Bacou, Mathieu and Todeschi, Grégoire
and Tchana, Alain-Bouzaïde
and Hagimont, Daniel
and Lepers, Baptiste and Zwaenepoel, Willy
Drowsy-DC: Data center power management system.
(2019)
In: 33rd IEEE International Parallel & Distributed Processing Symposium (IPDPS), 20 May 2019 - 24 May 2019 (Rio de Janeiro, Brazil).
|
(Document in English)
PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader 1MB |
Official URL: https://doi.org/10.1109/IPDPS.2019.00091
Abstract
In a modern data center (DC), a large majority of costs arise from energy consumption. The most popular technique used to mitigate this issue is virtualization and more precisely virtual machine (VM) consolidation. Although consolidation may increase server usage by about 5-10%, it is difficult to actually witness server loads greater than 50%. By analyzing the traces from our cloud provider partner, confirmed by previous research work, we have identified that some VMs have sporadic moments of data computation followed by large periods of idleness. These VMs often hinder the consolidation system which cannot further increase the energy efficiency of the DC. In this paper we propose a novel DC power management system called Drowsy-DC, which is able to identify the aforementioned VMs which have matching patterns of idleness. These VMs can thus be colocated on the same server so that their idle periods are exploited to put the server to a low power mode (suspend to RAM) until some data computation is required. While introducing a negligible overhead, our system is able to significantly improve any VM consolidation system; evaluations showed improvements up to 81% and more when compared to OpenStack Neat.
Item Type: | Conference or Workshop Item (Paper) |
---|---|
Additional Information: | Thanks to IEEE editor. The definitive version is available at http://ieeexplore.ieee.org This papers appears in Proceeding 2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS). The original PDF of the article can be found at: https://ieeexplore.ieee.org/document/8820982 |
HAL Id: | hal-02891652 |
Audience (conference): | National conference proceedings |
Uncontrolled Keywords: | |
Institution: | French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE) Other partners > Ecole Polytechnique Fédérale de Lausanne - EPFL (SWITZERLAND) Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE) Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE) Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE) Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE) |
Laboratory name: | |
Statistics: | download |
Deposited On: | 07 Jul 2020 07:17 |
Repository Staff Only: item control page