Can I read Dilu Enabling GPU Resourcing-On-Demand For on EtoBox?
Dilu Enabling GPU Resourcing-On-Demand For by bush9019 is a document available to read on EtoBox.
What is Dilu Enabling GPU Resourcing-On-Demand For about?
The document presents Dilu, a serverless deep learning system that enables GPU resourcing-on-demand through a mechanism called introspective elasticity (IE). Dilu aims to reduce GPU fragmentation and improve resource utilization by employing a fine-grained, adaptive co-scaling strategy, resulting in significant performance enhancements for deep learning tasks. Evaluations demonstrate that Dilu achieves lower GPU fragmentation and increased throughput compared to state-of-the-art systems, while ensuring qual
- Author
- bush9019
- Language
- EN