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The hipster approach for improving cloud system efficiency

Autor
Nishtala, R.; Carpenter, P.; Petrucci, V.; Martorell, X.
Tipus d'activitat
Article en revista
Revista
ACM transactions on computer systems
Data de publicació
2017-12-29
Volum
35
Número
3
Pàgina inicial
8:1
Pàgina final
8:28
DOI
https://doi.org/10.1145/3144168 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/113158 Obrir en finestra nova
URL
https://dl.acm.org/citation.cfm?doid=3160907.3144168 Obrir en finestra nova
Resum
In 2013, U.S. data centers accounted for 2.2% of the country’s total electricity consumption, a figure that is projected to increase rapidly over the next decade. Many important data center workloads in cloud computing are interactive, and they demand strict levels of quality-of-service (QoS) to meet user expectations, making it challenging to optimize power consumption along with increasing performance demands. This article introduces Hipster, a technique that combines heuristics and reinforc...
Citació
Nishtala, R., Carpenter, P., Petrucci, V., Martorell, X. The hipster approach for improving cloud system efficiency. "ACM transactions on computer systems", 29 Desembre 2017, vol. 35, núm. 3, p. 8:1-8:28.
Paraules clau
Cloud computing, Data center, Energy efficient computing, Interference, Latency-critical applications, Performance isolation, QoS, Resource efficiency, Scheduling, Warehouse-scale computer
Grup de recerca
CAP - Grup de Computació d'Altes Prestacions

Participants

  • Nishtala, Rajiv  (autor)
  • Carpenter, Paul Matthew  (autor)
  • Petrucci, Vinicius  (autor)
  • Martorell Bofill, Xavier  (autor)