This presentation at the AFITC 2009 (Air Force Information Technology Conference, August 24 - 27, 2009), Montgomery, Alabama by Sumedha Rubasinghe presents Open Source Data Services for strategic SOA utilising WSO2 Data Services Server.
What new in Integration with BizTalk Server 2013 R2Bill Chesnut
The document discusses BizTalk Summit 2014 in Australia and provides information on BizTalk Server 2013 R2. Key points include that BizTalk Server 2013 R2 aligns with newer Microsoft platforms, provides improvements to adapters and accelerators, and simplifies the development and testing of BizTalk applications using Microsoft Azure. It also outlines the integration roadmap and how organizations can take advantage of hybrid applications using BizTalk Server and Azure.
Deployment Patterns in WSO2 Enterprise IntegratorWSO2
This slide deck explores common WSO2 Enterprise Integrator deployment patterns and helps you identify the most suitable pattern for traditional and modern integration requirements.
Watch webinar here:
https://wso2.com/library/webinars/2018/10/deployment-patterns-in-wso2-enterprise-integrator
Creating Flexible Data Services For Enterprise Soa With Wso2 Data Servicessumedha.r
WSO2 Data Services allows accessing data from various sources like relational databases and exposing it as web services or REST resources. It uses a Data Service Description Language to map service requests to database queries and results to XML responses. Key features include support for CRUD operations, caching, security, and connection pooling. Professional support and training is available to help with implementation and production use.
Scott Salyards is an experienced IT Systems Engineer with expertise in areas such as VMware, Citrix XenApp, Windows Server, Microsoft Exchange, Active Directory, Cisco networking and security, Hyper-V, and cloud technologies. He has over 7 years of experience managing complex IT infrastructure for clients as a Systems Engineer at Equilibrium IT Solutions. Prior to that, he spent 7 years as a Senior Systems Analyst at Itentive Healthcare Solutions providing technical support and maintaining operations for a variety of software and hardware platforms used in healthcare.
Mahmoud Abdallah Mahmoud is the head of the developer vertical at the Microsoft Tech Club at Sohag University Faculty of Engineering. He gave a presentation on databases and Microsoft SQL Server that covered relational database features including tables, primary keys, and defining relationships. The presentation included a demonstration of SQL queries and an overview of career opportunities with Microsoft SQL Server certifications.
The document discusses Microsoft's Windows Azure cloud computing platform. It provides an overview of the platform's infrastructure, services, and pricing models. The key points are:
1. Windows Azure provides infrastructure and services for building applications and storing data in the cloud. It offers compute, storage, database, and connectivity services.
2. The platform's infrastructure includes globally distributed data centers housing servers in shipping containers for high density.
3. Services include SQL Azure, storage, content delivery, queues, and an app development platform. Pricing models are consumption-based or via subscriptions.
Microsoft Access is a database system made for individuals and small businesses to manage and report data professionally. It combines the Microsoft Jet Database Engine with graphical tools and software development features. Access allows regular users to create powerful databases without complicated programming. It is designed to scale from individual and departmental use to enterprise-level solutions by linking to multiple Access databases or Microsoft SQL Server. Some key advantages of Access include being easy to install and use, easy integration with other Windows programs, support for .NET development, wide popularity and low cost. However, Access is most suitable for smaller datasets and fewer concurrent users due to limits on file size and user connections.
This document summarizes new features in SQL Server 2016 for SQL Server Integration Services (SSIS), Master Data Services (MDS), Data Quality Services (DQS), Analysis Services (SSAS), and Reporting Services (SSRS). For SSIS, new features include auto-adjusting buffer size, an Azure feature pack, and incremental package deployment. For MDS, improvements include longer attribute names, composite indexes, and entity synchronization. For SSAS, enhancements focus on performance, consistency, and new DAX functions. For SSRS, additions center around treemap/sunburst charts, custom parameters, and HTML5 rendering.
Force.com is a platform as a service that provides the infrastructure needed to build business applications in the cloud. It offers a multi-tenant architecture with shared infrastructure and automatic upgrades. Force.com provides a database, business logic platform called Apex, user interfaces, and integration capabilities. Developers can build custom user interfaces using Visual Force pages and integrate applications using web services, email, and APIs.
