Energy-aware control of server farms

Misikir Eyob Gebrehiwot, Samuli Aalto, Pasi Lassila

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference contributionScientificvertaisarvioitu

1 Sitaatiot (Scopus)

Abstrakti

We study the energy-performance trade-off in server farms using multi-server models with parallel queues. Idle servers may be turned off to save energy. However, turning the server back on incurs a setup cost in the form of additional delays and energy consumption. In our model, a dispatcher assigns incoming jobs to the servers depending on the applied task (job) assignment policy. Once routed to a specific server, a job can either be queued or served immediately depending on the service discipline and state of the server. We consider a family of idle time control policies that keep track of the time spent in an idle state using a timer. Upon expiration of this timer the server is switched to a sleep state, and waits until a new job is assigned to it by the dispatcher. Earlier studies for single server systems, with Poisson arrivals, showed that the optimal control policy either leaves the server idling or switches it to sleep immediately when it becomes idle. However, in a multi-server setting, our study indicates that 10-30 % saving on the system cost can be achieved by using the right combination of idle time control and task assignment policy.

AlkuperäiskieliEnglanti
Otsikko2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016 - Proceedings
KustantajaIEEE
Sivut748-753
Sivumäärä6
ISBN (elektroninen)978-953-233-088-5
DOI - pysyväislinkit
TilaJulkaistu - 25 heinäkuuta 2016
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaInternational Convention on Information and Communication Technology, Electronics and Microelectronics - Opatija, Kroatia
Kesto: 30 toukokuuta 20163 kesäkuuta 2016
Konferenssinumero: 39

Conference

ConferenceInternational Convention on Information and Communication Technology, Electronics and Microelectronics
LyhennettäMIPRO
MaaKroatia
KaupunkiOpatija
Ajanjakso30/05/201603/06/2016

Sormenjälki Sukella tutkimusaiheisiin 'Energy-aware control of server farms'. Ne muodostavat yhdessä ainutlaatuisen sormenjäljen.

  • Projektit

    • 1 Päättynyt

    Jonoteorian menetelmin kohti energiatehokasta ja suorituskykyistä palvelinkeskusta

    Aalto, S., Gebrehiwot, M., Hyytiä, E., Lassila, P. & Osti, P.

    01/09/201331/08/2017

    Projekti: Academy of Finland: Other research funding

    Lehtileikkeet

    Optimal control for energy-aware server farms

    Samuli Aalto & Pasi Lassila

    25/09/2018

    1 kohde/ Medianäkyvyys

    Lehdistö/media: Esiintyminen mediassa

    Siteeraa tätä

    Gebrehiwot, M. E., Aalto, S., & Lassila, P. (2016). Energy-aware control of server farms. teoksessa 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016 - Proceedings (Sivut 748-753). [7522240] IEEE. https://doi.org/10.1109/MIPRO.2016.7522240