InfoQ Homepage Distributed Systems Content on InfoQ
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Q&A with Saumitra Buragohain on Hortonworks Data Platform 3.0
InfoQ caught up with Saumitra Buragohain, senior director of Product Management at Hortonworks, regarding Hadoop in general and HDP 3.0 in particular.
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Hazelcast Releases Jet 0.6 for Stream and Fast Batch Processing
Hazelcast, maker of distributing computing technologies and tools, have released a new major version (version 0.6) of Jet, their open-source streaming processing engine.
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Dataiku's Latest Release Integrates Deep-Learning for Computer Vision
Collaborative data science platform Dataiku's latest release of its Data Science Studio includes pre-trained deep learning models for image processing. The DSS platform implements each step of a data-science project from data-sourcing and visualization to production deployment. Its machine-learning module supports standard libraries and it integrates with Hadoop and multiple Spark engines.
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The Future of Microservices as the IT World Changes: Uwe Friedrichsen at microXchg Berlin
You have finally mastered Microservices, including Docker and Kubernetes, and some other new cool trends. But are you prepared for the future, Uwe Friedrichsen asked in his presentation at microXchg 2018 in Berlin where he explored the future of IT and the consequences for microservices.
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Designing Reactive Systems Using DDD, Event Storming and Actors
Domain-driven design (DDD) is often used for finding boundaries (bounded contexts) around microservices. But everything in domain-driven design (DDD) is not good for microservice, Lutz Huehnken claimed in a presentation at microxchg 2018 in Berlin where he discussed how DDD, Event Storming and the Akka-based Lagom framework can be used to build reactive systems.
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The Maturity of Microservices: MicroXchg Berlin Panel Discussion
In the microservices panel at microXchg 2018 in Berlin, Susanne Kaiser, together with the panel, consisting of Stefan Tilkov, Chris Richardson, Elisabeth Engel and Daniel Bryant, discussed the state of microservices as of today and whether the hype is over — is microservices now a mature technique or is serverless the next step?
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Stefan Tilkov at microXchg Berlin: Microservice Patterns and Antipatterns
In his presentation at microXchg 2018 in Berlin, Stefan Tilkov explored patterns and antipatterns in microservice projects from his perspective, including Evolutionary Architecture, Decoupling Illusion, Distributed Monolith and Entity Service. He especially noted that some of the patterns he considers to be patterns, other people may see as antipatterns, and the other way around.
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QCon London: Asynchronous Event Architectures with or without Actors
Synchronous request-response communication in microservices systems can be really complicated. Fortunately, asynchronous event-based architectures can be used to avoid this, Yaroslav Tkachenko claimed in a presentation at QCon London 2018, where he described his experiences with event-driven architectures and how Actors can be used in systems built on this architecture.
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QCon London: Ensuring Data Consistency in Distributed Systems Using CRDTs
Conflict-free Replicated Data Types (CRDTs) is a family of algorithms for ensuring strong eventual consistency in distributed systems without the use of a centralized server that now has been theoretically proven to work, Martin Kleppmann claimed in a presentation at QCon London 2018, where he explored algorithms allowing people to collaborate on shared documents.
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The Future of Microservices and Distributed Systems: QCon London Microservices Panel Discussion
In the microservices panel at QCon London 2018, track host Sam Newman together with Susanne Kaiser, Guy Podjarny, Idit Levine and Mark Burgess, discussed how the service technology as we see it today will change, and how we will build systems in the future. They believe microservices will continue to exist but will evolve into becoming a base for other techniques like serverless architectures.
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Q&A with Kubernetes Founder Brendan Burns on Containers and Distributed System Patterns
InfoQ caught up with Brendan Burns, author of Designing Distributed Systems, Patterns and Paradigms for Scaleable Microservices. He talks about Distributed Systems patterns and how Containers enable it.
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DevOps Workbench Launched by ZeroStack
Private cloud provider, ZeroStack, has announced a self-service capability from which developers can create their own workbenches. Forty developer tools from a mix of open source and commercial providers are available to users of the DevOps Workbench through Zerostack’s Intelligent Cloud Platform.
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Entity Services is an Antipattern
In a microservice based architecture, it is important to keep the different services separated. Entity services is a common pattern now applied to microservices, but Michael Nygard claims that entity services is an anti-pattern that works against separation.
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Event Sourcing in an Unreliable World
Examples of event sourced systems are often from process-oriented domains, like e-commerce, with incoming commands that generate events. But there are domains without processes that are intrinsically unreliable where we are collecting events from external event sources with transports that are unreliable, Lorenzo Nicora explained at the recent Microservices Conference µCon London 2017.
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Observability and the Monitoring of Cloud-Native Applications
Cindy Sridharan summarizes her thoughts on observability and its relevance in monitoring cloud native applications in her recent article. Observability is a philosophy that encompasses monitoring, log aggregation, metrics and distributed tracing to gain deeper, ad-hoc insights into a system.