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

2019 ◽  
Author(s):  
Bruno Moura ◽  
Guilherme Schneider ◽  
Adenauer Yamin ◽  
Mauricio Pilla ◽  
Renata Reiser
Keyword(s):  
Cloud Computing ◽  
Fuzzy Logic ◽  
Virtual Machines ◽  
Fuzzy Logic Approach ◽  
Logic Approach

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

2020 ◽  
Vol 27 (3) ◽  
pp. 102-117
Author(s):  
Guilherme Bayer Schneider ◽  
Bruno Moura Paz de Moura ◽  
Adenauer C Yamin ◽  
Renata Hax Sander Reiser
Keyword(s):  
Cloud Computing ◽  
Fuzzy Logic ◽  
Power Efficiency ◽  
Energy Savings ◽  
Virtual Machines ◽  
Service Level ◽  
Fuzzy Logic Approach ◽  
Logic Approach ◽  
Admissible Orders

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.

Interval-valued Fuzzy Logic approach for overloaded hosts in consolidation of virtual machines in cloud computing

2021 ◽  
Author(s):  
Bruno M.P. Moura ◽  
Guilherme B. Schneider ◽  
Adenauer C. Yamin ◽  
Helida Santos ◽  
Renata H.S. Reiser ◽  
...  
Keyword(s):  
Cloud Computing ◽  
Fuzzy Logic ◽  
Virtual Machines ◽  
Fuzzy Logic Approach ◽  
Logic Approach ◽  
Interval Valued

scholarly journals Fuzzy logic approach to modelling trust in cloud computing

2017 ◽  
Vol 2 (2) ◽  
pp. 84-89 ◽  
Author(s):  
Mary-Jane Sule ◽  
Maozhen Li ◽  
Gareth Taylor ◽  
Clement Onime
Keyword(s):  
Cloud Computing ◽  
Fuzzy Logic ◽  
Fuzzy Logic Approach ◽  
Logic Approach
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