WSO2 Complex Event Processor (WSO2 CEP) helps identify the most meaningful events and patterns from multiple data sources, analyze their impacts, and act on them in real time. 100% open source, it allows you a set up a more agile connected business, responding to urgent business situations with both speed and precision.
WSO2 Machine Learner takes data one step further, pairing data gathering and analytics with predictive intelligence: this helps you understand not just the present, but to predict scenarios and generate solutions for the future.
How middleware fits in to an SOA centric enterpriseWSO2
SOA and Autonomic Computing are heralded as the de-facto solutions for constructing and evolving complex and highly-adaptive enterprise applications. The WSO2 Middleware Platform provides a set of loosely coupled, lean capabilities that can be mixed and matched to build highly adaptive self learning distributed systems.
Your Web application is valuable to your users‚ and increasingly valuable to mobile applications, integration consumers, business processes, workflows, and analytics. With the WSO2 Application Server, you can easily share business logic, data, and process across the entire IT ecosystem. The WSO2 Application Server is cloud native, providing a firm foundation for hosting shared, multi-tenant, elastically scaling SaaS applications.
WSO2 Governance Registry is an enterprise-ready open source product for storing, cataloging, indexing, managing and governing your enterprise metadata related to any kind of asset. It provides the right level of structure straight out of the box to govern any enterprise assets, including services, APIs and projects, and federate the artifacts across distributed systems. It supports SOA governance, configuration governance, development process governance, design and runtime governance, lifecycle management, and team collaboration.
WSO2 Business Process Server - Product OverviewWSO2
The 100% open source, highly scalable and lean WSO2 Business Process Server helps to increase productivity and enhance competitiveness by enabling developers to easily deploy business processes and business models written using WS-BPEL and BPMN standards respectively. It also serves as the business process management and hosting environment for your SOA.
WSO2 Data Analytics Server is a comprehensive enterprise data analytics platform; it fuses batch and real-time analytics of any source of data with predictive analytics via machine learning.
As the industry’s first enterprise identity bus (EIB), WSO2 Identity Server is the central backbone that connects and manages multiple identities across applications, APIs, the cloud, mobile, and Internet of Things devices, regardless of the standards on which they are based. The multi-tenant WSO2 Identity Server can be deployed directly on servers or in the cloud, and has the ability to propagate identities across geographical and enterprise borders in a connected business environment.
WSO2 Data Services Server augments service-oriented architecture development efforts by providing an easy-to-use platform for integrating data stores, creating composite data views, and hosting data services. It supports secure and managed data access across federated data stores, data service transactions, and data transformation and validation using a lightweight, developer friendly, agile development approach. It provides federation support, combining data from multiple sources in single response or resource and also supports nested queries across data sources.
WSO2 Machine Learner takes data one step further, pairing data gathering and analytics with predictive intelligence: this helps you understand not just the present, but to predict scenarios and generate solutions for the future.
How middleware fits in to an SOA centric enterpriseWSO2
SOA and Autonomic Computing are heralded as the de-facto solutions for constructing and evolving complex and highly-adaptive enterprise applications. The WSO2 Middleware Platform provides a set of loosely coupled, lean capabilities that can be mixed and matched to build highly adaptive self learning distributed systems.
Your Web application is valuable to your users‚ and increasingly valuable to mobile applications, integration consumers, business processes, workflows, and analytics. With the WSO2 Application Server, you can easily share business logic, data, and process across the entire IT ecosystem. The WSO2 Application Server is cloud native, providing a firm foundation for hosting shared, multi-tenant, elastically scaling SaaS applications.
WSO2 Governance Registry is an enterprise-ready open source product for storing, cataloging, indexing, managing and governing your enterprise metadata related to any kind of asset. It provides the right level of structure straight out of the box to govern any enterprise assets, including services, APIs and projects, and federate the artifacts across distributed systems. It supports SOA governance, configuration governance, development process governance, design and runtime governance, lifecycle management, and team collaboration.