SSIS Connection managers and data sourcesSlava Kokaev
This document discusses SSIS data sources and connections. It provides an overview of different types of connections that can be used in SSIS packages, including OLEDB, ADO.NET, flat file, FTP, and Excel connections. Examples are given for Oracle and SQL Server OLEDB connection strings. The resources section links to Microsoft documentation on SSIS connections and data sources for further reference.
Fusion Middleware Oracle Data IntegratorMark Rabne
Oracle Data Integration can help improve information agility by enabling unified information management across organizations. It provides optimized data loading and real-time integration capabilities. This allows businesses to gain improved insights, reduce IT costs, and enhance agility through features like declarative design, knowledge modules, and data quality tools. Customers have seen benefits such as cost savings, increased revenues, and better decision making through using Oracle Data Integration.
SQL Server 2016 is now in review! The newest version promises to deliver new real-time, built-in advanced analytics, advanced security technology, hybrid cloud scenarios as well as amazing rich visualizations on mobile devices.
There are many great reasons to move to SQL 2016, however if you are still working on SQL Server 2005 you may have another good motivator - the end-of-life clock of SQL 2005 is ticking down and support is about to end April 12, 2016.
In this deck we review the significant licensing changes introduced with SQL 2012. If our experience as Microsoft's Gold Certified Member has taught us anything - it is one thing. During migrations many of our clients get outright lost when trying to figure out the number of licenses they have or need. This often leads to under-deployment, and subsequently serious compliance issues with Microsoft. And yes, in some cases over-deployment means big savings back to your department.
CloudConnect 2011 - Building Highly Scalable Java Applications on Windows AzureDavid Chou
This document discusses building highly scalable Java applications on Windows Azure. It provides an overview of Windows Azure, including its infrastructure and services. It then covers how to deploy and run Java applications on Azure, including using various Java application servers like Tomcat, Jetty, and GlassFish. It also discusses some considerations for architecting applications to scale on Azure.
This document discusses various data access technologies in .NET including DataSet/DataReader, nHibernate, LINQ to SQL, Entity Framework, ADO.NET Data Services, and their roles in layered architectures. It provides overviews of each technology, how they fit into LINQ, and recommendations for when to use each one based on scenarios like database support needs, object-relational mapping requirements, and access through services.
This document discusses various performance-related topics in SharePoint including latency, throughput, resource throttling, monitoring, and hardware requirements. It provides definitions of latency and throughput. It discusses tools for monitoring like the SharePoint Log Viewer. It also lists minimum hardware requirements for SharePoint 2010 and SQL Server.
How to Create Observable Integration Solutions Using WSO2 Enterprise IntegratorWSO2
This slide deck introduces the WSO2 Enterprise Integrator analytics profile and explore its observability features.
Watch the webinar here: https://wso2.com/library/webinars/2018/09/how-to-create-observable-integration-solutions-using-wso2-enterprise-integrator
Database as a Service (DBaaS) on KubernetesObjectRocket
Learn about ObjectRocket's adventures in Kubernetes. We'll cover why we chose Kubernetes for our DBaaS platform, the challenges we faced, and how we overcame them. A presentation for DevWeek Austin 2018.
The document discusses data virtualization and key concepts related to data virtualization. It describes how a virtual database (VDB) acts as a container that integrates data from multiple sources and exposes it through a single uniform API. The VDB contains models that define the structure of the underlying data sources, views, and web services. It also describes model types, translators that convert queries to source-specific queries, resource adapters that provide connectivity, and how VDBs are deployed and executed.
Why Data Virtualization? An Introduction by DenodoJusto Hidalgo
Data Virtualization means Real-time Data Access and Integration. But why do I need it? This presentation tries to answer it in a simple yet clear way.
By Alberto Pan, CTO of Denodo, and Justo Hidalgo, VP Product Management.
The document outlines the course content for an MSBI (Microsoft Business Intelligence) course, including topics on SQL Server Analysis Services, Integration Services, and Reporting Services. The course covers topics such as dimensional modeling, cube design, MDX, ETL with SSIS, report creation, security, and programming extensions. It provides details on individual lessons within each topic area at a high level.
