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GreenCloud: A Packetlevel Simulator of Energy-aware Cloud Computing Data Centers
| Venue: | in Proc. of the 53rd IEEE Global Communications Conference (Globecom |
| Citations: | 80 - 23 self |
BibTeX
@INPROCEEDINGS{Kliazovich_greencloud:a,
author = {Dzmitry Kliazovich and Pascal Bouvry and Yury Audzevich and Samee Ullah Khan},
title = {GreenCloud: A Packetlevel Simulator of Energy-aware Cloud Computing Data Centers},
booktitle = {in Proc. of the 53rd IEEE Global Communications Conference (Globecom},
year = {}
}
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Abstract
Abstract—Cloud computing data centers are becoming increasingly popular for the provisioning of computing resources. The cost and operating expenses of data centers have skyrocketed with the increase in computing capacity. Several governmental, industrial, and academic surveys indicate that the energy utilized by computing and communication units within a data center contributes to a considerable slice of the data center operational costs. In this paper, we present a simulation environment for energy-aware cloud computing data centers. Along with the workload distribution, the simulator is designed to capture details of the energy consumed by data center components (servers, switches, and links) as well as packet-level communication patterns in realistic setups. The simulation results obtained for two-tier, three-tier, and three-tier high-speed data center architectures demonstrate the effectiveness of the simulator in utilizing power management schema, such as voltage scaling, frequency scaling, and dynamic shutdown that are applied to the computing and networking components 1. Keywords-energy efficiency, next geneartion networks, cloud computing simulations, data centers I.
Keyphrases
data center energy-aware cloud computing data center packetlevel simulator simulation environment realistic setup energy-aware cloud three-tier high-speed data center packet-level communication pattern academic survey keywords-energy efficiency networking component power management schema data center component data center operational cost next geneartion network considerable slice dynamic shutdown frequency scaling abstract cloud workload distribution voltage scaling simulation result operating expense communication unit