WSO2 Business Process Server - Product OverviewWSO2
The 100% open source, highly scalable and lean WSO2 Business Process Server helps to increase productivity and enhance competitiveness by enabling developers to easily deploy business processes and business models written using WS-BPEL and BPMN standards respectively. It also serves as the business process management and hosting environment for your SOA.
WSO2 Data Analytics Server is a comprehensive enterprise data analytics platform; it fuses batch and real-time analytics of any source of data with predictive analytics via machine learning.
As the industry’s first enterprise identity bus (EIB), WSO2 Identity Server is the central backbone that connects and manages multiple identities across applications, APIs, the cloud, mobile, and Internet of Things devices, regardless of the standards on which they are based. The multi-tenant WSO2 Identity Server can be deployed directly on servers or in the cloud, and has the ability to propagate identities across geographical and enterprise borders in a connected business environment.
WSO2 Data Services Server augments service-oriented architecture development efforts by providing an easy-to-use platform for integrating data stores, creating composite data views, and hosting data services. It supports secure and managed data access across federated data stores, data service transactions, and data transformation and validation using a lightweight, developer friendly, agile development approach. It provides federation support, combining data from multiple sources in single response or resource and also supports nested queries across data sources.
WSO2 Product Release Webinar: WSO2 Enterprise Service Bus 5.0WSO2
Please use the below URL to view the webinar recording;
http://wso2.com/library/webinars/2016/08/wso2-product-release-webinar-wso2-enterprise-service-bus-5.0/
The latest release of WSO2 Enterprise Service Bus (WSO2 ESB version 5.0) is designed to address the complex integration challenges faced by enterprises today. The usability and maintainability of WSO2 ESB 5.0 has been enhanced and a host of new features have been added.
In this webinar Chanaka and Jagath will explore how this lightweight, high-performance mediation platform
Offers comprehensive runtime, analytics and tooling
Enables visual message transformation using the WSO2 Data Mapper
Adds analytics about mediation to monitor and trace messages
Enhances mediation debugging by allowing remote debugging of integration flows
Extends integration strength with support for the Java Message Service (JMS) 2.0 and WebSockets transports
WSO2 provides a complete platform for data analytics through the WSO2 analytics platform. It revolutionizes the way you work with and understand your data. By uniquely combining simultaneous batch, real-time, interactive, and predictive analytics, you can turn data from Internet of Things (IoT), mobile and Web apps into actionable insights. The WSO2 analytics platform comes with a rich set of features that support the required analytics needs and has the additional capability of being flexible and extensible.
In this webinar, we will
Introduce the WSO2 analytics platform
Examine extensions including
Real-time analytics (Siddhi extension)
Batch processing extensions
Predictive analytics extensions
EventReceiver and EventPublisher extensions
Outline the benefits of WSO2’s analytics platform through real-world customer case studies
A python based grid computing project. With process work-flow built in, deploy and manage simple through to complex business processes across a distributed network of dedicated or on demand commodity computers. Run command line apps, native Python, Java and .Net code.
Aliaksei Bahachuk - JavaScript and Solution ArchitectureAliaksei Bahachuk
Quite often the architecture in JavaScript reduces itself to the choice of a framework according to the frontend world’s recent trends. What if we told you that the choice of technology is just the step №7 on your way to developing project design? Every day many projects feel the draught or even fall to pieces because of the incorrectly chosen architecture.
We’ll share some stories that can help you look at the architecture and its meaning for the modern apps from the right perspective, as well as avoid mistakes that can simply ruin your project.
Webinar: Talking to Devices - The Importance of a Comprehensive Internet of T...WSO2
To view recording of this webinar please use below URL:
http://wso2.com/library/webinars/2016/08/talking-to-devices-the-importance-of-a-comprehensive-internet-of-things-platform/
Today, almost all systems can be simplified into message processing entities; they send and receive messages to and from other systems. In the same way, devices can be simplified into units that are capable of sensing and actuating. In other words, devices are a lot closer to the real world compared to systems. By integrating devices with the systems, the behavior and liveliness of the systems can be greatly improved.
