Modified Bat Algorithm for Optimal VM's in Cloud Computing

نویسندگان

چکیده

All task scheduling applications need to ensure that resources are optimally used, performance is enhanced, and costs minimized. The purpose of this paper discuss how Fitness Calculate Values (FCVs) provide application software with a reliable solution during the initial stages load balancing. cloud computing environment subject study. It consists both physical logical components (most notably infrastructure storage) (in particular services platforms). This intricate structure interconnected users improve overall system's performance. case study one most important segments computing, i.e., Load Balancing. aims introduce new approach balance among Virtual Machines (VM's) environment. proposed method led proposal implementation an algorithm inspired by Bat Algorithm (BA). Modified (MBA) allows balancing virtual machines. works in two variants: MBA Overloaded Optimal Machine (MBA-OOVM) Balanced (MBA-BVM). generates cost-effective solutions strengths finally validated comparing it Algorithm.

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ژورنال

عنوان ژورنال: Computers, materials & continua

سال: 2022

ISSN: ['1546-2218', '1546-2226']

DOI: https://doi.org/10.32604/cmc.2022.025658