Machine learning-based prefetch optimization for data center applications
Journal
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, SC '09
Date Issued
2009
Author(s)
Abstract
Performance tuning for data centers is essential and complicated. It is important since a data center comprises thousands of machines and thus a single-digit performance improvement can significantly reduce cost and power consumption. Unfortunately, it is extremely difficult as data centers are dynamic environments where applications are frequently released and servers are continually upgraded.
SDGs
Type
conference paper