However, doing so introduces many challenges such as
Device identity and metadata management
Device failure
Anomaly detection
Security token management
Processing large amounts of data
Guaranteed message delivery
Device specific transports and protocols
Technology Focus before investing on Multiscreen content deliverymachau123
New Media business model will be sure different from traditional model as revenue generation mode and flow may be differ and more calculative depending on the govt. rules and regulation, monitoring authority in countries, user classification, type of content, advertiser etc...
So while taking a decision on technology model & workflow for multiscreen delivery content, operat- ing from parent location & distributing to the globe with different revenue-generation model from country to country; one should clearly consider required feature & technology integration before jumping with crowd.
Deep-dive into APIs in a Microservice ArchitectureWSO2
This slide deck introduces and explores the WSO2 API Microgateway, which isolates the API runtime traffic from the API management traffic.
Watch webinar here: https://wso2.com/library/webinars/2018/09/deep-dive-into-apis-in-a-microservice-architecture/
The XS2A Sandbox is an environment that fully meets the PSD2 requirements for
providing APIs for Third-Party Providers (TPP). Based on the Berlin Group’s NextGen
PSD2 specification for access to accounts (XS2A), you meet the regulatory
requirements without having to connect your systems.
Developed and supported by Golden Dimension in partnership with adorsys GmbH & CO KG
Webinar: Message Tracing and Debugging in WSO2 Enterprise Service BusWSO2
To view recording of this webinar please use the below URL:
http://wso2.com/library/webinars/2016/10/message-tracing-and-debugging-in-wso2-enterprise-service-bus/
Tracing and debugging play a key role when developing enterprise integration solutions. It helps to understand and build robust high-performance applications efficiently and makes the most use of your development time. Debugging enables developers to traverse message flows during runtime and tracing helps track issues after the process finishes. This allows you to identify and fix issues at the root of the cause.
WSO2 Enterprise Service Bus (WSO2 ESB) has now introduced these two much-awaited features to the distribution. This webinar will
Examine how WSO2 ESB’s runtime, tooling and analytics are integrated to enable debugging and tracing
Explore use case on developing sample artifacts
Demonstrate the capabilities of the debugger
Discuss how to perform tracing information collections
Explain the capabilities of tracing
WSO2 Guest Webinar: Building Enterprise Awareness with API Analytics in the A...WSO2
To view recording of this webinar please use below URL:
http://wso2.com/library/webinars/2015/07/building-enterprise-awareness-with-api-analytics-in-the-api-economy/
An awareness of who is accessing digital resources
How users put these resources to use
Which applications they are using it within
Network level information about where they are accessing the resources from
Moving Data Efficiently with Real-Time StreamingWSO2
Moving data from one place to another is a common problem that every system has to handle. Data streaming is becoming an increasingly popular technique used for data integration as it enables to transmit data efficiently with low resource usage and, more importantly, consumers receive notifications about new data/changes in real-time.
The usage of streaming to move data, a.k.a Streaming ETL, is a new technique that is becoming popular as an alternative to traditional ETL. Traditional ETL was predominantly designed to integrate data across files and DBs. But now there are various types of data sources and destinations. Therefore, the techniques used in traditional ETL might not suffice. Moreover, now users want to see data in real-time; this makes Streaming-based ETL the only choice for certain use cases.
WSO2 Enterprise Integrator is equipped with rich data streaming capabilities. It can listen to streaming data sources as well as source events from static data sources, such as files and DBs, making it possible to treat all data sources as data streams. The solution can be used as an effective tool to move large volumes of data in a streaming manner regardless of the data source.
In this webinar, we'll explore what functionalities are offered to build robust streaming ETL pipelines and introduce the developer experience offered to build streaming apps, as well as the basics you need to know to build your first streaming application with WSO2 Enterprise Integrator.
By attending this webinar, you will be able to understand what streaming ETL is and its importance and how to build a simple streaming application with WSO2 Enterprise Integrator.
During the webinar, we will cover:
What is streaming ETL? And why is it better?
Consuming streaming data and sourcing events
Processing streaming data with stream processing
Integrating streaming data with various destinations
Building a simple streaming app with WSO2 Enterprise Integrator
View the on-demand webinar: https://wso2.com/library/webinars/moving-data-efficiently-with-real-time-streaming/
Today, transforming a conventional business into a digital one is essential to increase revenue and productivity. Integrating heterogeneous systems and building an ecosystem with integrated components is a fundamental requirement for this.
