Hybrid optimization algorithm for task scheduling and virtual machine allocation in cloud computing

2020 ◽  
Author(s):  
G. Sreenivasulu ◽  
Ilango Paramasivam
Keyword(s):  
Cloud Computing ◽  
Virtual Machine ◽  
Task Scheduling ◽  
Optimization Algorithm ◽  
Hybrid Optimization ◽  
Hybrid Optimization Algorithm ◽  
Machine Allocation ◽  
Virtual Machine Allocation

Workload-driven coordination between virtual machine allocation and task scheduling

2019 ◽  
Vol 32 (10) ◽  
pp. 5535-5551
Author(s):  
Zheng Xiao ◽  
Bangyong Wang ◽  
Xing Li ◽  
Jiayi Du
Keyword(s):  
Virtual Machine ◽  
Task Scheduling ◽  
Machine Allocation ◽  
Virtual Machine Allocation ◽  
And Task

scholarly journals A dynamic programming approach to manage virtual machines allocation in cloud computing

2018 ◽  
Vol 7 (4.6) ◽  
pp. 128
Author(s):  
Abdellah Ouammou ◽  
Mohamed Hanini ◽  
Abdelghani Ben Tahar ◽  
Said El Kafhali
Keyword(s):  
Cloud Computing ◽  
Dynamic Programming ◽  
Resource Management ◽  
Virtual Machine ◽  
Virtual Machines ◽  
Stochastic Modelling ◽  
Programming Approach ◽  
Conflicting Objectives ◽  
Machine Allocation ◽  
Virtual Machine Allocation

As a result of the dynamic nature of Virtual Machine allocation in cloud computing, it is not easy to manage system resources or choose the best configuration based solely on human experience.  In this work, we used stochastic modelling instead of comprehensive experiments to evaluate the best resource management of the system. In such complex systems, choosing the best decision is a challenge, for this reason we have designed a heuristic algorithm, specifically, dynamic programming as a resource management and programming tool that finds a way that attempts to satisfy the conflicting objectives of high performance and low power consumption. As a scenario for using this algorithm, we addressed the problem of virtual machine allocation, a subset of physical machines is designated as "reserve", and the reserves are actives when the number of jobs in the system is sufficiently high. The question is how to decide when to activate the reserves. The simulation results demonstrated the benefit of using our framework to identify the policy for consolidation or for a low energy consumption and in order to have a good quality of service in the system

scholarly journals Security Strategy for Virtual Machine Allocation in Cloud Computing

2019 ◽  
Vol 147 ◽  
pp. 140-144 ◽  
Author(s):  
Hefei Jia ◽  
Xu Liu ◽  
Xiaoqiang Di ◽  
Hui Qi ◽  
Ligang Cong ◽  
...  
Keyword(s):  
Cloud Computing ◽  
Virtual Machine ◽  
Security Strategy ◽  
Machine Allocation ◽  
Virtual Machine Allocation
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