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E-cubed: End-to-End Energy Management of Virtual Desktop Infrastructure with Guaranteed Performance
Xing Fu, Tariq Magdon-Ismail, Vikram Makhija, Rishi Bidarkar, and Anne Holler, VMware; Jing Zhang, University of Southern California
Virtual desktop infrastructure (VDI) deployments are a rapidly growing segment in the Mobile/Cloud Era. Compared to traditional enterprise desktop deployments, VDI can reduce the total cost of ownership by as much as 50%. However, the cost of powering a VDI deployment is still a significant IT expense. Typically these deployments consist of a complex system of interconnected server, storage and networking components. Thus, it is challenging to minimize energy consumption of the entire system while at the same time satisfying performance requirements. In this work, we first derive an accurate VDI performance model and then propose a hierarchical heuristic to minimize energy consumption without violating performance constraints. We also demonstrate that such an approach reduces algorithmic complexity significantly. Results from hardware experiments show that in scenarios with low consolidation ratios energy savings range from 3% to 6%, while for high consolidation ratios they range from 11% to 25%. In all cases, the measured end-to-end performance penalty is minimal.
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author = {Xing Fu and Tariq Magdon-Ismail and Vikram Makhija and Rishi Bidarkar and Anne Holler},
title = {E-cubed: {End-to-End} Energy Management of Virtual Desktop Infrastructure with Guaranteed Performance},
booktitle = {9th International Workshop on Feedback Computing (Feedback Computing 14)},
year = {2014},
address = {Philadelphia, PA},
url = {https://www.usenix.org/conference/feedbackcomputing14/workshop-program/presentation/fu},
publisher = {USENIX Association},
month = jun
}
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