Most modern systems support integration with other systems through APIs that are exposed to well-known protocols and standards. However, it is hard to expect all existing systems of an organization to be capable of integrating with other systems. Certain legacy systems will only be replaced a few years down the line.
Therefore, the challenge is to drive all these existing systems towards integration in quick succession while ensuring the agility to make any changes in the future. In this meetup, we will discuss how you can use the lean, enterprise-ready, high performing WSO2 Integration Platform to solve integration and innovation challenges that organizations face when performing brownfield integration.
Discussion topics include
Integrating with systems that talk in standard protocols and non-standard/ proprietary protocols
Integrating with legacy systems using techniques such as file-based integration
Sharing existing data from different sources as services
Ensuring guaranteed delivery of messages
Future-proofing your integrations by leveraging containerized deployments using Docker and Kubernetes
[WSO2Con EU 2018] Adaptive and Iterative Integration for Microservices and Cl...WSO2
In this presentation, Kasun Indrasiri, director of integration architecture at WSO2, discusses the following:
- Conventional centralized integration
- Role of integration in microservices
- Microservice integration patterns
- Hybrid architecture with centralized vs. decentralized integration for brownfield enterprises
From on premises monolith to cloud microservicesAlbert Lombarte
Presentation from Devops Barcelona conference on June 2019.
Step by step process to migrate from a monolith to several microservices in the cloud.
See with transitions at https://docs.google.com/presentation/d/10PvqjwDwBv96Ga2k0ZLrfi83NrQQnGQyLPKn0XsYC40/edit#slide=id.g585eb34422_0_592
Webinar: Real Time BI is Open and Anywhere with SpagoBISpagoWorld
The presentation supported the webinar on Real-time BI with SpagoBI, delivered by Alessandra Toninelli (SpagoBI Consultant) on March 30th, 2012, within SpagoBI Webinar Center. http://www.spagobi.org/
WSO2 Business Activity Monitor (WSO2 BAM) is a tool designed to exercise Business Activity Monitoring (BAM). WSO2 BAM is intended to serve the needs of both business and IT domain experts to monitor and understand business activities within an SOA deployment. It is specifically designed for monitoring SOA deployments, and can be extended to cater for other general monitoring requirements as well.
WSO2 Product Release Webinar: WSO2 Enterprise Service Bus 5.0WSO2
Please use the below URL to view the webinar recording;
http://wso2.com/library/webinars/2016/08/wso2-product-release-webinar-wso2-enterprise-service-bus-5.0/
The latest release of WSO2 Enterprise Service Bus (WSO2 ESB version 5.0) is designed to address the complex integration challenges faced by enterprises today. The usability and maintainability of WSO2 ESB 5.0 has been enhanced and a host of new features have been added.
In this webinar Chanaka and Jagath will explore how this lightweight, high-performance mediation platform
Offers comprehensive runtime, analytics and tooling
Enables visual message transformation using the WSO2 Data Mapper
Adds analytics about mediation to monitor and trace messages
Enhances mediation debugging by allowing remote debugging of integration flows
Extends integration strength with support for the Java Message Service (JMS) 2.0 and WebSockets transports
WSO2 provides a complete platform for data analytics through the WSO2 analytics platform. It revolutionizes the way you work with and understand your data. By uniquely combining simultaneous batch, real-time, interactive, and predictive analytics, you can turn data from Internet of Things (IoT), mobile and Web apps into actionable insights. The WSO2 analytics platform comes with a rich set of features that support the required analytics needs and has the additional capability of being flexible and extensible.
In this webinar, we will
Introduce the WSO2 analytics platform
Examine extensions including
Real-time analytics (Siddhi extension)
Batch processing extensions
Predictive analytics extensions
EventReceiver and EventPublisher extensions
Outline the benefits of WSO2’s analytics platform through real-world customer case studies
A python based grid computing project. With process work-flow built in, deploy and manage simple through to complex business processes across a distributed network of dedicated or on demand commodity computers. Run command line apps, native Python, Java and .Net code.
