Lifetime-Aware Cloud Data Centers: Models and Performance Evaluation

被引:6
作者
Chiaraviglio, Luca [1 ]
Cianfrani, Antonio [1 ]
Listanti, Marco [1 ]
Liu, William [2 ]
Polverini, Marco [1 ]
机构
[1] Univ Rome Sapienza, Dept Informat Elect & Telecommun, I-00185 Rome, Italy
[2] Auckland Univ Technol, Sch Engn Comp & Math Sci, Dept Informat Technol & Software Engn, 55 Wellesley St East, Auckland 1010, New Zealand
关键词
data-centers (DCs); server lifetime models; energy and lifetime trade-off; failure models; NETWORKING;
D O I
10.3390/en9060470
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
We present a model to evaluate the server lifetime in cloud data centers (DCs). In particular, when the server power level is decreased, the failure rate tends to be reduced as a consequence of the limited number of components powered on. However, the variation between the different power states triggers a failure rate increase. We therefore consider these two effects in a server lifetime model, subject to an energy-aware management policy. We then evaluate our model in a realistic case study. Our results show that the impact on the server lifetime is far from negligible. As a consequence, we argue that a lifetime-aware approach should be pursued to decide how and when to apply a power state change to a server.
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页数:17
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