Posts by Shrey Ajmera
Reimagining GPU Allocation in Kubernetes: Introducing the AMD GPU DRA Driver
- 13 January 2026
In this blog, you’ll learn how Kubernetes’ new Dynamic Resource Allocation (DRA) framework and the AMD GPU DRA Driver turn GPUs into first-class, attribute-aware resources. We’ll walk through how to publish AMD Instinct GPUs via ResourceSlices, request specific models and partition profiles with declarative ResourceClaims, and observe allocations through Kubernetes-native lifecycle objects, so you can simplify cluster operations compared to traditional Device Plugin–based setups.
Introducing the AMD Network Operator v1.0.0: Simplifying High-Performance Networking for AMD Platforms
- 08 January 2026
In this blog, you will learn how the AMD Network Operator simplifies high-performance networking for AMD GPU clusters, automates NIC discovery and configuration, supports RDMA/RoCE workloads, and provides real-time monitoring to keep your AI/ML and HPC jobs running efficiently.