InfoQ Homepage Architecture Content on InfoQ
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Azure Monitor Metrics Data Plane API for Enhanced Resource Insight Gathering
Microsoft recently announced the general availability (GA) of Azure Monitor Metrics Data Plane API, which makes resource insight gathering more efficient by providing developers with the capability to retrieve the metric data for up to 50 resource IDs in the same subscription and region in a single batch API call, thus improving query throughput and reducing the risk of throttling.
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Instacart Creates Real-Time Item Availability Architecture with ML and Event Processing
Instacart combined machine learning with event-based processing to create an architecture that provides customers with an indication of item availability in near real-time. The new solution helped to improve user satisfaction and retention by reducing order cancellations due to out-of-stock items. The team also created a multi-model experimentation framework to help enhance model quality.
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Uber Improves Resiliency of Microservices with Adaptive Load Shedding
Uber created a new load-shedding library for its microservice platform, serving over 130 million customers and handling aggregated peaks of millions of requests per second (RPSs). The company replaced the solution based on QALM with Cinnamon library, which, in addition to graceful degradation, can dynamically and continuously adjust the capacity of the service and the amount of load shedding.
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Java News Roundup: LibericaJDK with RISC-V, Payara Platform, Gradle 8.6, LangChain4j, Spring Cloud
This week's Java roundup for January 29th, 2024, features news highlighting: LibericaJDK 21 with support for RISC-V, January release of Payara Platform, Gradle 8.6, LangChain4j 0.26, GraalVM Native Build Tools 0.10, and multiple releases of Open Liberty and Eclipse Vert.x.
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Well-Architected Migration Lens for Streamlined Cloud Transition
AWS has introduced the AWS Well-Architected Migration Lens, an extension of the Well-Architected Framework. This extension incorporates best practices and implementation guidance that customers can utilize in their migration program across the three phases: Assess, Mobilize, and Migrate.
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Zonal Autoshift on AWS: Optimizing Infrastructure Reliability
Zonal autoshift, a new capability of Amazon Route 53 Application Recovery Controller, automatically shifts traffic away from an Availability Zone (AZ) when a potential failure is identified by the cloud provider. The service redirects the traffic back once the AZ failure is resolved.
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How RevenueCat Manages Caching for Handling over 1.2 Billion Daily API Requests
RevenueCat extensively uses caching to improve the availability and performance of its product API while ensuring consistency. The company shared its techniques to deliver the platform, which can handle over 1.2 billion daily API requests. The team at RevenueCat created an open-source memcache client that provides several advanced features.
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Discord Scales to 1 Million+ Online MidJourney Users in a Single Server
Discord optimized its platform to serve over one million online users in a single server while maintaining a responsive user experience. The company evolved the guild component, which is responsible for fanning out billions of message notifications, in a series of performance and scalability improvements supported by system observability and performance tuning.
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DoorDash Uses Service Mesh and Cell-Based Architecture to Significantly Reduce Data Transfer Costs
In a recent move, DoorDash has significantly optimized its cloud infrastructure costs. The company faced increased cross-AZ data transfer costs when transitioning to a microservices architecture. To substantially reduce this cost, DoorDash implemented zone-aware routing with its Envoy-based service mesh, taking advantage of its Cell-Based Architecture.
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2023 JavaScript Rising Stars
The recent report from Rising Stars highlights the trends in the JavaScript ecosystem and showcases standout projects based on GitHub Stars in 2023. Overall, the most popular project was shadcn/ui, a collection of UI components that can be used to create custom components. The JavaScript runtime Bun continued its momentum, making it the second most popular project.
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Java News Roundup: JDK 22 in Rampdown Phase Two, JEPs for JDK 23, Jakarta EE 11, GraalVM
This week's Java roundup for January 15th, 2024, features news highlighting: JEP 455 Proposed to Target for JDK 23, JDK 22 in Rampdown Phase Two, an updated Jakarta EE 11 release plan, GraalVM, and Oracle’s Critical Patch Update for January 2024.
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Cloudflare Releases 2024 API Security and Management Report
Cloudflare recently released its 2024 API Security and Management Report, providing insights, predictions, and recommendations for safeguarding APIs in the new year. The report analyses the growing risk of shadow APIs, the most common API errors, and global API usage across different industries.
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B2B Data Interchange: Managed Electronic Data Interchange (EDI) on AWS
AWS recently introduced B2B Data Interchange, a platform allowing organizations to automate and monitor the transformation of EDI-based business transactions. The service provides a low-code interface for managing trading partners and translating EDI documents into JSON and XML formats.
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Real-Time Data Streaming Capabilities with AppSync Integration in Amazon EventBridge Event Bus
AWS recently announced that Amazon EventBridge Event Bus supports AWS AppSync as an Event Bus's target, enabling developers to stream real-time updates such as sports scores from their applications to frontend applications, including mobile and desktop.
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Slack Migrates to Cell-Based Architecture on AWS to Mitigate Gray Failures
Slack migrated most of the critical user-facing services from a monolithic to a cell-based architecture over the last 1.5 years. The move was triggered by the impact of networking outages affecting a single availability zone, causing user-impacting service degradation. The new architecture allows incrementally draining all the traffic away from the affected availability zone within 5 minutes.