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Multi-objective communication-aware optimization for virtual machine placement in cloud datacenters
Sustainable Computing: Informatics and Systems, 2020This paper formulates a new multi-objective virtual machine placement (VMP) problem, which is a challenging task in cloud datacenters (DCs). In cloud environment, there are two stakeholders, namely, users and providers.
Sara Farzai, M. H. Shirvani, M. Rabbani
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Joint Virtual Machine Placement and Path Selection in a Virtualized Datacenter Environment
Proceedings of the 19th International Conference on Distributed Computing and Networking, 2018Today's multi-tenant shared datacenter environments guarantee compute resources over a best-effort intra-datacenter network. Bursty traffic in such a network implies higher delays and losses for tenants. This may result in unpredictable network performance, potentially hurting the tenant's overall application performance.
Shruti Gandhi, Yannis Viniotis
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Multi-Objective Virtual Machine Placement in Virtualized Data Center Environments
2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing, 2010Server consolidation using virtualization technology has become increasingly important for improving data center efficiency. It enables one physical server to host multiple independent virtual machines (VMs), and the transparent movement of workloads from one server to another.
Jing Xu 0012, José A. B. Fortes
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Many-objective virtual machine placement for dynamic environments
2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing (UCC), 2015This paper presents for the first time a formulation of the Virtual Machine Placement as a Many-Objective problem (MaVMP), considering the simultaneous optimization of the following five objective functions for dynamic environments: (1) power consumption, (2) inter-VM network traffic, (3) economical revenue, (4) number of VM migrations and (5) network ...
Diego Ihara +2 more
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Towards Profitable Virtual Machine Placement in the Data Center
2011 Fourth IEEE International Conference on Utility and Cloud Computing, 2011Motivated by the limit on the power usage effectiveness (PUE) of the data centers, the potential benefit of the consolidation, and the impetus of achieving maximum return on investment (ROI) on the cloud computing market, we investigate VM placement in the data center, formulate a multi-level generalized assignment problem (MGAP) for maximizing the ...
Weiming Shi, Bo Hong
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Joint virtual machine placement and migration scheme for datacenters
2014 IEEE Global Communications Conference, 2014Efficiently managing virtual machines (VMs) plays a key role in improving the resource usage and power consumption of datacenters. However, most of the existing techniques have been optimized for each system criterion separately (e.g., either platform layer or virtualization layer).
Thuan Duong-Ba +3 more
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Virtual Machine Placement Optimization Supporting Performance SLAs
2013 IEEE 5th International Conference on Cloud Computing Technology and Science, 2013Cloud computing model separates usage from ownership in terms of control on resource provisioning. Resources in the cloud are projected as a service and are realized using various service models like IaaS, PaaS and SaaS. In IaaS model, end users get to use a VM whose capacity they can specify but not the placement on a specific host or with which other
Ankit Anand +2 more
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Virtual Machine Placement in IaaS Cloud
2017A crucial component of providing services over virtual machines to users is how the provider places those virtual machines on physical servers. While one strategy can offer an increased performance for the virtual machine, and hence customer satisfaction, another can offer increased savings for the cloud operator. Both have their trade-offs. Also, with
Prateek Khandelwal, Gaurav Somani
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Parallel Schedule of Live Migrations for Virtual Machine Placements
2018 IEEE 4th International Conference on Collaboration and Internet Computing (CIC), 2018Cloud based services play a major role in collaborative computing on the Internet across the globe. Managing the computing and network resources to serve dynamic demands of the tenants of an infrastructure-as-a-service (IaaS) cloud is a major challenge for the cloud service provider (CSP).
Malayam Parambath Gilesh +4 more
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A meta reinforcement learning-based virtual machine placement algorithm in mobile edge computing
Cluster Computing, 2023Hao Xu, Chengfeng Jian
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