Aliaksei Bahachuk - JavaScript and Solution ArchitectureAliaksei Bahachuk
Quite often the architecture in JavaScript reduces itself to the choice of a framework according to the frontend world’s recent trends. What if we told you that the choice of technology is just the step №7 on your way to developing project design? Every day many projects feel the draught or even fall to pieces because of the incorrectly chosen architecture.
We’ll share some stories that can help you look at the architecture and its meaning for the modern apps from the right perspective, as well as avoid mistakes that can simply ruin your project.
Webinar: Talking to Devices - The Importance of a Comprehensive Internet of T...WSO2
To view recording of this webinar please use below URL:
http://wso2.com/library/webinars/2016/08/talking-to-devices-the-importance-of-a-comprehensive-internet-of-things-platform/
Today, almost all systems can be simplified into message processing entities; they send and receive messages to and from other systems. In the same way, devices can be simplified into units that are capable of sensing and actuating. In other words, devices are a lot closer to the real world compared to systems. By integrating devices with the systems, the behavior and liveliness of the systems can be greatly improved.
However, doing so introduces many challenges such as
Device identity and metadata management
Device failure
Anomaly detection
Security token management
Processing large amounts of data
Guaranteed message delivery
Device specific transports and protocols
Technology Focus before investing on Multiscreen content deliverymachau123
New Media business model will be sure different from traditional model as revenue generation mode and flow may be differ and more calculative depending on the govt. rules and regulation, monitoring authority in countries, user classification, type of content, advertiser etc...
So while taking a decision on technology model & workflow for multiscreen delivery content, operat- ing from parent location & distributing to the globe with different revenue-generation model from country to country; one should clearly consider required feature & technology integration before jumping with crowd.
Deep-dive into APIs in a Microservice ArchitectureWSO2
This slide deck introduces and explores the WSO2 API Microgateway, which isolates the API runtime traffic from the API management traffic.
Watch webinar here: https://wso2.com/library/webinars/2018/09/deep-dive-into-apis-in-a-microservice-architecture/
The XS2A Sandbox is an environment that fully meets the PSD2 requirements for
providing APIs for Third-Party Providers (TPP). Based on the Berlin Group’s NextGen
PSD2 specification for access to accounts (XS2A), you meet the regulatory
requirements without having to connect your systems.
Developed and supported by Golden Dimension in partnership with adorsys GmbH & CO KG
Webinar: Message Tracing and Debugging in WSO2 Enterprise Service BusWSO2
To view recording of this webinar please use the below URL:
http://wso2.com/library/webinars/2016/10/message-tracing-and-debugging-in-wso2-enterprise-service-bus/
Tracing and debugging play a key role when developing enterprise integration solutions. It helps to understand and build robust high-performance applications efficiently and makes the most use of your development time. Debugging enables developers to traverse message flows during runtime and tracing helps track issues after the process finishes. This allows you to identify and fix issues at the root of the cause.
WSO2 Enterprise Service Bus (WSO2 ESB) has now introduced these two much-awaited features to the distribution. This webinar will
Examine how WSO2 ESB’s runtime, tooling and analytics are integrated to enable debugging and tracing
Explore use case on developing sample artifacts
Demonstrate the capabilities of the debugger
Discuss how to perform tracing information collections
Explain the capabilities of tracing
WSO2 Guest Webinar: Building Enterprise Awareness with API Analytics in the A...WSO2
To view recording of this webinar please use below URL:
http://wso2.com/library/webinars/2015/07/building-enterprise-awareness-with-api-analytics-in-the-api-economy/
An awareness of who is accessing digital resources
How users put these resources to use
Which applications they are using it within
Network level information about where they are accessing the resources from
Moving Data Efficiently with Real-Time StreamingWSO2
Moving data from one place to another is a common problem that every system has to handle. Data streaming is becoming an increasingly popular technique used for data integration as it enables to transmit data efficiently with low resource usage and, more importantly, consumers receive notifications about new data/changes in real-time.
