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Low Power Consumption on Cloud Data Centers Using HSA Algorithm
- Source :
- International Journal of Scientific Research in Science, Engineering and Technology. :78-84
- Publication Year :
- 2020
- Publisher :
- Technoscience Academy, 2020.
-
Abstract
- The rapid development of knowledge and communication has created a new processing style called cloud computing. One of the key issues facing cloud infrastructure providers is minimizing costs and maximizing profitability. Power management in cloud centres is very important to achieve this. Energy consumption can be reduced by releasing inactive nodes or by reducing the migration of virtual machines. The second is one of the challenges of choosing the virtual machine deployment method to migrate to the right node. This article proposes an approach to reduce electricity consumption in cloud centres. This approach adapts Harmony's search algorithm to move virtual machines. Positioning is done by sorting nodes and virtual machines according to their priorities in descending order. Priority is calculated based on the workload. The proposed procedure is envisaged. The evaluation results show less virtual machine migration, greater efficiency and lower energy consumption.
- Subjects :
- Computer science
business.industry
Real-time computing
Cloud computing
0102 computer and information sciences
02 engineering and technology
computer.software_genre
01 natural sciences
Cloud data
010201 computation theory & mathematics
Power consumption
Virtual machine
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
business
computer
Subjects
Details
- ISSN :
- 23944099 and 23951990
- Database :
- OpenAIRE
- Journal :
- International Journal of Scientific Research in Science, Engineering and Technology
- Accession number :
- edsair.doi...........d236c14ec49bb24855b73e98022d6ce6