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An Intelligent and Adaptive Threshold-Based Schema for Energy and Performance Efficient Dynamic VM Consolidation

2013
Dynamic VM consolidation as a dynamic control procedure is an effective way to improve energy efficiency in cloud data center. In general, the problem of dynamic VM consolidation can be split into four sub-problems (1) host overloading detection; (2) host under-loading detection; (3) VM selection and (4) VM placement.
Masoumzadeh, Seyed-Saeid   +1 more
openaire   +2 more sources

Adaptive selection of dynamic VM consolidation algorithm using neural network for cloud resource management

Future Generation Computer Systems, 2018
Abstract Cloud resource management becomes more important with the increasing usage of cloud resources. With various cloud options available, cloud provider may have different priority in managing the resource through resource scheduling and provisioning.
Joseph Nathanael Witanto   +2 more
openaire   +1 more source

EBWO‐GE: An innovative approach to dynamic VM consolidation for cloud data centers

Concurrency and Computation: Practice and Experience
SummaryCloud data centers (CDCs) have revolutionized global computing by offering extensive storage and processing capabilities. Nevertheless, the environmental impact of these processes, including their substantial energy consumption and carbon emissions, calls for implementing more efficient techniques. Efficient virtual machine (VM) consolidation is
Sahul Goyal, Lalit Kumar Awasthi
openaire   +1 more source

Improvement of Energy Efficiency at Cloud Data Center Based on Fuzzy Markov Normal Algorithm VM Selection in Dynamic VM Consolidation

International Review on Computers and Software (IRECOS), 2016
The problem of the energy consumption in cloud data center has become an important study in recent years. Dynamic VM consolidation has been known as a solution able to reduce energy consumption in cloud data center. However, there are many problems in Dynamic VM consolidation, in particular the VM selection.
Guruh Fajar Shidik   +2 more
openaire   +1 more source

RETRACTED CHAPTER: An Energy-Aware Dynamic Resource Management Technique Using Deep Q-Learning Algorithm and Joint VM and Container Consolidation Approach for Green Computing in Cloud Data Centers

2021
These days by a high increase in the amount of computation and big data gathering and analysis, everybody needs more resources. Buying more computational and storage resources are so expensive. However, cloud computing solved this problem by providing a “pay as you go” plans therefor, users will only pay for resources that they used.
Niloofar Gholipour   +2 more
openaire   +1 more source

A Novel Coalitional Game-Theoretic Approach for Energy-Aware Dynamic VM Consolidation in Heterogeneous Cloud Datacenters

2019
Server consolidation technique plays an important role in energy management and load-balancing of cloud computing systems. Dynamic virtual machine (VM) consolidation is a promising consolidation approach in this direction, which aims at using least active physical machines (PMs) through appropriately migrating VMs to reduce resource consumption.
Xuan Xiao   +7 more
openaire   +1 more source

Towards energy and QoS aware dynamic VM consolidation in a multi-resource cloud

Future Generation Computer Systems, 2023
Sounak Banerjee 0001   +2 more
openaire   +1 more source

RETRACTED: An efficient dynamic migration and consolidation method of VMs based on improved K-nearest neighbor algorithm and attribute weighting

Journal of Intelligent & Fuzzy Systems
This article has been retracted. A retraction notice can be found at https://doi.org/10.3233/JIFS-219433.
Wang, Yu-Lin, Wang, Jin-Heng
openaire   +1 more source

Energy and Performance-Efficient Dynamic Consolidate VMs Using Deep-Q Neural Network

IEEE Transactions on Industrial Informatics, 2023
Zhao Tong 0001   +4 more
openaire   +1 more source

K-mMA VM selection in dynamic VM consolidation for improving energy efficiency at cloud data centre

International Journal of Communication Networks and Distributed Systems, 2018
Guruh Fajar Shidik   +2 more
openaire   +1 more source

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