Results 21 to 30 of about 1,311 (267)

Bulk-bin-packing based migration management of reserved virtual machine requests for green cloud computing [PDF]

open access: yesEAI Endorsed Transactions on Energy Web, 2019
The dynamic consolidation of Virtual Machines (VMs) into a minimum number of Physical Machines (PMs) is a key energy-efficient practice in a cloud data centre, to reduce the running PMs and save electricity costs.
Saikishor Jangiti   +2 more
doaj   +1 more source

Embedding individualized machine learning prediction models for energy efficient VM consolidation within Cloud data centers

open access: yes, 2022
The fast growth in demand for utility-based IT services has lead to the formation of large scale Cloud data centers. The electrical energy consumption of these data centers results in high operational costs and carbon dioxide emissions.
Walker, Cameron   +4 more
core   +1 more source

A Workload-Aware VM Consolidation Method Based on Coalitional Game for Energy-Saving in Cloud

open access: yesIEEE Access, 2019
Virtual Machine (VM) consolidation technique plays an important role in energy management and load-balancing of cloud computing systems. Dynamic VM consolidation is a promising consolidation approach in this direction, which aims at using least active ...
Xuan Xiao   +5 more
doaj   +1 more source

A Dynamic Virtual Machine Resource Consolidation Strategy Based on a Gray Model and Improved Discrete Particle Swarm Optimization

open access: yesIEEE Access, 2020
With the continuous expansion of the scale of cloud datacenters, high energy consumption has become a problem. Virtual machine (VM) consolidation is an effective method of energy management, but overly aggressive consolidation has caused issues such as ...
Yifan Shao   +5 more
doaj   +1 more source

MAGNETIC: Multi-Agent Machine Learning-Based Approach for Energy Efficient Dynamic Consolidation in Data Centers [PDF]

open access: yes, 2021
Improving the energy efficiency of data centers while guaranteeing Quality of Service (QoS), together with detecting performance variability of servers caused by either hardware or software failures, are two of the major challenges for efficient resource
Atienza Alonso, David   +4 more
core   +2 more sources

Enhancing Energy-Efficient and QoS Dynamic Virtual Machine Consolidation Method in Cloud Environment

open access: yesIEEE Access, 2018
Virtual machine (VM) consolidation techniques are a means to improve energy efficiency and the utilization of cloud data center resources. However, aggressive VM consolidation approaches lead to physical host over-utilization and generate massive ...
Yaqiu Liu   +3 more
doaj   +1 more source

Host utilization prediction using hybrid kernel based support vector regression in cloud data centers

open access: yesJournal of King Saud University: Computer and Information Sciences, 2022
The rapid growth in the cloud data center needs a dynamic resource provision to maintain the Quality of Services parameters. To guarantee it, Virtual Machine Migration as part of VM Consolidation has a significant role.
Priyanka Nehra, A. Nagaraju
doaj   +1 more source

Autonomous DRL-based energy efficient VM consolidation for cloud data centers

open access: yes, 2022
The exponential data growth and demands for high computing resources lead to excessive resource use in cloud data centers, which cause an increase in energy consumption and high carbon emissions in the environment.
Abbas, Khizar   +4 more
core   +1 more source

Dynamic Virtual Machine Consolidation Algorithm Based on Balancing Energy Consumption and Quality of Service

open access: yesIEEE Access, 2022
Virtual machine consolidation (VMC) is an effective way to solve the problems of high power consumption and low utilization in cloud data centers. However, large-scale virtual machine migrations (VMMs) can result in additional workloads, service-level ...
Wei Li   +5 more
doaj   +1 more source

SLA-Aware and Energy-Efficient Virtual Machine Placement and Consolidation in Heterogeneous DVFS Enabled Cloud Datacenter

open access: yesIEEE Access, 2022
Increasing demand for computational resource as services over the internet has led to the expansion of datacenter infrastructures. Thus, datacenter authorities are striving to adopt optimal power usage schemes to minimize costs, emissions and Service ...
Badieh Nikzad   +2 more
doaj   +1 more source

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