InfoQ Homepage Event Driven Architecture Content on InfoQ
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Delta – a Data Synchronization and Enrichment Platform by Netflix
Large systems often utilize numerous data stores. There is sometimes a need to keep some of these data stores in sync, and to enrich data in a store by calling external services. To address these needs, Netflix has created Delta, an eventual consistent, event-driven data synchronization and enrichment platform. In a blog post, the team behind Delta gives an overview of their design.
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Azure Functions Premium Plan Goes GA, Brings Pre-Warmed Instances, VNET Integration
Announced as a public preview back in April of 2019, the Azure Functions Premium plan is now generally available. This set of functionality is focused on scale, performance, and network connectivity for serverless functions. The Premium plan was released amongst a host of other Azure Functions updates meant to broaden the appeal of Microsoft's serverless computing platform.
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TriggerMesh Announces EveryBridge Serverless Event Bus
Recently TriggerMesh announced EveryBridge, an event bus that can consume events from various sources. These events are then used to start functions, which can run at any of the major cloud providers as well as on-premises.
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Open Source CNCF CloudEvents Specification Reaches Version 1.0 Milestone
CloudEvents is an open-source specification for describing event data in a standard way and is intended to ease event declaration and delivery across services, platforms, and beyond. The driving force behind the specification is the Cloud Native Computing Foundation (CNCF), which recently announced that the specification had reached a version 1.0 milestone.
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Oleg Zhurakousky on Spring Based Event-Driven Microservices
Spring Cloud Stream and Spring Cloud Function technologies support the implementation of event-driven microservices for diverse use cases, ranging from application integration to data streaming. Oleg Zhurakousky, project lead for Spring Cloud Stream and Spring Cloud Function, spoke at SpringOne Platform 2019 Conference about the recent developments and features in both of these projects.
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Sense and Nonsense in Event Thinking and Microservices
Modularity in the systems we are building is very important, but there are anti-modularity forces that we must deal with to be able to achieve this modularity. In a presentation at the recent Event-driven Microservices Conference, held by AxonIQ, Allard Buijze shared his thoughts and experience building systems based on DDD, CQRS, microservices and event sourcing.
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Day Two Problems When Using CQRS and Event Sourcing
There are a lot of good reasons for building a CQRS and event-sourcing based system, but there are also problems that appear only after an application is in production. In a presentation at the recent Event-driven Microservices Conference held by AxonIQ, Joris Kuipers shared his experience running and evolving CQRS and event sourced applications in production.
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Design and Implementation of a DDD-Based Modular Monolith
Kamil Grzybek recently published a project where he has designed, implemented, and in detail described a monolithic application with a Domain-Driven Design (DDD) approach. His goal is to show how a monolithic application can be designed and implemented in a modular way. He also discusses some architectural considerations and design patterns he has found useful in the application.
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Jagadish Venkatraman on LinkedIn's Journey to Samza 1.0
At the recent ApacheCon North America, Jagadish Venkatraman spoke about how LinkedIn developed Apache Samza 1.0 to handle stream processing at scale. He described LinkedIn's use cases involving trillions of events and petabytes of data, then highlighted the features added for the 1.0 release, including: stateful processing, high-level APIs, and a flexible deployment model.
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AWS Step Functions Gains Callback Patterns to Resume Paused Workflows
Amazon Web Services (AWS) recently announced that AWS Step Functions supports callback patterns to "automate workflows for applications with human activities and custom integrations with third-party services". Workflow executions can now be paused until applications return a token via the Step Functions API, which obsoletes the previously required polling or other workarounds.
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Data Engineering in Badoo: Handling 20 Billion Events Per Day
Badoo is a dating social network that currently handles billions of events per day, explains Vladimir Kazanov, data platform engineering lead. At Skills Matter, he talked through some of the challenges of operating at this scale, and what tooling Badoo uses in order to process and report on this data.
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High Scalability Workflow Engine Zeebe is Production Ready
Zeebe is a workflow engine designed to meet the scalability requirements of high-performance applications running on cloud-native and event-driven architectures, and to support workflows that span multiple microservices in low latency, high-throughput scenarios. Zeebe 0.20.0 has just been released as a free community edition and is considered production ready.
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Amazon EventBridge – Event-Driven AWS Integration for SaaS Applications Now Generally Available
At the recent AWS Summit Event in New York, Amazon announced the general availability of Amazon EventBridge, a serverless event bus that allows AWS, Software-as-a-Service (SaaS), and custom applications to communicate with each other using events.
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Mistakes and Recoveries When Building an Event Sourcing System
When Nat Pryce and his team started building a system based on an event sourced architecture, they made a couple of significant mistakes in the design, but managed to recover from these mistakes with an ease that surprised them. In a blog post, Pryce describes the mistakes they made and the factors that made it possible for them to refactor the architecture and recover from their mistakes.
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Open Source Messaging Software NATS Releases 2.0
Open source messaging software NATS 2.0 has been released and offers advanced security management, global disaster recovery, and improved performance at scale. NATS is a Cloud Native Computing Foundation project that provides messaging services for cloud native systems, IoT messaging, and microservices.