Cost-efficient virtual machine management in data centers


Autoria(s): Sarker, Tusher Kumer
Data(s)

2016

Resumo

Virtual Machine (VM) management is an obvious need in today's data centers for various management activities and is accomplished in two phases— finding an optimal VM placement plan and implementing that placement through live VM migrations. These phases result in two research problems— VM placement problem (VMPP) and VM migration scheduling problem (VMMSP). This research proposes and develops several evolutionary algorithms and heuristic algorithms to address the VMPP and VMMSP. Experimental results show the effectiveness and scalability of the proposed algorithms. Finally, a VM management framework has been proposed and developed to automate the VM management activity in cost-efficient way.

Formato

application/pdf

Identificador

http://eprints.qut.edu.au/94743/

Publicador

Queensland University of Technology

Relação

http://eprints.qut.edu.au/94743/1/Tusher%20Kumer_Sarker_Thesis.pdf

Sarker, Tusher Kumer (2016) Cost-efficient virtual machine management in data centers. PhD thesis, Queensland University of Technology.

Palavras-Chave #Data center #Virtual Machine, #Physical Machine #Live Migration #Migration Time #Downtime #Scheduling #Optimization #Evolutionary Algorithm #Genetic Algorithm
Tipo

Thesis