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Energy-efficient, thermal-aware modeling and simulation of data centers: The CoolEmAll approach and evaluation results

This paper describes the CoolEmAll project and its approach for modeling and simulating energy-efficient and thermal-aware data centers. The aim of the project was to address energy-thermal efficiency of data centers by combining the optimization of IT, cooling and workload management. This paper provides a complete data center model considering the workload profiles, the applications profiling, the power model and a cooling model. Different energy efficiency metrics are proposed and various resource management and scheduling policies are presented. The proposed strategies are validated through simulation at different levels of a data center.
[INFO.INFO-AR]Computer Science [cs]/Hardware Architecture [cs.AR], 670, [ INFO.INFO-NI ] Computer Science [cs]/Networking and Internet Architecture [cs.NI], Système d'exploitation, Réseaux et télécommunications, [INFO.INFO-NI]Computer Science [cs]/Networking and Internet Architecture [cs.NI], Resource management policies, Architectures Matérielles, [ INFO.INFO-ES ] Computer Science [cs]/Embedded Systems, Data centers, Scheduling, Systèmes embarqués, 620, 004, Energy efficiency, [ INFO.INFO-OS ] Computer Science [cs]/Operating Systems [cs.OS], [INFO.INFO-ES]Computer Science [cs]/Embedded Systems, Metrics, [INFO.INFO-OS]Computer Science [cs]/Operating Systems [cs.OS], [ INFO.INFO-AR ] Computer Science [cs]/Hardware Architecture [cs.AR]
[INFO.INFO-AR]Computer Science [cs]/Hardware Architecture [cs.AR], 670, [ INFO.INFO-NI ] Computer Science [cs]/Networking and Internet Architecture [cs.NI], Système d'exploitation, Réseaux et télécommunications, [INFO.INFO-NI]Computer Science [cs]/Networking and Internet Architecture [cs.NI], Resource management policies, Architectures Matérielles, [ INFO.INFO-ES ] Computer Science [cs]/Embedded Systems, Data centers, Scheduling, Systèmes embarqués, 620, 004, Energy efficiency, [ INFO.INFO-OS ] Computer Science [cs]/Operating Systems [cs.OS], [INFO.INFO-ES]Computer Science [cs]/Embedded Systems, Metrics, [INFO.INFO-OS]Computer Science [cs]/Operating Systems [cs.OS], [ INFO.INFO-AR ] Computer Science [cs]/Hardware Architecture [cs.AR]
citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).44 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Top 10% influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Top 10% impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Top 10% visibility views 15 download downloads 40 - 15views40downloads
Data source Views Downloads Open Archive Toulouse Archive Ouverte 15 40


