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…This methodology enhances the feed-forward paradigm by integrating novel geometric constraints with a perspective-view training strategy , explicitly countering the primary sources of geometric error. This geometry-centric strategy yields a…
…Smith, VP of Marketing & Alliance at Liquidware, framed FlexApp as designed to eliminate the constraints of traditional application packaging and OS image modification, with the 10ZiG integration extending those benefits across a…
…The rumored design uses an unusual 8E+12Xe configuration, pairing eight efficiency cores with a large integrated Xe graphics engine while completely omitting traditional performance cores. The configuration suggests Intel is prioritizing…
…These patterns represent a loss of integrity and fall short of expectations, eroding trust in these CA Owners as publicly-trusted certificate issuers trusted by default in Chrome. To safeguard Chrome’s…
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…
Well, it appears the prospect of integrating Chinese memory into consumer products is becoming a reality, as major manufacturers are now exploring this route. HP, Dell, Acer & ASUS Are Currently Validating CXMT…
…bringing a chip to market, such as packaging constraints, long-term reliability, and manufacturing yield. In industry, the focus shifts to system-level integration. Modern systems on chips, or SoCs, incorporate dozens…
…Intel & Partners Are Working on the Z-Angle Memory to Solve Thermal & Compute Constraints With Existing Solutions While Team Blue has been out of the DRAM business for several decades now, the…
…Cherny replied to X users that this change is about engineering constraints and optimization. "We've been working hard to meet the increase in demand for Claude, and our subscriptions weren't…
…Run structured queries and integrate domain-specific constraints into workflows, and extend the cuOpt skills to benchmark metrics and optimize your own domain-specific use cases. Stay up to date on NVIDIA…
…His analysis focuses on the current DRAM shortage caused by AI hyperscalers’ ravenous appetite for memory, a major constraint on the speed at which large language models run. Moore provides a clear…