Topic

#resource management

3 articles found

Mastering Kubernetes Resource Management: Essential Insights

This is part of the Platform engineering with Go series: a growing collection of posts on Kubernetes, Go tooling, and infrastructure automation. View all posts in the series It's 3am. Your on-call phone goes off. A service is down in production. You log in, check the pods, and see this: kubectl get

#kubernetes#resource management#cloud computing#india tech#devops

· · Towards Data Science

Unlocking AI Inference: Running Multiple LLMs on 8GB GPUs

Beat the 8GB VRAM limit. Learn how to run three different LLMs on a single 8GB GPU using C++ layer multiplexing and admission control. The post 3 Agents. 3 LLMs. 1 Aging GPU: Engineering Parallel Inference on Bare Metal appeared first on Towards Data Science.

#ai optimization#parallel inference#llm management#india tech#resource management

· · Kubernetes Blog

Kubernetes v1.36 Launches Pod-Level Resource Managers for Enhanced Performance

Kubernetes v1.36 introduces Pod-Level Resource Managers as an alpha feature, bringing a more flexible and powerful resource management model to performance-sensitive workloads. This enhancement extends the kubelet's Topology, CPU, and Memory Managers to support pod-level resource specifications (.sp

#kubernetes#cloud-native#resource management#india tech#container orchestration