Online Capacity Provisioning for Energy-Efficient Datacenters
English | 2022 | ISBN: 3031115481 | 130 Pages | PDF EPUB (True) | 6 MB
This book addresses the urgent issue of massive and inefficient energy consumption by data centers, which have become the largest co-located computing systems in the world and process trillions of megabytes of data every second. Dynamic provisioning algorithms have the potential to be the most viable and convenient of approaches to reducing data center energy consumption by turning off unnecessary servers, but they incur additional costs from being unable to properly predict future workload demands that have only recently been mitigated by advances in machine-learned predictions.