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…cell library development, IP integration, toolchain validation, and even 3DIC packaging studies. It ensures all components from transistor to tools are developed in tandem, under real-world constraints. With PICO: TCAD simulations…
…The software operates as an integrated platform that combines five major disciplines: aerodynamics, propulsion, electromagnetics, infrared signature, and sonic boom design. According to a peer-reviewed paper published in Acta Aeronautica et…
…For pure NDD patterns that have a single alternative with rm constraint, split into r,m alternatives and apply preferred_for_speed on the memory alternative. For legacy patterns with NDD alternatives…
…constraints stemming from AI companies' supply squeezes are forcing even industry leaders like Apple to scale back ambitious hardware plans. Previously, the A20 was expected to transition from TSMC's InFO (Integrated…
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…
…As a standalone enterprise server processor, it offers organizations a high-performance RISC-V alternative designed to reduce ISA licensing constraints and long-term dependence on third-party vendor roadmaps. As a…
…By moving to a declarative model, the project also unlocks the future ability to publish validation rules via OpenAPI and integrate with ecosystem tools like Kubebuilder. For contributors and ecosystem developers, this…
…These results show that the structural constraints required for valid reward extraction simultaneously serve as beneficial inductive biases for policy generalization. The code is available at https://github.com/sotaagi/EnergyFlow. View…
…integrate into Soundcore’s upcoming flagship earbuds. The company says it’s starting with earbuds because they’re the most challenging devices to put AI chips in due to size constraints. The…
…The move reflects Gigabyte's ongoing commitment to empowering users at every budget level, particularly as global DDR5 memory prices remain elevated amid continued supply constraints. Lowering the Cost of Building on…
…Wave Next unifies fragmented audio workflows into a single, scalable ecosystem, integrating professional-grade software, purpose-built hardware with the new Wave FX engine, onboard digital signal processing for reduced latency, and…