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Erschienen in: International Journal of Speech Technology 1/2020

11.02.2020

Resource utilization enhancemnet through live virtual machine migration in cloud using ant colony optimization algorithm

verfasst von: Sandeep G. Sutar, Pallavi J. Mali, Amruta Y. More

Erschienen in: International Journal of Speech Technology | Ausgabe 1/2020

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Abstract

Cloud computing offers unlimited computational resources which are ready to use from anywhere, anytime on request. The achievement of maximized utilization of computational resources (physical and virtual) and minimized energy consumption of resources are goals of proposed system. The proposed system provides dynamic and energy efficient live VM (virtual machine) migration approach. This system reduces wastage of power by initiating sleep mode of idle physical machines results into energy saving. We propose a system consist with seven modules. (1) Resource monitor analyses energy consumption of resources. (2) Capacity distributor distributes maximum and minimum capacity for the physical machines. (3) Task allocator determines overloaded servers. (4) Optimizer analyses load on physical machine using ant colony optimization algorithm (5) Local Migration Agent calculates load of VMs to be migrated and select appropriate physical server. (6) Migration Orchestrator migrates the VM cosidering load. (7) Energy Manager initiates sleep mode for idle physical machine(PM)

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Metadaten
Titel
Resource utilization enhancemnet through live virtual machine migration in cloud using ant colony optimization algorithm
verfasst von
Sandeep G. Sutar
Pallavi J. Mali
Amruta Y. More
Publikationsdatum
11.02.2020
Verlag
Springer US
Erschienen in
International Journal of Speech Technology / Ausgabe 1/2020
Print ISSN: 1381-2416
Elektronische ISSN: 1572-8110
DOI
https://doi.org/10.1007/s10772-020-09682-2

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