The usage of streaming to move data, a.k.a Streaming ETL, is a new technique that is becoming popular as an alternative to traditional ETL. Traditional ETL was predominantly designed to integrate data across files and DBs. But now there are various types of data sources and destinations. Therefore, the techniques used in traditional ETL might not suffice. Moreover, now users want to see data in real-time; this makes Streaming-based ETL the only choice for certain use cases.
WSO2 Enterprise Integrator is equipped with rich data streaming capabilities. It can listen to streaming data sources as well as source events from static data sources, such as files and DBs, making it possible to treat all data sources as data streams. The solution can be used as an effective tool to move large volumes of data in a streaming manner regardless of the data source.
In this webinar, we'll explore what functionalities are offered to build robust streaming ETL pipelines and introduce the developer experience offered to build streaming apps, as well as the basics you need to know to build your first streaming application with WSO2 Enterprise Integrator.
By attending this webinar, you will be able to understand what streaming ETL is and its importance and how to build a simple streaming application with WSO2 Enterprise Integrator.
During the webinar, we will cover:
What is streaming ETL? And why is it better?
Consuming streaming data and sourcing events
Processing streaming data with stream processing
Integrating streaming data with various destinations
Building a simple streaming app with WSO2 Enterprise Integrator
View the on-demand webinar: https://wso2.com/library/webinars/moving-data-efficiently-with-real-time-streaming/
Today, transforming a conventional business into a digital one is essential to increase revenue and productivity. Integrating heterogeneous systems and building an ecosystem with integrated components is a fundamental requirement for this.
Most modern systems support integration with other systems through APIs that are exposed to well-known protocols and standards. However, it is hard to expect all existing systems of an organization to be capable of integrating with other systems. Certain legacy systems will only be replaced a few years down the line.
Therefore, the challenge is to drive all these existing systems towards integration in quick succession while ensuring the agility to make any changes in the future. In this meetup, we will discuss how you can use the lean, enterprise-ready, high performing WSO2 Integration Platform to solve integration and innovation challenges that organizations face when performing brownfield integration.
Discussion topics include
Integrating with systems that talk in standard protocols and non-standard/ proprietary protocols
Integrating with legacy systems using techniques such as file-based integration
Sharing existing data from different sources as services
Ensuring guaranteed delivery of messages
Future-proofing your integrations by leveraging containerized deployments using Docker and Kubernetes
[WSO2Con EU 2018] Adaptive and Iterative Integration for Microservices and Cl...WSO2
In this presentation, Kasun Indrasiri, director of integration architecture at WSO2, discusses the following:
- Conventional centralized integration
- Role of integration in microservices
- Microservice integration patterns
- Hybrid architecture with centralized vs. decentralized integration for brownfield enterprises
From on premises monolith to cloud microservicesAlbert Lombarte
Presentation from Devops Barcelona conference on June 2019.
Step by step process to migrate from a monolith to several microservices in the cloud.
See with transitions at https://docs.google.com/presentation/d/10PvqjwDwBv96Ga2k0ZLrfi83NrQQnGQyLPKn0XsYC40/edit#slide=id.g585eb34422_0_592
Webinar: Real Time BI is Open and Anywhere with SpagoBISpagoWorld
The presentation supported the webinar on Real-time BI with SpagoBI, delivered by Alessandra Toninelli (SpagoBI Consultant) on March 30th, 2012, within SpagoBI Webinar Center. http://www.spagobi.org/
WSO2 Business Activity Monitor (WSO2 BAM) is a tool designed to exercise Business Activity Monitoring (BAM). WSO2 BAM is intended to serve the needs of both business and IT domain experts to monitor and understand business activities within an SOA deployment. It is specifically designed for monitoring SOA deployments, and can be extended to cater for other general monitoring requirements as well.
