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Happy 10th year, JCertif!

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Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.

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InfoQ Reading List

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.

By Rafal Gancarz

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.

By Andrew Hoblitzell

QCon SF 2024 - Scale out 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.

By Andrew Hoblitzell

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.

By Anthony Alford

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.

By Shaaf Syed

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