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.
Lifetime-aware cloud data centers: models and performance evaluation / Chiaraviglio, Luca; Cianfrani, Antonio; Listanti, Marco; Liu, William; Polverini, Marco. - In: ENERGIES. - ISSN 1996-1073. - ELETTRONICO. - 9:6(2016), pp. 1-17. [10.3390/en9060470]
Lifetime-aware cloud data centers: models and performance evaluation
CHIARAVIGLIO, LUCA;CIANFRANI, Antonio;LISTANTI, Marco;POLVERINI, MARCO
2016
Abstract
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.File | Dimensione | Formato | |
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