Multi-objective Tabu-based Differential Evolution for Teleportation of Smart Virtual Machines in Private Computing Clouds

Jerzy Balicki; Piotr Dryja

doi:10.1109/cec45853.2021.9504735

Multi-objective Tabu-based Differential Evolution for Teleportation of Smart Virtual Machines in Private Computing Clouds

Abstract

We propose a multi-objective approach for using differential evolution algorithm with tabu search algorithm as an additional mutation for live migration (teleportation) of virtual machines. This issue is crucial in private computing clouds. Teleportation of virtual machines is supposed to be planned to determine Pareto-optimal solutions for several criteria such as workload of the bottleneck host, communication capacity of the critical node, electric power of hosts, and computer costs. Some numerical results are presented for the experimental cloud based on OpenStack platform for smart city and smart education systems.

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Authors (2)

Jerzy Balicki dr hab. inż.
- Wydział Matematyki i Nauk Informacyjnych, Politechnika Warszawska
Piotr Dryja mgr inż.

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Category:: Conference activity
Type:: publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Language:: English
Publication year:: 2021
Bibliographic description:: Balicki J., Dryja P.: Multi-objective Tabu-based Differential Evolution for Teleportation of Smart Virtual Machines in Private Computing Clouds// / : , 2021,
DOI:: Digital Object Identifier (open in new tab) 10.1109/cec45853.2021.9504735
Verified by:: Gdańsk University of Technology