This document discusses application architecture and considerations for different layers including presentation, domain, and data source layers. It covers topics like layering, client types, content delivery, domain layer patterns like transaction script, domain model and table module. It also discusses data source layer patterns like gateway, active record and data mapper. Finally, it provides an example of implementing user signup in the Play! framework.
This document provides an overview of data management and IT infrastructure. It discusses data versus information, basic concepts of data, databases, and database management systems. It covers database models including hierarchical, network, relational, and object-oriented. It also discusses database applications, benefits of a database approach, centralized versus distributed databases, relational databases, data warehouses, and data mining. Finally, it provides an introduction to IT infrastructure and discusses the evolution of IT infrastructure from the 1950s to present.
Getting Started with Data Virtualization – What problems DV solvesDenodo
Experts and analysts agree that data virtualization's strategic role in enterprise architecture for increasing agility and flexibility in the delivery of information. In this presentation, you will find how data virtualization enables organizations to access, manage, and integrate data from a wide variety of data sources.
This presentation is part of the Fast Data Strategy Conference, and you can watch the video here goo.gl/IS9RGK.
Now that we have looked several design patterns, from the databases to web presentation, we are now ready to look at the application as a whole. In this lecture we examine the considerations we face when creating an application architecture and we look at each of the three layers.
The lecture presents one way of designing enterprise applications. The goal is to create scalable services.
We also look at the Play framework in more detail and look at REST.
Application Of A New Database Management SystemPamela Wright
The document discusses selecting a new database management system. It recommends determining if the vendor offers auditing, reporting and data management tools, and ensuring the software provides application level security and interfaces with corporate access granting procedures. Authentication should use secure protocols like SSL, and data encryption is also important. Application security gateways can understand applications, track user access, and perform deep packet inspection to determine access attempts. Organizational policies should be documented and reports automatically generated covering topics like compliance, risk assessment and investigating exceptions. All database requests should be logged and a full audit trail extractable, containing information like who accessed what data and from where.
Transforming a Large Mission-Critical E-Commerce Platform from a Relational A...MongoDB
Speaker: Gaurav Goyal, Sr IT Architect, Cisco Systems Inc
Speaker: Dharmesh Panchmatia, Director, Cisco Systems Inc
Level: 200 (Intermediate)
Track: RDBMS to MongoDB
Cisco’s e-commerce platform is a suite of 35 different applications and 300+ services that powers product configuration, pricing, quoting, and order booking across all Cisco product lines including hardware, software, services and subscriptions. It’s a B2B platform used by Cisco Sales Team, Partners and Direct Customers, serving 140,000 unique users across the globe, handling 4 million transactions per day. The Benefits of migrating to MongoDB were as follows: 1) 5x performance improvement, 2) Fault tolerant architecture, 3) Continuous deployments and upgrades with zero downtime, 4) Faster application development.
What You Will Learn:
- How to transform your e-commerce platform to enable cloud native architecture.
- Bulk data migration in real time between relational databases & MongoDB.
- Best practices for brownfield migration for mission critical systems.
Transforming a Large Mission-Critical E-Commerce Platform from a Relational A...MongoDB
Speaker: Dharmesh Panchmatia
Cisco’s e-commerce platform is a suite of 35 different applications and 300+ services that powers product configuration, pricing, quoting, and order booking across all Cisco product lines including hardware, software, services and subscriptions. It’s a B2B platform used by Cisco Sales Team, Partners and Direct Customers, serving 140,000 unique users across the globe, handling 4 million transactions per day. The Benefits of migrating to MongoDB were as follows: 1) 5x performance improvement, 2) Fault tolerant architecture, 3) Continuous deployments and upgrades with zero downtime, 4) Faster application development.
The document discusses several technology topics including:
1. SOA and its benefits such as facilitating interoperability and promoting technology reuse.
2. Cloud computing and common questions around it such as what cloud computing is, how many clouds there will be, and what's new in cloud computing.
3. An example scenario of a company called FredsList gradually adopting more cloud capabilities for their listings website, from basic storage to search, photos, analytics and performance optimization.
