To keep the first feature iteration predictable, the Job controller only creates a Workload and PodGroup when the Job has a well-defined, fixed shape: .spec.parallelism is greater than 1.spec.completionMode is set to Indexed.spec.completions is equal to .spec.parallelismThe schedulingGroup is not already set on the Pod template. These conditions describe the class of Jobs that gang scheduling can reason about: each Pod has a stable identity (Indexed), the gang size is known and fixed at admission time (parallelism == completions), and no other controller has already claimed scheduling responsi
Kubernetes v1.36: Advancing Workload-Aware Scheduling…The project also reflects China’s broader push to integrate renewable energy directly into digital infrastructure. The underwater data center is connected to nearby offshore wind farms, allowing a substantial portion of…
…A Benchmark for Multi-Track Comparative Music Question Answering (2026) Aligning Language Models for Lyric-to-Melody Generation with Rule-Based Musical Constraints (2026) Please give a thumbs up to this comment…
…Revert is possible if someone shows up complaining." Especially given RAM constraints in the industry these days, it's a bit surprising RISC-V XIP wasn't better leveraged, but alas it…
…Quite the opposite, in fact: "Game-integrated super resolution remains the preferred choice. Auto SR steps in where game-integrated super resolution isn’t available or when hardware constraints prevent it from…
I love making small 2D pixel art games, especially using tools that have some constraints. Things like Pico-8 and the Playdate SDK are simple, fun, and allow for focusing on the game idea rather than the technical minuti…
Hey all — looking for some real-world input from people running TACACS+ at scale. We’re a service provider / MSP with ~100 employees, but we manage ~30,000+ network devices (switches/routers). Most of our gear supports T…
Thank you to everyone who offered feedback on my Hacker Show post for Forkle last week. I had some fantastic input from a few of you, which I have now integrated into the game.Major & Minor Improvements:- Much easier. I …
Hi HN, we’re Nick and Drew, and we’re building boxes.dev – the first cloud-only agentic dev environment (ADE) that gives every Codex and Claude Code agent its own cloud computer.We’re two engineers who previously built G…
…These efforts build on AMD’s deep ecosystem partnerships and long-standing leadership in chiplet architectures, high-bandwidth memory integration, 3D hybrid bonding, and rack-scale system design for next-generation AI…
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