Webinar: BI Mobile with SpagoBI: be aware everywhere!SpagoWorld
The presentation supported the webinar delivered by Monica Franceschini, SpagoBI Architect, on April 19th, 2012 within SpagoWorld Webinar Center. http://www.spagobi.org/
WSO2 Product Release Webinar: WSO2 Data Analytics Server 3.0WSO2
To view recording of this webinar please use below URL:
WSO2 Data Analytics Server (WSO2 DAS) version 3.0 is the successor of WSO2 Business Activity Monitor 2.5. It based on the latest technologies and is an evolutionary upgrade to the current system. WSO2 DAS comes with a comprehensive set of new features including support for pluggable data sources, support for batch processing with Apache Spark, support for distributed data indexing, a new dashboard and support for unified data querying with analytics REST APIs.
The WSO2 DAS combines real-time, batch, interactive, and predictive (via machine learning) analysis of data into a single integrated platform. This webinar will present and demonstrate the following key features and capabilities in detail:
Pluggable data sources support with its new data abstraction layer
Batch analytics using the Apache Spark analytics engine
Interactive analysis powered by Apache Lucene
An analytics dashboard to visualize results
Activity monitoring capabilities for tracking related events in a system
Der OMG-Standard CMMN fokussiert sich auf die Unterstützung unstrukturierter Aktivitäten (Case Management). Mit Camunda BPM 7.6 wird CMMN sowohl in der technischen Ausführung als auch im Echzeit-Monitoring noch besser unterstützt.
Camunda-Mitgründer Bernd Rücker demonstrierte diese neuen Möglichkeiten live und erklärte, wie Sie von CMMN profitieren können.
This presentation is on the support that the WSO2 middleware platform provides for Big Data Analytics. Explains how WSO2 makes data driven intelligence for your enterprise easy. Explains both real time (complex event processing based) and batch mode (business activity monitoring based) options for Big Data Analytics.
I have Over 8+ years of experience as a DevOps Engineer. I came across an interesting position of DevOps Engineering position on your Linked post. Constantly updating my skill set, I am proficient in DevOps Tools like Git, Jenkins Pipeline Automation, AWS, Chef, Ansible, Kubernetes, Terraform, Docker, Shell Scripting,ELK, Jfrog and Prometheus.
Extra micrometer practices with Quarkus | DevNation Tech TalkRed Hat Developers
How do you know you have improved the performance of your portfolio of applications? By measuring it, of course! The ultimate goal of gathering application metrics is to have a standardized practice that is applicable across multiple microservices and that adds minimal runtime overhead. Join this session to discuss what metrics are available out of the box with the Quarkus micrometer extensions, what (and, more importantly, why) you should customize, and how those pieces of information will impact your development outcomes.
20 Simple Questions from Exactpro for Your Enjoyment This Holiday SeasonIosif Itkin
Warmest wishes for a happy holiday season and a wonderful New Year!
We look forward to our continued collaboration in 2020. Thank you for your support.
Build cloud native solution using open source Nitesh Jadhav
Build cloud native solution using open source. I have tried to give a high level overview on How to build Cloud Native using CNCF graduated software's which are tested, proven and having many reference case studies and partner support for deployment
This presentation answers the following questions:
1. Why is real-time and embedded (RTE) programming hard and what can we do about it?
2. What are the best practices used by experts in concurrency and how they apply to RTE programming?
3. How to apply modern hierarchical state machines (UML statecharts) to reduce the "spaghetti code" and how to generate code from them?
In this presentation, we show how Data Reply helped an Austrian fintech customer to overcome previous performance limitations in their data analytics landscape, leverage real-time pipelines, break down monoliths, and foster a self-service data culture to enable new event-driven and business-critical use cases.
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.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
12. 12
Experian delivers a digital marketing platform, where CEP plays a key role to analyze in real-time
customers behavior and offer targeted promotions. CEP was chosen after careful analysis, primarily for
its openness, its open source nature, the fact support is driven by engineers and the availability of a
complete middleware, integrated with CEP, for additional use cases.
Eurecat is the Catalunya innovation center (in Spain) - Using CEP to analyze data from iBeacons
deployed within department stores to offer instant rebates to user or send them help if it detected that
they seem “stuck” in the shop area. They chose WSO2 due to real time processing, the variety of IoT
connectors available as well as the extensible framework and the rich configuration language. They
also use WSO2 ESB in conjunction with WSO2 CEP.
