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 SchedulingThe journey for workload-aware scheduling doesn't stop here. For v1.37, the community is actively working on: Graduating Workload and PodGroup APIs to Beta: Our primary goal is to mature the Workload and PodGroup APIs to the Beta stage, solidifying their foundational role in the Kubernetes ecosystem. As part of this graduation process, we also plan to introduce minCount mutability to unlock elastic jobs and allow dynamic workloads to scale efficiently.Multi-level Workload hierarchies: To support complex modern AI workloads like JobSet or Disaggregated Inference via LeaderWorkerSet (LWS), we ar
Kubernetes v1.36: Advancing Workload-Aware Scheduling… Kubernetes v1.35 introduces the Workload API that you can use to describe the desired shape as well as scheduling-oriented requirements of the workload. It comes with an initial implementation of gang scheduling that instructs the kube-scheduler to schedule gang Pods in the all-or-nothing fashion. …
… To use a real LLM: Get an API key from OpenAI, Anthropic, or Gemini Create a Kubernetes secret with your key Update the AgentgatewayBackend to use the real host and authentication yaml apiVersion: gateway.kgateway.dev/v1alpha1 kind: Backend metadata: name: openai namespace: kgateway-system spec: ty… …
… The people working on this set of features are hoping to extend support for these fields to other disruption sources, including default preemption used in the Pod-by-Pod scheduling cycle, in future releases. apiVersion : scheduling.k8s.io/v1alpha2 kind : PodGroup metadata : name : victim-pg spec : … …
… As an example, here’s a simple EndpointSlice showing how one could be represented: apiVersion: discovery.k8s.io/v1alpha kind: EndpointSlice metadata: name: example-abc labels: kubernetes.io/service-name: example addressType: IP ports: - name: http protocol: TCP port: 80 endpoints: - addresses: - "1… …
… The documentation has been published as a standalone site with the format of a book, and it is linked from the main k8s.io documentation available at https://kubectl.docs.kubernetes.io . …
… Start Kubernetes Services To start your Kubernetes services type in this command: helm install chatqna oci://ghcr.io/opea-project/charts/chatqna --set global.HUGGINGFACEHUB API TOKEN=${HF TOKEN} -f cpu-values.yaml Step 3. …
… They identified six bypass scenarios, ranging from using newer Linux syscalls that certain gadgets don’t hook for example, openat2 instead of openat to evasion through io uring and statically linked libraries. …
… This release includes a total of 11 enhancements promoted to Stable: Remove transient node predicates from KCCM's service controller Reserve nodeport ranges for dynamic and static allocation Priority and Fairness for API Server Requests KMS v2 Improvements Support paged LIST queries from the Kubern… …
… Share your voice at our weekly community meeting , and through the channels below: Find out more about contributing to Kubernetes at the Kubernetes Contributors website Follow us on Twitter @Kubernetesio for the latest updates Join the community discussion on Discuss Join the community on Slack Pos…
… Friday, November 15 AI/ML workloads on Kubernetes require top performance, especially when using multi-GPU setups that rely on network communication, that’s why Intel Principal Engineer Patrick Ohly and Google Senior Staff Software Engineer John Belamaric have joined forces again in Better Together! …
