Optimal Management of Resources in Cloud Infrastructure through Energy Aware Collaborative Model
- Title
- Optimal Management of Resources in Cloud Infrastructure through Energy Aware Collaborative Model
- Creator
- Rajagopal M.; Karuppasamy S.K.; Hemalatha S.; Sivasakthivel R.
- Description
- As the infrastructures of cloud computing provides paramount services to worldwide users, persistent applications are congregated using large scale data centres at the customer sides. For such wide platforms, virtualization technique has been incorporated for multiplexing the essential sources available. Due to the extensive application variations in the workloads, it is significant to handle the resource allocation methodologies of the virtual machines (VM) for assuring the Quality of Service (QoS) of cloud. On concentrating this, the paper proposed a Decentralized Energy-Aware Collaborative Model (DEACM) for effectively managing the data centres in cloud infrastructures. Initially, the optimal model for system management and power management are declared. Then, functions of workload vectors and data collection about workloads has been carried out for optimal selection of virtual machines to migrate for balancing loads efficiently. This can be further applied for Target-based VM Migration Algorithm for determining the migrating target for VM. Moreover, the algorithm involved in energy utilization with managed QoS. The developed DEACM is evaluated using CloudSim platform and the results are discussed. The results exemplify that the DEACM can balance the workload across variety of machines optimally and provide reduced energy consumption to the complete system efficiently. 2024 IEEE.
- Source
- Proceedings - 3rd International Conference on Advances in Computing, Communication and Applied Informatics, ACCAI 2024
- Date
- 2024-01-01
- Publisher
- Institute of Electrical and Electronics Engineers Inc.
- Subject
- Decentralized EnergyAware Collaborative Model (DEACM); Destination based VM Migration Algorithm; Resource Allocation; Virtual Machine Selection
- Coverage
- Rajagopal M., Christ (Deemed to Be University), School of Business and Management, Karnataka, Bengaluru, India; Karuppasamy S.K., Alliance University - Central Campus, Computer Science and Engineering, Alliance College of Engineering and Design, Anekal Main Road,Karnataka, Bangalore, India; Hemalatha S., Karpagam Academy of Higher Education, Department of Computer Science, Coimbatore, India; Sivasakthivel R., Christ (Deemed to Be University), School of Sciences, Department of Computer, Science, Karnataka, Bengaluru, India
- Rights
- Restricted Access
- Relation
- ISBN: 979-835038943-2
- Format
- Online
- Language
- English
- Type
- Conference paper
Collection
Citation
Rajagopal M.; Karuppasamy S.K.; Hemalatha S.; Sivasakthivel R., “Optimal Management of Resources in Cloud Infrastructure through Energy Aware Collaborative Model,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 28, 2025, https://archives.christuniversity.in/items/show/19334.