The Story of How an Oracle Classic Stronghold successfully embraced SOA (ODTU...Lucas Jellema
The organization had been using Oracle RDBMS, Oracle Designer & Forms and even an Oracle EBS module for many years. On the side it had been running several open source J2EE web applications. Facing several new challenges, it took the plunge into SOA - the technology and the architectural principle.
This presentation tells their story.
It started with the business need of opening up the core application to several external business partners. A programmatic interface was required for submitting expense reports - in the thousands - for one business partner, who also wanted to be able to ask for the status for each one those reports.
Another external entity needed the ability to learn about relevant changes in product and pricing data through an API.
We will discuss how SOA principles were used to design the application architecture. And how the Oracle 10g SOA Suite - specifically ESB and BPEL PM - were used to implement the requirements. We go into the choices the organization had to make, the challenges they had to overcome, the skills they had to acquire and the results they achieved.
After this first stage came the next set of business requirements needed tackling. And now the first benefits could be reaped. Following the guidelines established in their first close encounter with SOA, this organization achieved the first reuse of services, could rapidly decide on the application architecture for the ADF 11g Internet Application that needed to be created and further expanded their still little SOA universe. The initial experience now enabled them to decide on whether and how to service enable specific functionality required for the web application - how to use ESB and BPEL, for example and when to use application specific database APIs rather than SOA Web Services.
This stage also taught them the necessity of Governance - what are naming conventions for elements in Schema Definitions and Services, who owns a service, what’s the required availability and how is that achieved, what are the SLAs (Service Level Agreements) around the service, how can the service be evolved with respect to new or changing needs.
The presentation will tell the story of the two stages and how the organization went about them. It will show some small demos to illustrate what was done. It will share some conclusions as to what works and what does not. Finally it briefly discusses the future plans for this organization with regard to SOA.
The presentation is for an audience that probably (though not necessarily) has a classic Oracle background and either is in the process of taking its first steps in the SOA arena or considers moving their. It should help make that process more tangible and hopefully realistic and desirable.
Summary:
The organization had been using Oracle RDBMS, Oracle Designer & Forms and even an Oracle EBS module for many years. Facing several new challenges, it took the plunge into SOA - the technology and the architectural principle. This presentation tells their story. Of getting started with BPEL and ESB, with Governance and Security (OWSM) and of applying SOA principles. And of the second phase where reuse and agility started to occur.
Dr. Christian Kurze from Denodo, "Data Virtualization: Fulfilling the Promise...Dataconomy Media
This document discusses data virtualization and how it can help organizations leverage data lakes to access all their data from disparate sources through a single interface. It addresses how data virtualization can help avoid data swamps, prevent physical data lakes from becoming silos, and support use cases like IoT, operational data stores, and offloading. The document outlines the benefits of a logical data lake created through data virtualization and provides examples of common use cases.
Freddie Mac & KPMG Case Study – Advanced Machine Learning Data Integration wi...DataWorks Summit
Freddie Mac and KPMG will share an innovative solution to accelerate data model (ERM) development and data integration on a highly-distributed, in-memory computing platform. The machine learning component (PySpark) of the framework executes against evolving semi-structured and structured data sets to learn and automate data mapping from various sources to a targeted schema. As a result, it significantly reduces the manual analysis, design and development effort, as well as establishes faster data integration across a variety of complex and high-volume datasets.
The solution will leverage various components of the Hadoop data platform. It will use Sqoop to import the data into the platform. PySpark will be leveraged in order to process the data. In addition, the application will also have a developed PySpark ML model that will run as a continuous job in Spark to process the ingested semi-structured data and intelligently map into the proper Hive tables. This will all be scheduled thru the use of Oozie.
Speakers
Kevin Martelli, KPMG, Managing Director
Balaji Wooputur, Freddie Mac, Risk Analyst Director
The document discusses designing a new database solution for the growing company Kudler Fine Foods to replace their outgrown Microsoft Access database. It proposes implementing a Microsoft SQL Server database which would include tables like Inventory, Items, Orders, Order Lines, Customers and Suppliers to track inventory, orders, customers and integrate with suppliers. The new SQL Server database aims to support the company's growth with three existing stores and a fourth upcoming store in a relational database that can scale beyond Access's 2GB file size limit.
