About this document
Pulsar Report by Pratham is a document available to read on EtoBox.
The document presents a project report on PULSAR, a GPU queue fairness control platform designed for shared AI clusters using Kubernetes. It addresses the challenges of GPU resource sharing in multi-tenant environments, aiming to ensure equitable distribution and prevent resource monopolization. The proposed system incorporates various modules for queue management, fairness scheduling, and monitoring, achieving significant improvements in job waiting time and overall GPU utilization.
- Author
- Pratham
- Language
- EN