InfoQ Homepage Architecture & Design Content on InfoQ
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Q&A with Marcin Grzejszczak on Spring Cloud Contract
Marcin Grzejszczak is a software engineer at Pivotal. Currently, he is working on Spring Cloud Contract, a consumer-driven contracts framework for Java. InfoQ has interviewed Marcin in order to discuss some of the framework's benefits, and how in particular consumer-driven contracts can help with microservice testing.
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Data Preparation Pipelines: Strategy, Options and Tools
Data preparation is an important aspect of data processing and analytics use cases. Business analysts and data scientists spend about 80% of their time gathering and preparing the data rather than analyzing it or developing machine learning models. Kelly Stirman spoke last week at Enterprise Data World 2017 Conference about the data preparation best practices.
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Causal Consistency for Large Neo4j Clusters
Jim Webber, chief scientist at Neo4J Technology, explored how Neo4J implements causal consistency at QCon London 2017. The presentation included a high-level overview of Neo4J’s clustering architecture, its implementation of consensus using Raft, and a pattern called bookmarking used to achieve read-after-write consistency.
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Light at the End of the Long Tunnel for Java EE 8
There may finally be some light at the end of the long tunnel for Java EE 8. Oracle recently updated the Java community on Java EE 8, which included the latest release schedule and updates on JSR activities. Almost four years in the making, the road for Java EE 8 has not been easy.
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Amazon Adds Cross Region and Encrypted Replication Support for Aurora
In a recent blog post, Amazon announced updates to its MySQL-compatible Database Engine, Aurora. In this update, Amazon is including support for cross region snapshot copy, cross region replication for encrypted databases, cross account encrypted snapshot sharing, adding a region where Aurora can be provisioned and a new instance size called T2.Small.
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Azure Service Fabric SDK Becomes Open Source
Microsoft recently announced it opened the source code of its Azure Service Fabric SDK. Azure Service Fabric is a distributed systems platform to package, deploy, and manage and microservices. The SDK exposes Service Fabric APIs to integrate .NET applications in the Service Fabric platform.
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Google Announces Cloud Machine Learning API Updates
Google recently announced the Cloud Machine Learning API updates at the Google Cloud Next Conference. This includes a set of APIs in the areas of vision, video intelligence, speech, natural language, translation and job search.
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How Google Uses Espresso to Connect to the Public Internet
At the Open Networking Summit, Google engineers highlighted the capabilities of their Software Defined Networking (SDN) strategy, including the peering edge architecture named Espresso. Espresso is the fourth pillar of Google's SDN strategy and focuses on optimizing the performance and availability of peering connections with major Internet Service Providers around the globe.
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Microsoft Adds Application Insights Support for Azure Functions
Microsoft recently announced an initial preview of Application Insights support for Azure Functions. As a result of this integration between the two services, developers now get built-in instrumentation for their code and a portal to view trends in their code’s performance. Developers are also able to set monitoring thresholds which can be used to create alerts or a callout to external webhooks.
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Intel Launch Optane SSD
Intel recently launched their 3D XPoint non-volatile memory (NVM) under the brand name of Optane. The SSD label in some of the branding might imply that it’s a different type of durable storage, but the technology is aimed at applications that would normally use RAM. This marks the beginning of the end of the compromise between in memory and persistent.
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The Blockchain and the CAP Theorem
Yaron Goland, Principal Architect at Microsoft, has published an article describing how a blockchain client can be made AP or CP based on its implementation. This works by being able to configure how many blocks must come after a transaction until it is accepted. The more blocks which have occurred after the transaction, the more likely it is to have a system wide consensus, making it consistent.
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Microsoft Releases Azure Functions Proxies Public Preview
In a recent blog post, Microsoft announced a public preview for Azure Functions Proxies. This feature provides reverse proxy functionality targeted at organizations that expose many Azure Function Apps and want to have a common public endpoint, regardless of where and how many Function Apps have been provisioned.
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Evolving APIs for Scale with Dropbox
Dropbox builds a dramatically different V2 of their API, built for scale.
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A Crystal Ball to Prioritise Technical Debt in Monoliths or Microservices: Adam Tornhill's Thoughts
At QCon London, Adam Tornhill presented “A Crystal Ball to Prioritise Technical Debt”, and claimed that although the technical debt metaphor has taken the software world with storm, most organizations find it hard to prioritise and repay their technical debt. Key takeaways from the talk included methods to identify ‘hotspots’ of code complexity and churn.
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Microsoft Adds Cross-Platform Support for Azure Relay Hybrid Connections
Microsoft recently announced that their Azure Relay Hybrid Connections service has reached General Availability. The Azure Relay Hybrid Connections service, which is WebSocket-based, complements the existing Azure Service Bus Relay offering which is now being referred to as WCF Relays.