cloud computing simulator; energy efficiency; data center
Abstract :
[en] 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.
Disciplines :
Computer science
Identifiers :
UNILU:UL-ARTICLE-2012-277
Author, co-author :
KLIAZOVICH, Dzmitry ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
BOUVRY, Pascal ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
U. Khan, Samee; North Dakota State University
External co-authors :
yes
Language :
English
Title :
GreenCloud: a packet-level simulator of energy-aware cloud computing data centers