Big Data, IoT, data lake, unstructured data, Hadoop, cloud, and massively parallel processing (MPP) are all just fancy words unless you can find uses cases for all this technology. Join me as I talk about the many use cases I have seen, from streaming data to advanced analytics, broken down by industry. I’ll show you how all this technology fits together by discussing various architectures and the most common approaches to solving data problems and hopefully set off light bulbs in your head on how big data can help your organization make better business decisions.
This document provides an introduction to database concepts and management systems. It discusses common database applications, the limitations of file-based data storage, and the key components and functions of database management systems including defining and constructing databases, querying and updating data, and providing concurrent access and data integrity. The document also covers database system architectures, roles in database environments, advantages and disadvantages of DBMS, and the historical development of database technology.
SQL Data Services is a cloud-based database service based on SQL Server technology that provides a highly available and scalable infrastructure for storing and querying data. It eliminates the need to manage database servers and storage. The data model uses a flexible schema-less approach based on entities, properties, and containers. SQL Data Services supports common scenarios like reporting, ETL, data mining, and data sync between applications and mobile users.
The Story of How an Oracle Classic Stronghold successfully embraced SOALucas Jellema
The document discusses how an Oracle stronghold, which traditionally uses Oracle databases and tools, can embrace service-oriented architecture (SOA). It describes common triggers that drive organizations towards SOA, such as new business needs or demands from partners and customers. It then covers levels of embracing services and SOA, from exposing database objects as services to fully event-driven architectures. Key approaches like decoupling applications from data and each other are explained.
Myth Busters II: BI Tools and Data Virtualization are InterchangeableDenodo
Watch Here: https://bit.ly/2NcqU6F
We take on the 2nd myth about data virtualization and it’s one that suggests a BI tool can substitute a data virtualization software.
You might be thinking: If I can have multi-source queries and define a logical model in my reporting tool, why would I need a data virtualization software?
Reporting tools, no doubt important and necessary, focus on the visualization of data and it’s presentation to the business user. Data virtualization is a governed data access layer designed to connect to and provide transparency of all enterprise data.
Yet the myth suggests that these technologies are interchangeable. So we’re going to take it on!
Watch this webinar as we compare and contrast BI tools and data virtualization to draw a final conclusion.
Similar to Open Source Data Services for Strategic SOA utilising WSO2 Data Services Server (20)
Accelerate Enterprise Software Engineering with PlatformlessWSO2
Key takeaways:
Challenges of building platforms and the benefits of platformless.
Key principles of platformless, including API-first, cloud-native middleware, platform engineering, and developer experience.
How Choreo enables the platformless experience.
How key concepts like application architecture, domain-driven design, zero trust, and cell-based architecture are inherently a part of Choreo.
Demo of an end-to-end app built and deployed on Choreo.
Less Is More: Utilizing Ballerina to Architect a Cloud Data PlatformWSO2
At its core, the challenge of managing Human Resources data is an integration challenge: estimates range from 2-3 HR systems in use at a typical SMB, up to a few dozen systems implemented amongst enterprise HR departments, and these systems seldom integrate seamlessly between themselves. Providing a multi-tenant, cloud-native solution to integrate these hundreds of HR-related systems, normalize their disparate data models and then render that consolidated information for stakeholder decision making has been a substantial undertaking, but one significantly eased by leveraging Ballerina. In this session, we’ll cover:
The overall software architecture for VHR’s Cloud Data Platform
Critical decision points leading to adoption of Ballerina for the CDP
Ballerina’s role in multiple evolutionary steps to the current architecture
Roadmap for the CDP architecture and plans for Ballerina
WSO2’s partnership in bringing continual success for the CD
The integration landscape is changing rapidly with the introduction of technologies like GraphQL, gRPC, stream processing, iPaaS, and platformless. However, not all existing applications and industries can keep up with these new technologies. Certain industries, like manufacturing, logistics, and finance, still rely on well-established EDI-based message formats. Some applications use XML or CSV with file-based communications, while others have strict on premises deployment requirements. This talk focuses on how Ballerina's built-in integration capabilities can bridge the gap between "old" and "new" technologies, modernizing enterprise applications without disrupting business operations.
