performance improvement.
How to reinvent your organization in an iterative and pragmatic way? This is the result of using our digital toolbox. It allows you to transform your business model, expand your ecosystem by setting up your digital platform. This reinvention is also supported by the adaptation of your governance allowing you to innovate while guaranteeing the performance of your organization. For any information / suggestion / collaboration - william.poos@nrb.be
Comment réinventer votre organisation de manière itérative et pragmatique ? C'est le résultat de l'utilisation de notre boîte à outils digitale. Elle vous permet de transformer votre modèle métier, d'étendre votre écosystème en mettant en place votre plateforme digitale. Cette réinvention est également supportée par l'adaptation de votre gouvernance vous permettant d'innover tout en garantissant la performance de votre organisation. Pour toute information / suggestion / collaboration - william.poos@nrb.be
Similar to The Current And Future State Of Service Mesh (20)
Tool Support for Testing as Chapter 6 of ISTQB Foundation 2018. Topics covered are Tool Benefits, Test Tool Classification, Benefits of Test Automation and Risk of Test Automation
Multimodal Retrieval Augmented Generation (RAG) with MilvusZilliz
We've seen an influx of powerful multimodal capabilities in many LLMs. In this talk, we'll vectorize a dataset of images and texts into the same embedding space, store them in Milvus, retrieve all relevant data using multilingual texts and/or images and input multimodal data as context into GPT-4o.
The document discusses fundamentals of software testing including definitions of testing, why testing is necessary, seven testing principles, and the test process. It describes the test process as consisting of test planning, monitoring and control, analysis, design, implementation, execution, and completion. It also outlines the typical work products created during each phase of the test process.
Coordinate Systems in FME 101 - Webinar SlidesSafe Software
If you’ve ever had to analyze a map or GPS data, chances are you’ve encountered and even worked with coordinate systems. As historical data continually updates through GPS, understanding coordinate systems is increasingly crucial. However, not everyone knows why they exist or how to effectively use them for data-driven insights.
During this webinar, you’ll learn exactly what coordinate systems are and how you can use FME to maintain and transform your data’s coordinate systems in an easy-to-digest way, accurately representing the geographical space that it exists within. During this webinar, you will have the chance to:
- Enhance Your Understanding: Gain a clear overview of what coordinate systems are and their value
- Learn Practical Applications: Why we need datams and projections, plus units between coordinate systems
- Maximize with FME: Understand how FME handles coordinate systems, including a brief summary of the 3 main reprojectors
- Custom Coordinate Systems: Learn how to work with FME and coordinate systems beyond what is natively supported
- Look Ahead: Gain insights into where FME is headed with coordinate systems in the future
Don’t miss the opportunity to improve the value you receive from your coordinate system data, ultimately allowing you to streamline your data analysis and maximize your time. See you there!
In this follow-up session on knowledge and prompt engineering, we will explore structured prompting, chain of thought prompting, iterative prompting, prompt optimization, emotional language prompts, and the inclusion of user signals and industry-specific data to enhance LLM performance.
Join EIS Founder & CEO Seth Earley and special guest Nick Usborne, Copywriter, Trainer, and Speaker, as they delve into these methodologies to improve AI-driven knowledge processes for employees and customers alike.
GDG Cloud Southlake #34: Neatsun Ziv: Automating AppsecJames Anderson
The lecture titled "Automating AppSec" delves into the critical challenges associated with manual application security (AppSec) processes and outlines strategic approaches for incorporating automation to enhance efficiency, accuracy, and scalability. The lecture is structured to highlight the inherent difficulties in traditional AppSec practices, emphasizing the labor-intensive triage of issues, the complexity of identifying responsible owners for security flaws, and the challenges of implementing security checks within CI/CD pipelines. Furthermore, it provides actionable insights on automating these processes to not only mitigate these pains but also to enable a more proactive and scalable security posture within development cycles.
The Pains of Manual AppSec:
This section will explore the time-consuming and error-prone nature of manually triaging security issues, including the difficulty of prioritizing vulnerabilities based on their actual risk to the organization. It will also discuss the challenges in determining ownership for remediation tasks, a process often complicated by cross-functional teams and microservices architectures. Additionally, the inefficiencies of manual checks within CI/CD gates will be examined, highlighting how they can delay deployments and introduce security risks.
Automating CI/CD Gates:
Here, the focus shifts to the automation of security within the CI/CD pipelines. The lecture will cover methods to seamlessly integrate security tools that automatically scan for vulnerabilities as part of the build process, thereby ensuring that security is a core component of the development lifecycle. Strategies for configuring automated gates that can block or flag builds based on the severity of detected issues will be discussed, ensuring that only secure code progresses through the pipeline.
Triaging Issues with Automation:
This segment addresses how automation can be leveraged to intelligently triage and prioritize security issues. It will cover technologies and methodologies for automatically assessing the context and potential impact of vulnerabilities, facilitating quicker and more accurate decision-making. The use of automated alerting and reporting mechanisms to ensure the right stakeholders are informed in a timely manner will also be discussed.
Identifying Ownership Automatically:
Automating the process of identifying who owns the responsibility for fixing specific security issues is critical for efficient remediation. This part of the lecture will explore tools and practices for mapping vulnerabilities to code owners, leveraging version control and project management tools.
Three Tips to Scale the Shift Left Program:
Finally, the lecture will offer three practical tips for organizations looking to scale their Shift Left security programs. These will include recommendations on fostering a security culture within development teams, employing DevSecOps principles to integrate security throughout the development
The DealBook is our annual overview of the Ukrainian tech investment industry. This edition comprehensively covers the full year 2023 and the first deals of 2024.
This slide deck is a deep dive the Salesforce latest release - Summer 24, by the famous Stephen Stanley. He has examined the release notes very carefully, and summarised them for the Wellington Salesforce user group, virtual meeting June 27 2024.
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
Database Management Myths for DevelopersJohn Sterrett
Myths, Mistakes, and Lessons learned about Managing SQL Server databases. We also focus on automating and validating your critical database management tasks.
Blockchain and Cyber Defense Strategies in new genre timesanupriti
Explore robust defense strategies at the intersection of blockchain technology and cybersecurity. This presentation delves into proactive measures and innovative approaches to safeguarding blockchain networks against evolving cyber threats. Discover how secure blockchain implementations can enhance resilience, protect data integrity, and ensure trust in digital transactions. Gain insights into cutting-edge security protocols and best practices essential for mitigating risks in the blockchain ecosystem.