An Energy Efficient VM Allocation Approach for Data Centers
| Autor: | Deniz Turgay Altilar, Iksen Caglar |
|---|---|
| Rok vydání: | 2016 |
| Předmět: |
Computer science
business.industry Real-time computing 020206 networking & telecommunications Cloud computing 02 engineering and technology Energy consumption computer.software_genre Service-level agreement Virtual machine Server 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Resource management business computer Live migration Efficient energy use |
| Zdroj: | BigDataSecurity/HPSC/IDS |
| DOI: | 10.1109/bigdatasecurity-hpsc-ids.2016.62 |
| Popis: | Due to the rapid growth in the data storage and data processing demands, the energy consumption of data centers is becoming a key challenge. Live migration of Virtual Machine (VM) is commonly proposed to reduce energy consumption and to optimize resource usage in the literature although itcomes withessential drawbacks such as migration cost and Service Level Agreement Violation (SLAV). Anovel efficient resource management policy for virtualized data centers which optimizes the number of resources to meet requirements of dynamic workloads without migration is proposed in this paper. The proposed approach contains an experiment based prediction module. Energy-performance trade off relies on comparison of the predicted and the active number of servers periodically. The performance evaluations of the proposed approach are performed by using real-world workload traces from Planet Lab. The proposed algorithm is also compared to the other techniques proposed in the literature based on VM migration. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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