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- research-articleMay 2023
VMP-A3C: Virtual machines placement in cloud computing based on asynchronous advantage actor-critic algorithm
Journal of King Saud University - Computer and Information Sciences (JKSUCIS), Volume 35, Issue 5https://doi.org/10.1016/j.jksuci.2023.04.002AbstractVirtualization technology represented through Virtual Machines (VMs) is recognized as a key infrastructure in cloud computing. This technology is developing rapidly and cloud data centers face challenges such as Virtual Machine ...
- articleMarch 2021
Placement for Intercommunicating Virtual Machines in Autoscaling Cloud Infrastructure: Autoscaling and Intercommunication Aware Task Placement
Journal of Organizational and End User Computing (JOEUC-IGI), Volume 33, Issue 2Pages 17–35https://doi.org/10.4018/JOEUC.20210301.oa2Due to pay-as-you-go style adopted by cloud datacenters (DC), modern day applications having intercommunicating tasks depend on DC for their computing power. Due to unpredictability of rate at which data arrives for immediate processing, application ...
- research-articleNovember 2019
Fuzzy based energy efficient workload management system for flash crowd
Computer Communications (COMS), Volume 147, Issue CPages 225–234https://doi.org/10.1016/j.comcom.2019.08.020AbstractMany organizations are moving towards the cloud to meet sudden spikes due to a flash crowd. The exponential growth in requests and the offloading of the computations have increased data centers which in turn increases energy ...
- articleOctober 2018
Optimum Utilization of Resources Through Restricted Virtual Machine Migration and Efficient VM Placement in Cloud Data Center
International Journal of Distributed Systems and Technologies (IJDST-IGI), Volume 9, Issue 4Pages 1–19https://doi.org/10.4018/IJDST.2018100101In infrastructure-as-a-service IAAS cloud platforms, it is a real challenge to provide high performance gain by the optimum utilization of resources while maintaining minimum consumption of energy. The existing research works show that reduction in ...
- articleJuly 2017
SLA and Performance Efficient Heuristics for Virtual Machines Placement in Cloud Data Centers
International Journal of Grid and High Performance Computing (IJGHPC-IGI), Volume 9, Issue 3Pages 17–33Cloud computing has revolutionized the working models of IT industry and increasing the demand of cloud resources which further leads to increase in energy consumption of data centers. Virtual machines VMs are consolidated dynamically to reduce the ...
- ArticleApril 2017
A Study of Virtual Machine Placement Optimization in Data Centers
CLOSER 2017: Proceedings of the 7th International Conference on Cloud Computing and Services SciencePages 343–350https://doi.org/10.5220/0006236503430350In recent years, cloud computing has shown a valuable way for accommodating and providing services over the Internet such that data centers rely increasingly on this platform to host a large amount of applications (web hosting, e-commerce, social ...
- articleJanuary 2017
Performance Evaluation of VM Placement Using Classical Bin Packing and Genetic Algorithm for Cloud Environment
International Journal of Business Data Communications and Networking (IJBDCN-IGI), Volume 13, Issue 1Pages 45–57https://doi.org/10.4018/IJBDCN.2017010104In current era, the trend of cloud computing is increasing with every passing day due to one of its dominant service i.e. Infrastructure as a service IAAS, which virtualizes the hardware by creating multiple instances of VMs on single physical machine. ...
- articleFebruary 2016
SOC: Satisfaction-Oriented Virtual Machine Consolidation in Enterprise Data Centers
International Journal of Parallel Programming (IJPP), Volume 44, Issue 1Pages 130–150https://doi.org/10.1007/s10766-014-0333-6Server sprawl is a problem faced by data centers, which causes unnecessary waste of hardware resources, collateral costs of space, power and cooling systems, and administration. This is usually combated by virtualization based consolidation, and both ...
- articleOctober 2014
Energy Efficient VM Live Migration and Allocation at Cloud Data Centers
International Journal of Cloud Applications and Computing (IJCAC-IGI), Volume 4, Issue 4Pages 55–63https://doi.org/10.4018/ijcac.2014100105Aiming at data center virtual machines Migration, allocating resource dynamically in order to reduce energy is a significant problem in cloud. This energy doesn't cause only the decrease of cloud provider's profit but also emit a large amount of carbon ...
- ArticleJune 2014
Data Centre Optimisation Enhanced by Software Defined Networking
CLOUD '14: Proceedings of the 2014 IEEE International Conference on Cloud ComputingPages 136–143https://doi.org/10.1109/CLOUD.2014.28Contemporary Cloud Computing infrastructures are being challenged by an increasing demand for evolved cloud services characterised by heterogeneous performance requirements including real-time, data-intensive and highly dynamic workloads. The classical ...
- articleApril 2014
Towards Availability: A Dynamic Scaling Mechanism for Cloud Applications
International Journal of Adaptive, Resilient and Autonomic Systems (IJARAS-IGI), Volume 5, Issue 2Pages 23–39https://doi.org/10.4018/ijaras.2014040102With the on-demand ability of cloud computing, the performance requirement of a cloud application can be satisfied by adding a certain amount of computing resources to or removing some from the application in response to the workload fluctuation. ...
- ArticleJuly 2013
A Relationship-Based VM Placement Framework of Cloud Environment
COMPSAC '13: Proceedings of the 2013 IEEE 37th Annual Computer Software and Applications ConferencePages 124–133https://doi.org/10.1109/COMPSAC.2013.20Managing computation resources in a cost-effective way has become the core competence for a Cloud provider to win over the market because of the "pay-as-you-go" business model. Therefore, VM placement has become more and more important in the research ...
- ArticleJune 2012
Service Image Placement for Thin Client in Mobile Cloud Computing
CLOUD '12: Proceedings of the 2012 IEEE Fifth International Conference on Cloud ComputingPages 416–422https://doi.org/10.1109/CLOUD.2012.39Mobile Cloud Computing (MCC) is broadening the market for mobile devices with more and more variety and heavier services by using service images on cloud. With the limitation of battery life time, cpu and memory capacity, etc., mobile device can not ...
- ArticleDecember 2011
Towards Profitable Virtual Machine Placement in the Data Center
UCC '11: Proceedings of the 2011 Fourth IEEE International Conference on Utility and Cloud ComputingPages 138–145Motivated 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 ...
- ArticleJuly 2011
Improving Performance and Availability of Services Hosted on IaaS Clouds with Structural Constraint-Aware Virtual Machine Placement
SCC '11: Proceedings of the 2011 IEEE International Conference on Services ComputingPages 72–79https://doi.org/10.1109/SCC.2011.28The increasing popularity of modern virtualization-based datacenters continues to motivate both industry and academia to provide answers to a large variety of new and challenging questions. In this paper we aim to answer focusing on one such question: ...
- ArticleJuly 2011
On Theory of VM Placement: Anomalies in Existing Methodologies and Their Mitigation Using a Novel Vector Based Approach
CLOUD '11: Proceedings of the 2011 IEEE 4th International Conference on Cloud ComputingPages 275–282https://doi.org/10.1109/CLOUD.2011.38In this paper, we present the methodologies used in existing literature for Virtual Machine (VM) placement, load balancing and server consolidation in a data center environment. While the methodologies may seem fine on the surface, certain drawbacks and ...