Type-2 Fuzzy Logic Approach for Overloaded Hosts in Consolidation of Virtual Machines in Cloud Computing

DOI

10.2991/eusflat-19.2019.93How to use a DOI?

Keywords

Type-2 Fuzzy Logic Cloud Computing Green Computing

Abstract

Dynamic consolidation of virtual machines (VMs) is an effective way to improve resource utilization and power efficiency in cloud computing. Determining when it is best to relocate VMs from an overloaded host is one aspect of dynamic VM consolidation that directly influences the resource utilization and Quality of Service (QoS) offered by the system. This paper presents a new proposal with a Type-2 Fuzzy Logic approach to address the uncertainties and inaccuracies in determining resource usage, aiming at energy savings with minimal performance degradation. Results in a simulated cloud Computing environment show improvements in energy efficiency of 15.64% in the Median Absolute Deviation (MAD), 15.43% in the Inter Quartile Range (IQR), and 9.19% in the Local Regression (LR).

Copyright

© 2019, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Bruno Moura
AU  - Guilherme Schneider
AU  - Adenauer Yamin
AU  - Mauricio Pilla
AU  - Renata Reiser
PY  - 2019/08
DA  - 2019/08
TI  - Type-2 Fuzzy Logic Approach for Overloaded Hosts in Consolidation of Virtual Machines in Cloud Computing
BT  - Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2019)
PB  - Atlantis Press
SP  - 668
EP  - 675
SN  - 2589-6644
UR  - https://doi.org/10.2991/eusflat-19.2019.93
DO  - 10.2991/eusflat-19.2019.93
ID  - Moura2019/08
ER  -