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.
2016
data-centers (DCs); server lifetime models; energy and lifetime trade-off; failure models
01 Pubblicazione su rivista::01a Articolo in rivista
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]
File allegati a questo prodotto
File Dimensione Formato  
Chiaraviglio_Lifetime-aware_2016.pdf

accesso aperto

Note: Articolo completo
Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Creative commons
Dimensione 615.79 kB
Formato Adobe PDF
615.79 kB Adobe PDF

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/878014
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 8
  • ???jsp.display-item.citation.isi??? 6
social impact