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…While digital integration often receives the most attention, RF performance remains one of the most difficult challenges in advanced wireless SoCs. Variability across process nodes, antenna constraints, thermal considerations, and coexistence requirements…
…Power constraints are shaping system design, prioritizing efficiency over raw scale. 45:00–50:00 — Power, Cooling, and Data Center Design Power density and cooling are now primary constraints in AI infrastructure…
…He founded NextSilicon to address those constraints with a software-defined approach to HPC, enabling architectures that can adapt to evolving workloads across HPC, AI, and data-intensive computing. Tell us about…
…level constraints, the primary concern is caused by how CUDA behaves within LPU-style execution, as it requires explicit memory placement, whereas CUDA kernels are designed for hardware abstraction. Integrating SRAM within…
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…
…The next issue pertains to packaging constraints. Modern AI processors aren't monolithic chips. Instead, they use technologies such as CoWoS (Chip-on-Wafer-on-Substrate) to integrate logic with HBM (High…
…SK Hynix, being one of the leading DRAM makers, is already facing severe production constraints. At the same time, SK Hynix is being approached by tech firms to invest in its chip…
…For starters, Intel doesn't believe that the Arc G3 is a "processor with integrated graphics," but rather a "GPU with an integrated CPU." Such a philosophy was needed to serve as…
…Our analysis shows that token positions that steer the reasoning process are associated with low confidence scores caused by constraints on satisfying reasoning behavior patterns in demonstrations. We then adopt causal mediation…
…YMTC, SMIC & CXMT Are Now Targeted In a Proposed Legislation, Limiting Their Adoption Across Commercial Products The debate over integrating Chinese memory into consumer-grade products has emerged recently amid DRAM shortages…
…Loss budgets, crosstalk, and reflections have become serious constraints for PCIe 5.0 and 6.0, but with PCIe 8.0 and its 256 GT/s bit rate — a data transfer rate…