Platformless Horizons for Digital AdaptabilityWSO2
In this keynote, Asanka Abeysinghe, CTO,WSO2 will explore the shift towards platformless technology ecosystems and their importance in driving digital adaptability and innovation. We will discuss strategies for leveraging decentralized architectures and integrating diverse technologies, with a focus on building resilient, flexible, and future-ready IT infrastructures. We will also highlight WSO2's roadmap, emphasizing our commitment to supporting this transformative journey with our evolving product suite.
Quantum computers are rapidly evolving and are promising significant advantages in domains like machine learning or optimization, to name but a few areas. In this keynote we sketch the underpinnings of quantum computing, show some of the inherent advantages, highlight some application areas, and show how quantum applications are built.
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
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.
TrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-InTrustArc
Six months into 2024, and it is clear the privacy ecosystem takes no days off!! Regulators continue to implement and enforce new regulations, businesses strive to meet requirements, and technology advances like AI have privacy professionals scratching their heads about managing risk.
What can we learn about the first six months of data privacy trends and events in 2024? How should this inform your privacy program management for the rest of the year?
Join TrustArc, Goodwin, and Snyk privacy experts as they discuss the changes we’ve seen in the first half of 2024 and gain insight into the concrete, actionable steps you can take to up-level your privacy program in the second half of the year.
This webinar will review:
- Key changes to privacy regulations in 2024
- Key themes in privacy and data governance in 2024
- How to maximize your privacy program in the second half of 2024
Best Programming Language for Civil EngineersAwais Yaseen
The integration of programming into civil engineering is transforming the industry. We can design complex infrastructure projects and analyse large datasets. Imagine revolutionizing the way we build our cities and infrastructure, all by the power of coding. Programming skills are no longer just a bonus—they’re a game changer in this era.
Technology is revolutionizing civil engineering by integrating advanced tools and techniques. Programming allows for the automation of repetitive tasks, enhancing the accuracy of designs, simulations, and analyses. With the advent of artificial intelligence and machine learning, engineers can now predict structural behaviors under various conditions, optimize material usage, and improve project planning.
論文紹介:A Systematic Survey of Prompt Engineering on Vision-Language Foundation ...Toru Tamaki
Jindong Gu, Zhen Han, Shuo Chen, Ahmad Beirami, Bailan He, Gengyuan Zhang, Ruotong Liao, Yao Qin, Volker Tresp, Philip Torr "A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models" arXiv2023
https://arxiv.org/abs/2307.12980
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.
Kief Morris rethinks the infrastructure code delivery lifecycle, advocating for a shift towards composable infrastructure systems. We should shift to designing around deployable components rather than code modules, use more useful levels of abstraction, and drive design and deployment from applications rather than bottom-up, monolithic architecture and delivery.
Support en anglais diffusé lors de l'événement 100% IA organisé dans les locaux parisiens d'Iguane Solutions, le mardi 2 juillet 2024 :
- Présentation de notre plateforme IA plug and play : ses fonctionnalités avancées, telles que son interface utilisateur intuitive, son copilot puissant et des outils de monitoring performants.
- REX client : Cyril Janssens, CTO d’ easybourse, partage son expérience d’utilisation de notre plateforme IA plug & play.
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
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)
Advanced Techniques for Cyber Security Analysis and Anomaly DetectionBert Blevins
Cybersecurity is a major concern in today's connected digital world. Threats to organizations are constantly evolving and have the potential to compromise sensitive information, disrupt operations, and lead to significant financial losses. Traditional cybersecurity techniques often fall short against modern attackers. Therefore, advanced techniques for cyber security analysis and anomaly detection are essential for protecting digital assets. This blog explores these cutting-edge methods, providing a comprehensive overview of their application and importance.
Mitigating the Impact of State Management in Cloud Stream Processing SystemsScyllaDB
Stream processing is a crucial component of modern data infrastructure, but constructing an efficient and scalable stream processing system can be challenging. Decoupling compute and storage architecture has emerged as an effective solution to these challenges, but it can introduce high latency issues, especially when dealing with complex continuous queries that necessitate managing extra-large internal states.
