InfoQ Homepage Architecture Content on InfoQ
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eBPF and Wasm: Exploring the Future of the Service Mesh Data Plane
With the advancement of lightweight runtimes, such as eBPF and WebAssembly (WASM), we are now seeing a new generation of service mesh data plane solutions that are lighter, safer, and faster.
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Scaling Video Quality Measurements at Netflix with Cosmos
Netflix relies heavily on measuring perceptual video quality for different business purposes. As metrics evolve and become part of more workflows, their measurement tool needs to scale too. Netflix recently described how a new video quality measurement workflow was implemented using Cosmos microservices to foster innovation in quality metrics, with good scalability and loose data coupling.
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Google Protocol Buffers Support Idiomatic Kotlin Bindings
Google added support for Kotlin to its open source Protocol Buffers project, which is able to translate a proto definition into an idiomatic Domain Specific Language (DSL) leveraging Kotlin advanced syntax features.
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Building Quality in for Blockchain Systems
Blockchain technology can be used to build solutions that can naturally deliver better software quality. Using blockchain we can shift to smaller systems that store everything in a contract. We have to understand our data needs and decide what is stored in the chain and what off-chain, and think about how requirements, defects and testing history can be built into the contract models.
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Migrating Neo4j Graph Schemas with Neo4j Migrations
Neo4j Labs has released Neo4j Migrations, a database migration and refactoring tool that offers version control for relational databases. Inspired by FlywayDB, the tool supports migrations based on Cypher statements or Java. Triggering the migrations is possible via the CLI, Maven plugin, or a Spring Boot starter.
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Microservice Calls’ Critical Path Analysis with Jaeger and Uber’s CRISP
Discovering which services need to be optimised to reduce end-to-end latency in a microservices-based system can be challenging because call graphs may be too complicated to read. Uber described an open-source tool called CRISP built to solve this problem by finding the critical paths in these graphs. These paths identify those operations whose optimisation benefits the overall system.
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AWS US-EAST-1 Outage: Postmortem and Lessons Learned
On December 7th AWS experienced an hours-long outage that affected many services in its most popular region, Northern Virginia. The cloud provider released an analysis of the incident that started threads in the community about redundancy on AWS and multi-region approaches.
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Spring Boot 2.6 Improves Docker Images and Metrics, Version 2.4 Is EOL
VMware has released Spring Boot 2.6. As the second and last feature release of 2021, it improves Docker image building, provides more health and management information, and allows testing Spring MVC applications with the WebTestClient interface. This release also updates dependencies, such as Spring Security 5.6, Spring Data 2021.1, Spring Kafka 2.8, Hibernate 5.6, Kotlin 1.6, and JUnit 5.8.
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Airbnb Streamlines the Development Process with a Unified Architecture for Collaborative Hosting
Airbnb recently detailed how it designed and built a unified architecture for collaborative hosting. This architecture streamlines the development process of new products, as engineers only need to know about one central framework that will cover all hosting use cases. This framework encapsulates the specific types of collaborative hosting, freeing the engineers from the need to worry about them.
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API Architecture Track Recap from QCon Plus
The API Architecture track at QCon Plus featured six speakers and panelists discussing topics relevant to software engineers and architects who design, build, and maintain APIs. The track covered broad concepts such as extensibility and API lifecycles, and featured a showdown between REST, GraphQL, and gRPC to determine the best technology to use when building an API.
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GitHub Release Improved Developer Flow at Universe Event
At their annual industry event, GitHub released new functionality with a focus on flow, better developer experience, and security. GitHub Universe is an annual conference -- which ran virtually this year -- bringing a raft of announcements relating to new functionality in GitHub - Microsoft’s developer source code repo and software integration tool.
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AWS Releases Preview of a New Low-Code Development Tool with Amplify Studio at re:Invent
At the recent re:Invent AWS announced Amplify Studio, a new Figma-connected low-code service meant to help developers quickly build cloud-connected apps. The new tool is an extension of the existing AWS Amplify service, which focuses on building web and mobile apps but lacks the easy-to-use drag-and-drop interface of Amplify.
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AWS Launches Amazon Kinesis Data Streams On-Demand
Amazon Kinesis Data Streams is a fully-managed, serverless service on AWS for real-time processing of streamed data at a massive scale. Recently, the company released a new capacity mode On-demand for the service, which eliminates capacity provisioning and management for streaming workloads.
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AWS Introduces Amazon S3 Event Notifications with Amazon EventBridge
During the annual re:Invent, AWS introduced Amazon S3 Event Notifications for its serverless event bus service Amazon EventBridge. With S3 notifications, developers can leverage a more reliable and faster “directly wired” model.
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AWS Announces Custom Lenses Feature for Its Well-Architected Framework
Recently, AWS announced AWS Well-Architected Custom Lenses, a new feature of the AWS Well-Architected Tool. With this new feature, customers can bring their own best practices to complement the existing framework based on their industry, operational plans, and internal processes.