A Bio-Inspired Algorithm for Virtual Machines Allocation in Public Clouds

The rapid spread of cloud computing during the past few years has increased the need to improve cloud services. The infrastructure-as-a-service (IaaS) model is among the highly challenging cloud computing models that has been subject to many optimization proposals. In particular, the scheduling algo...

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Vydané v:Procedia computer science Ročník 151; s. 1072 - 1077
Hlavní autori: Alhassan, Sarah, Abdulghani, Majed
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Elsevier B.V 2019
Predmet:
Bio-Inspired
Cloud Computing
Infrastructure as service
Locust in scheduling
Resource Allocation
Bio-Inspired
Cloud Computing
Resource Allocation
Infrastructure as service
Locust in scheduling
ISSN:1877-0509, 1877-0509
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Popis
Shrnutí:The rapid spread of cloud computing during the past few years has increased the need to improve cloud services. The infrastructure-as-a-service (IaaS) model is among the highly challenging cloud computing models that has been subject to many optimization proposals. In particular, the scheduling algorithms followed by IaaS resource management systems to allocate virtual machine requests to physical cloud severs play an important role in the performance of the entire cloud. This paper proposes a distributed scheduling algorithm for IaaS cloud computing services by imitating the locust behavior in nature. The simulation results show that the proposed Locust algorithm reduces the average turnaround time of requests without compromising the server utilization.
ISSN:1877-0509
1877-0509
DOI:10.1016/j.procs.2019.04.152