In this talk, we focus on addressing the high latency issues associated with S3 storage in stream processing systems that employ a decoupled compute and storage architecture. We delve into the root causes of latency in this context and explore various techniques to minimize the impact of S3 latency on stream processing performance. Our proposed approach is to implement a tiered storage mechanism that leverages a blend of high-performance and low-cost storage tiers to reduce data movement between the compute and storage layers while maintaining efficient processing.
Throughout the talk, we will present experimental results that demonstrate the effectiveness of our approach in mitigating the impact of S3 latency on stream processing. By the end of the talk, attendees will have gained insights into how to optimize their stream processing systems for reduced latency and improved cost-efficiency.
Open Source Data Services for Strategic SOA utilising WSO2 Data Services Server
1. Open Source Data Services for
Strategic SOA
utilising
WSO2 Data Services Server
Sumedha Rubasinghe
2009 Air Force Information Technology Conference
Montgomery, Atlanta
2. Agenda
SOA & Enterprise Data
Need for SOA Data Services
Introduction
Features
Architecture
Use Cases
Getting started & help
7. My manager wants
to see salary increments
done in HRM system to be
reflected in Payroll....
These systems do not
support a programmable
interface..
8. Oh..Payroll system is using
an Informix database while
HRM writes to a MSSQL
database...
9. Another scenario
Build a Travel Expense Management System
HRM – MSSQL
Training Mgt – Spreadsheet
Payroll - Informix
10. Ways of solving
Method 1
– Create a new data store
– Pull relevant data from HRM, Payroll & Training Mgt
Systems
– Store it to match new application’s requirements
– Now comes another application…
– More overhead
– Redundant data
• Inconsistency
• Update anomalies
11. Ways of solving (contd..)
Method 2
– Connect to 3 data sources & extract data
– Three different access mechanisms
12. Data access mechanisms
Direct access to databases (JDBC,ODBC,..etc)
Use of O/R mapping frameworks (Hibernate,
Ibatis,...)
Enterprise Java Beans (EJBs)
CORBA
Custom APIs
13. Positioning of data access code..
Application developers like to deal with
business process related logic
Changes in data source configuration
Should be transparent to application logic
Should have minimal (if not any) effect on business
logic
14. Method 2
Concerns
− Data access code VS business logic implementation
− Difficult to reuse
− Difficult to maintain
− Difficult to test
− Error prone
15. Ways of solving... (contd)
Method 3
− Single layer to fulfill enterprise data access
requirements (Data Services)
Governed by,
− More and more data being generated
− Growing demand for consolidated, consistent
information
− Mashups
− Interoperability & standards
17. Data Service ?
Well defined request/response format
Encapsulates data oriented logic
Loose coupling (application & data store)
Data store specific configurations
Management & QoS features
23. Data Services Description Language
In-house developed language for writing data
services
Maps service requests to your SOA to queries
operating on your database objects (tables,
views, procedures & functions)
Maps query results to XML responses
Available online @
http://wso2.org/wiki/display/wsf/Data+Servic
es+and+Resources
24. WSDL for the service
http://<IP>:<PORT>/services/ContactInfoService?wsdl
33. Architecture
Challenges
RDBMS – specific or generic JDBC drivers
Directories – specific drivers, API
Flat files, Spread sheets – different APIs
Different data types
Access control mechanisms
34. Architecture
Data Services are SOA equivalent of the Data
Access Object(DAO) Pattern
DS deal with different data sources similar to
what DAO does
But, DS operate on a different layer
53. That's lot of information...
Now I would like to try these out
myself. How do I get started?
54. How to get started?
Download binary distribution from
– http://wso2.org/projects/data-services-server/java
Latest is v2.0
Unzip
• Run bin/wso2server.sh (on Unix) or
bin/wso2server.bat (on Windows)
• Management console
– https://localhost:9443/carbon
– admin/admin
56. How to get help?
Online forum(http://wso2.org/forum/404)
Mailing list (ds-java-user@wso2.org)
Active community of external users
Ample free documentation on wso2.org
If needed, we provided commercial support on
– Getting started
– Deployment
– Custom development
– Production support
58. Useful references
WSO2 Oxygen Tank for Web Service Developers
– http://wso2.org
Data Services HOWTOs Page
– http://wso2.org/library/3183
WSO2 Data Services project page
– http://wso2.org/projects/data-services-server/java