InfoQ Homepage News
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Netflix Rolls Out Service-Level Prioritized Load Shedding to Improve Resiliency
Netflix extended its prioritized load-shedding implementation to the individual service level to further improve system resilience. The approach uses cloud capacity more efficiently by shedding low-priority requests only when necessary instead of maintaining separate clusters for failure isolation.
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QCon SF 2024 - Why ML Projects Fail to Reach Production
Wenjie Zi of Grammarly addressed the high failure rates in machine learning at QCon SF 2024, revealing challenges from misaligned business goals to poor data quality. She advocated for a "fail fast" approach and robust MLOps infrastructure, emphasizing that learning from failures can drive success. Clear objectives and rigorous practices are essential for effective implementation.
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QCon SF 2024: Scale Batch GPU Inference with Ray
At QConSF 2024, Cody Yu presented how Anyscale’s Ray can more effectively handle scaling out batch inference. Some of the problems Ray can assist with include scaling large datasets (hundreds of GBs or more), ensuring reliability with spot and on-demand instances, managing multi-stage heterogeneous compute, and managing tradeoffs with cost and latency.
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Techniques and Trends in AI-Powered Search by Faye Zhang at QCon SF
At QCon SF 2024, Faye Zhang gave a talk titled Search: from Linear to Multiverse, covering three trends and techniques in AI-powered search: multi-modal interaction, personalization, and simulation with AI agents.
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WildFly 34 Adds Preview of Jakarta EE 11 and Support for Jakarta Data
The WildFly community announced the latest release of WildFly 34, emphasizing the significant changes made to the WildFly Preview, including support for Jakarta Data 1.0, MicroProfile REST Client 4.0, and MicroProfile Telemetry 2.0. Other minor updates include ORM 6.6.x, Hibernate search 7.2, and FasterXML Jackson 2.17.
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Aurora Limitless: AWS Introduces New PostgreSQL Database with Automated Horizontal Scaling
AWS has announced the general availability of Amazon Aurora PostgreSQL Limitless Database, a relational database designed to provide automated horizontal scaling. This new option can handle millions of write transactions per second and manage petabytes of data, all within a single database environment.
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DevProxy 0.22 Improves API Permission Checks
Microsoft has released version 0.22 of DevProxy, an API simulation command-line tool. The new version improves logging and detects minimal permissions without the need for Azure API centre.
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Spring Framework 6.2 and Spring Boot 3.4 Improve Containers, Actuators Ahead of New 2025 Generations
Broadcom released Spring Framework 6.2 and Spring Boot 3.4, keeping the Java 17 and Jakarta EE 9 baselines. Spring Boot 3.4 has structured logging, adds container images to Docker Compose and Testcontainers, and improves container building and actuators. Broadcom announced Spring Framework 7 & Spring Boot 4 for 2025 with Java 17 and Jakarta 11. InfoQ spoke to Juergen Hoeller and Sébastien Deleuze.
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How to Delight Your Developers with User-Centric Platforms and Practices
By focusing on the users, platform development teams can ensure that they build a platform that tackles the true needs of developers, Ana Petkovska said at QCon London. In her talk, Delight Your Developers with User-Centric Platforms & Practices, she shared what their Developer Experience (DevEx) group looks like and what products and services they provide.
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ASP.NET Core 9: Enhancements in Static Asset Handling, Blazor, SignalR, and OpenAPI Support
Microsoft has released .NET 9, which contains features regarding ASP.NET Core 9. This latest release focuses on optimizing static asset handling, refining Blazor's component interaction, enhancing SignalR's observability and performance, and streamlining API documentation through built-in OpenAPI support.
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QCon SF: Mandy Gu on Using Generative AI for Productivity at Wealthsimple
Mandy Gu spoke at QCon SF 2024 about how Wealthsimple, a Canadian fintech company, uses Generative AI to improve productivity. Her talk focused on the development and evolution of their GenAI tool suite and how Wealthsimple crossed the "Trough of Disillusionment" to achieve productivity.
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Microsoft Introduces Long-Awaited Local Emulator for Azure Service Bus
Microsoft has unveiled a local Azure Service Bus emulator, transforming the way developers create and test applications. This tool eliminates cloud dependencies and costs, offering a streamlined development cycle and precise debugging in an isolated environment. Compatible with the latest SDKs, it empowers developers to innovate efficiently while ensuring reliable application communication.
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High-Performance Serverless with Rust: Insights from Benjamen Pyle’s Talk at QCon San Francisco
Benjamen Pyle's talk showcased the power of combining Rust with AWS Lambda for high-performance, scalable, serverless applications. He highlighted Rust's safety and efficiency and its ability to minimize cold start times and costs. Pyle emphasized best practices like multi-Lambda designs and infrastructure like code, enabling developers to build solutions that drive efficiency and sustainability.
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Timescale Bolsters AI-Ready PostgreSQL with pgai Vectorizer
Timescale recently expanded its PostgreSQL AI offerings with pgai Vectorizer. This update enables developers to create, store, and manage vector embeddings alongside relational data without the need for external tools or additional infrastructure.
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.NET MAUI 9 Launched with Better Performance, New Controls
On November 12th, Microsoft presented the .NET MAUI 9 in its final form. This version brings two new controls (HybridWebView and TitleBar), a slew of improvements throughout the framework, free SyncFusion controls and a Xcode sync tool for Apple-specific files. The performance and stability of the entire framework has been enhanced.