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The Effect of Resource Allocation and System Events on VM Consolidation
2017 IEEE International Conference on Cluster Computing (CLUSTER), 2017Virtual machine (VM) consolidation is necessary for increasing the server utilization; however, it also leads to VM performance degradation. This work presents a method to predict the consolidated VMs performance from the critical system events data. Experiments are designed to demonstrate the effect of system events like interrupts, page faults, mutex
Maruf Ahmed, Albert Y. Zomaya
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Fuzzy Logic Based Energy Aware VM Consolidation
2015Global need of computing is growing day by day and as a result cloud based services are getting more prominent for its pay-as-you-go modality. However, cloud based datacenters consume considerable amount of energy which draws negative attention.
Mohammad Alaul Haque Monil +1 more
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Trust Based VM Consolidation in Cloud Data Centers
2014Virtualization in Cloud data center, handle workloads and maintain SLA providing a better QoS to the Cloud consumer will lead to the harnessing of the present Cloud Computing infrastructure. Our model is on a statistical property and based on reliability and reputation combined for a “trust” based that we design our algorithms to handle QoS and these ...
T. R. Venugopal Anandharajan +1 more
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Coordinating VMs' Memory Demand Heterogeneity and Memory DVFS for Energy-Efficient VMs Consolidation
2014 IEEE International Conference on Internet of Things(iThings), and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom), 2014We propose memory-aware VM consolidation to achieve energy-efficiency of a data center while enhancing performance of VMs. Consolidation without awareness of the memory-access demand can cause inefficient resource utilization and degrade system performance.
Ibrahim Takouna, Christoph Meinel
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Integrating VM selection criteria in distributed dynamic VM consolidation using Fuzzy Q-Learning
Proceedings of the 9th International Conference on Network and Service Management (CNSM 2013), 2013Distributed dynamic VM consolidation can be an effective strategy to improve energy efficiency in cloud environments. In general, this strategy can be decomposed into four decision-making tasks: (1) Host overloading detection, (2) VM selection, (3) Host underloading detection, and (4) VM placement.
Masoumzadeh, Seyed-Saeid +1 more
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Bio-Inspired Heuristics for VM Consolidation in Cloud Data Centers
IEEE Systems Journal, 2020In infrastructure-as-a-service environments, Cloud data centers employ virtualization technology to host various applications in virtual machines (VMs) and enable application isolation on shared physical resources. Additionally, live VM migration has been adopted to perform load balancing by moving VMs across distinct hosts.
Jing V. Wang +3 more
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VM consolidation steps in cloud computing: A perspective review
Simulation Modelling Practice and TheoryThe proliferation of cloud-based applications, data, and services has significantly transformed digital interactions, driven by the widespread use of powerful smart devices and the expansion of cloud ecosystems. These ecosystems rely on data centers composed of Physical Machines (PMs) and Virtual Machines (VMs). The increasing demand for cloud services
Seyyed Meysam Rozehkhani +2 more
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Improving Enterprise VM Consolidation with High-Dimensional Load Profiles
2014 IEEE International Conference on Cloud Engineering, 2014Modern enterprise data centers take advantage of virtual machine consolidation to allocate virtual machines to virtualized servers to increase energy efficiency. One key problem is to minimize the number of virtualized servers required while maintaining service quality.
Andreas Wolke, Carl Pfeiffer
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Alternatives to VM consolidation techniques for energy aware cloud computing
2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2017The extreme growth in deployment of cloud based services along with applications requiring high computational complexity has had an adverse effect on energy consumption in data centers. When cloud data centers add more computing capacity and increase in size, they generate more heat, require extra cooling.
Arvinder Kaur +2 more
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Joint VM-Switch Consolidation for Energy Efficiency in Data Centers
2016 IEEE Global Communications Conference (GLOBECOM), 2016Virtual machine (VM) consolidation and switch/path consolidation are two typical techniques for improving energy efficiency in data centers (DCs). Most of existing work separately optimize VM consolidation and switch consolidation which results in inferiority of the optimization performance.
Lijia Ma +3 more
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