Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/68779
Title: A heuristics-based VM allocation mechanism for cloud data centers
Authors: Wang, JV 
Ganganath, N 
Cheng, CT 
Tse, CK 
Keywords: VM allocation
Multiple correlation
CPU utilization
Heuristics
Cloud computing
Issue Date: 2017
Publisher: Institute of Electrical and Electronics Engineers
Source: 2017 IEEE International Symposium on Circuits and Systems (ISCAS’2017), Baltimore, MD, USA, 28-31 May 2017, p. 1-4 How to cite?
Abstract: Live migration, which allows virtual machines (VMs) to move across distinct physical hosts, is widely adopted for realizing energy saving and load balancing in modern Cloud data centers. However, putting VMs with high correlations on their CPU utilization patterns onto the same host is very likely to trigger overloading incidents and commit Service Level Agreements (SLA) violations, even when the host has not yet reached its critical limits. To avoid such SLA violations and to maintain a low energy consumption, this work proposes a heuristics-based VM allocation mechanism. Under the proposed mechanism, VMs showing high CPU utilization correlations to other co-located peers and hosts with extreme utilization values are both assigned with high heuristic values. VMs with high heuristic values are therefore less preferred to be co-located onto a host that has a high heuristic value. Performance of the proposed mechanism was evaluated using CloudSim with real-world workload data. Simulation results show that when comparing with other existing mechanisms, the proposed idea can further reduce both energy consumption and SLA violations.
URI: http://hdl.handle.net/10397/68779
ISBN: 978-1-4673-6853-7 (electronic)
978-1-5090-1427-9 (Print on Demand(PoD))
DOI: 10.1109/ISCAS.2017.8050470
Rights: © 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
The following publication J. V. Wang, N. Ganganath, C. T. Cheng and C. K. Tse, "A heuristics-based VM allocation mechanism for cloud data centers," 2017 IEEE International Symposium on Circuits and Systems (ISCAS), Baltimore, MD, USA, 2017, pp. 1-4 is available at http://dx.doi.org/10.1109/ISCAS.2017.8050470
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