DocumentCode :
3280911
Title :
Implementation of modified overload detection technique with VM selection strategies based on heuristics and migration control
Author :
Monil, Mohammad Alaul Haque ; Rahman, Rashedur M.
Author_Institution :
Dept. of Electr. & Comput. Eng., North South Univ., Dhaka, Bangladesh
fYear :
2015
fDate :
June 28 2015-July 1 2015
Firstpage :
223
Lastpage :
227
Abstract :
Due to the fast growing computing need catered by Cloud infrastructure, energy consumption reduction has been an active field of research. Dynamic VM consolidation is one such research area where server load is monitored and intelligent decision is taken to optimize the usage of datacenters. In our research, we have designed an overload detection method and several VM selection methods for VM migration to achieve the trade off in VM consolidation. We have redesigned and updated an existing overload detection algorithm using heuristics and implement it in our new VM selection algorithms combining migration control and heuristics that was introduced in[9,10]. We have evaluated our algorithms through simulation on large-scale experiments driven by real-world workload traces from more than a thousand Planet lab VMs. From the comparison with existing energy aware VM consolidation methods, it is found that performance of proposed method incurs least energy consumption.
Keywords :
cloud computing; energy consumption; power aware computing; virtual machines; Planet lab VM; VM selection strategies; cloud infrastructure; dynamic VM consolidation; energy aware VM consolidation methods; energy consumption; energy consumption reduction; large-scale experiments; migration control; modified overload detection technique; real-world workload traces; Detection algorithms; Energy consumption; Heuristic algorithms; Power demand; Prediction algorithms; Quality of service; Servers; Cloud; CloudSim toolkit; Datacenter; Dynamic Virtual Machine Consolidation; Planetlab VM data;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Information Science (ICIS), 2015 IEEE/ACIS 14th International Conference on
Conference_Location :
Las Vegas, NV
Type :
conf
DOI :
10.1109/ICIS.2015.7166597
Filename :
7166597
Link To Document :
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