Seven hands-on labs for running AI workloads on Kubernetes: GPU scheduling, distributed training, model serving, and agents. Runs on a local kind cluster, no GPU required. Companion to a KubeCon EU 2026 talk.
Provides a fantastic way to manage accelerator resources in Kubernetes.
Multi-backend LLM serving and training platform — vLLM/Triton/Ray Serve/KServe/BentoML behind one contract, Kueue/Karpenter GPU orchestration, Ray Train/FSDP/DeepSpeed with LoRA/PEFT and DVC, MLflow/W&B tracking, and a tool-grounded LangGraph advisor — CI-validated without real GPU cost.
Make Kueue the single admission controller for mixed Slurm, Ray, and Kubernetes workloads on one shared pool. Experimental, live-validated prototype. Apache-2.0.
Ground-side mission plan compiler for ORCHIDE-class cloud-native satellite platforms. Validates plans, applies OPA policy guardrails, and renders Argo/Kueue workflow artifacts.
Job scheduling api for finetuning ML models on clusters
AdmiRL: Learning-Augmented Admission Control for Gang and Elastic GPU Workloads in Kueue
Production-style Kubernetes MLOps control plane with MLflow 3, Airflow 3.3, KServe/Kueue architecture labs, a tested KubeOps console, failure drills, and a study guide.
A deterministic simulator for GPU quota borrowing, preemption, and requeue.
Atomic N-or-0 EKS node provisioning for gang jobs through a Kueue AdmissionCheck
Production-style model reliability platform with drift checks, durable incidents, transactional notifications, RCA and lineage, a tested SignalOps console, and a study guide.
MultiKueue setup walkthrough for multi-cluster Kubernetes batch scheduling
A local Kubernetes lab to learn GPU scheduling without owning GPU Hardware
Production-style KServe platform with Open Inference V2, canary and rollback controls, a tested ServeOps console, observability, and guided study artifacts.
Helm chart for deploying Platforma on Kubernetes with Kueue job scheduling. Supports AWS EKS and GCP GKE.
Kubernetes job queue system for research computing
Kueue batch scheduling demo on GKE
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