Pacific Controls is an innovative company delivering an IoT platform of platforms: Galaxy 2021. The
platform allows to manage all kinds of devices within a building and take automated decisions such as
moving an elevator or starting the air conditioning based on certain conditions. Within Galaxy2021,
CEP is used for monitoring alarms and specific conditions.Pacific Controls also uses other products
from the WSO2 platform, such as WSO2 ESB and Identity Server.
A leading Airlines uses CEP to enhance customer experience by calculating the average time to reach
their boarding gate (going through security, walking, etc.). They also want to track the time it takes to
clean a plane, in order to better streamline the boarding process and notify both the air line and
customers about potential delays. They evaluated WSO2 CEP first as they were already using our
platform and decided to use it as it addressed all their requirements.
27. 27
Category Operators
Event Sequencing
e handle out of order events by using a variant of the K-Slack algorithm, which is a
well-known solution to handling disorder in event streams, by buffering data until order
can be guaranteed.
Compensation for missed events is not supported in the current version, but is on the
roadmap. Additionally, we can use filtering to reduce noisy events in a stream (based
on Kalman filter)
Enrichment
Enrichment is done via two ways: event tables to access historical data from any
JDBC data source, and custom extensions to connect to custom source of data, such
as files.
Business Logic
Scripting can be used to add any business logic to any execution plan. JavaScript,
Scala and R are supported out of the box. Additional, customers can easily invoke
custom logic through their own operators.
Transformation
The filter operator can be used to filter streams on a certain set of conditions, which
can be combined via and/or - Conditions can be expressed using mathematical
operators, regular expressions, string manipulation and logical operators. Additional ,
queries allow to select information from input stream, project them to output stream or
new stream, and replace certain elements
28. 28
Category Operators
Time Windows
Siddhi provides very strong support for time windows, a domain where an SQL-like query language bring
much simplicity compared to a programing language. Several types of windows are supported, including
sliding and tumbling (batch) windows, time windows starting from a point in time, or CRON-based time
windows. Additionally, we support applying streaming processing to events based on the number of events (
length window), the unicity of events or the frequency of events.
Aggregation/Correlation
Using Join and Pattern operators, we can aggregate and correlate two or more streams of data. Join allows
to join events based on condition, while pattern allows to correlate multiple events based on time, logical
relationship or event counting.
Pattern Matching
We detect patterns based on temporal order (based on arrival order), logical relationship (based or the
logical relationship of 2 events, or counting (to limit the number of events matching the pattern). The pattern
may or may not allow events in between the events the condition. If no foreign event is allowed, the
sequence operator must be used.
Custom
Developers can create their own function, operators , time windows and processing operators. The
extensions are written in Java. Once implemented the operators can be used as any other out of the box
operator or function.
Libraries to support custom operators
Developers use the current operators as reference to develop their own, this is one of the key advantages
with open source distribution. We deliver dozens of extensions on GitHub which can be adapted by 3rd
parties. At the implementation level, implementing an extension just involves extending a well-defined
interface.
Other operators
We support more than 100 custom operators on top of the list above, including geographical operators, for
location-based applications, time series, math, natural language processing, integration with machine
learning models created in PMML or our own Machine Learning product.
56. Using Enron Email Data Set
56
Protocol Throughput (events/sec)
Thrift 82137
Binary 245000
Protocol Throughput (events/sec)
Standalone 6555
distributed 1 node 3699
distributed: 2 nodes 6627
distributed: 3 nodes 9500
distributed: 4 nodes 11050
Simple Use Case
•Data Set:
• 517,417 emails
• mean body size of 1.8
KB
• largest size 1.92MB
57.
58. 58
Guaranteed SLAs
Pattern 1
(Hot/warm)
Pattern 2
(Persistence)
Pattern 3
(Distributed)
Continuity in the availability of the system
even in case of failure
Guarantee that no event is lost.
Stateful queries (for example involving a
time window or a sequence), state is not
lost despite failures.
Not supported in current version (on
roadmap)
Event is treated only once Not fully supported Not supported by Storm