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Building a microscope for the data center

dc.contributor.authorPereira, Nuno
dc.contributor.authorTennina, Stefano
dc.contributor.authorTovar, Eduardo
dc.date.accessioned2014-02-06T11:02:58Z
dc.date.available2014-02-06T11:02:58Z
dc.date.issued2012
dc.description.abstractManaging the physical and compute infrastructure of a large data center is an embodiment of a Cyber-Physical System (CPS). The physical parameters of the data center (such as power, temperature, pressure, humidity) are tightly coupled with computations, even more so in upcoming data centers, where the location of workloads can vary substantially due, for example, to workloads being moved in a cloud infrastructure hosted in the data center. In this paper, we describe a data collection and distribution architecture that enables gathering physical parameters of a large data center at a very high temporal and spatial resolutionof the sensor measurements. We think this is an important characteristic to enable more accurate heat-flow models of the data center andwith them, _and opportunities to optimize energy consumption. Havinga high resolution picture of the data center conditions, also enables minimizing local hotspots, perform more accurate predictive maintenance (pending failures in cooling and other infrastructure equipment can be more promptly detected) and more accurate billing. We detail this architecture and define the structure of the underlying messaging system that is used to collect and distribute the data. Finally, we show the results of a preliminary study of a typical data center radio environment.por
dc.identifier.doi10.1007/978-3-642-31869-6_54pt_PT
dc.identifier.isbn978-3-642-31868-9
dc.identifier.isbn978-3-642-31869-6
dc.identifier.issn0302-9743
dc.identifier.urihttp://hdl.handle.net/10400.22/3705
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherSpringerpor
dc.relation.ispartofseriesWireless Algorithms, Systems, and Applications - Lecture Notes in Computer Science; Vol. 7405
dc.relation.publisherversionhttp://link.springer.com/chapter/10.1007%2F978-3-642-31869-6_54por
dc.titleBuilding a microscope for the data centerpor
dc.typebook part
dspace.entity.typePublication
oaire.citation.conferencePlaceYellow Mountains, China, August 8-10, 2012por
oaire.citation.endPage630por
oaire.citation.startPage619por
oaire.citation.title7th International Conference, WASA 2012por
oaire.citation.volumeVol. 7405por
person.familyNamePereira
person.familyNameTovar
person.givenNameNuno
person.givenNameEduardo
person.identifier.ciencia-id7818-7C77-02BA
person.identifier.ciencia-id6017-8881-11E8
person.identifier.orcid0000-0001-6370-9373
person.identifier.orcid0000-0001-8979-3876
person.identifier.scopus-author-id8404645300
person.identifier.scopus-author-id7006312557
rcaap.rightsopenAccesspor
rcaap.typebookPartpor
relation.isAuthorOfPublication33fee0a6-53b7-45d5-9be3-f48b1c7064d1
relation.isAuthorOfPublication80b63d8a-2e6d-484e-af3c-55849d0cb65e
relation.isAuthorOfPublication.latestForDiscovery33fee0a6-53b7-45d5-9be3-f48b1c7064d1

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