Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.22/3705
Título: Building a microscope for the data center
Autor: Pereira, Nuno
Tennina, Stefano
Tovar, Eduardo
Data: 2012
Editora: Springer
Relatório da Série N.º: Wireless Algorithms, Systems, and Applications - Lecture Notes in Computer Science; Vol. 7405
Resumo: Managing 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.
Peer review: yes
URI: http://hdl.handle.net/10400.22/3705
ISBN: 978-3-642-31868-9
978-3-642-31869-6
ISSN: 0302-9743
Versão do Editor: http://link.springer.com/chapter/10.1007%2F978-3-642-31869-6_54
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