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Int-FLBCC: Model for Load Balancing in Cloud Computing using Fuzzy Logic Type-2 and Admissible Orders

Authors :
Bruno Moura
Guilherme Bayer Schneider
Renata Reiser
Adenauer Yamin
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES), PqG-FAPERGS (17/2551-0001207-0), Pq-CNPq (310106/2016-8) e FAPERGS/CNPq 12/2014 - PRONEX (16/2551-0000488-9)
Source :
Revista de Informática Teórica e Aplicada; v. 27, n. 3 (2020); 102-117
Publication Year :
2020
Publisher :
Universidade Federal do Rio Grande do Sul, 2020.

Abstract

Dynamic consolidation of virtual machines (VMs) is an effective way to improve resource utilization and power efficiency in cloud computing, directly affecting Quality of Service aspects. This paper presents Int-FLBCC, a new proposal with exploring a Type-2 Fuzzy Logic approach to address the uncertainties and inaccuracies in determining resource usage, aiming at energy savings with minimal performance degradation. Validation results in a simulated cloud computing environment showed improvements in energy efficiency of 8.83% with IQR_XY and 22.43% with MAD_XY. For fulfillment of Service Level Agreements (SLA), the best values achieved were 9.06% with MAD_XY and 25% of THR_Lex1.

Details

ISSN :
21752745 and 01034308
Volume :
27
Database :
OpenAIRE
Journal :
Revista de Informática Teórica e Aplicada
Accession number :
edsair.doi.dedup.....9fe65bef7eb9e5c05cde660b8c77e5f4
Full Text :
https://doi.org/10.22456/2175-2745.98362