GreenCloud: a packet-level simulator of energy-aware cloud computing data centers

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 utiliz...

Full description

Saved in:
Bibliographic Details
Published in:The Journal of supercomputing 2012-12, Vol.62 (3), p.1263-1283
Main Authors: Kliazovich, Dzmitry, Bouvry, Pascal, Khan, Samee Ullah
Format: Article
Language:English
Subjects:
Compilers
Computer Science
Interpreters
Processor Architectures
Programming Languages
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary: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.
ISSN:0920-8542
1573-0484
DOI:10.1007/s11227-010-0504-1