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  1. Proceedings of 5th Asia-Pacific Workshop on Systems (APSys '14)
  2. Grok the data center
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Grok the data center
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Grok the data center

Content Provider ACM Digital Library
Author Yin, Qin Chothia, Zaheer Roscoe, Timothy
Abstract In this paper, we claim that a vital part of managing a large enterprise data center is creating a model which encompasses all layers of the hardware and software stack, from network links up to application placement and configurations, and moreover that this model must be maintained in real time based on monitoring and trace data. Such a claim is not necessarily contentious, but we further argue that existing approaches to managing such facilities suffer from a lack of abstraction of the problem that limits their applicability: enterprise data centers are sufficiently diverse that it is hard to identify a reusable component that can express the complex range of queries that must be served in real time. The problem is less that of working out what data to gather, and how to process it, than it is one of building a flexible, reusable infrastructure above which to perform such processing. We therefore characterize the problem, and the systems challenges entailed by such a "RDBMS for system management". Finally, we report on our early exploration of the problem space, showing that even a limited version of such an engine can deliver useful value to a real, large-scale, production data center.
Starting Page 1
Ending Page 7
Page Count 7
File Format PDF
ISBN 9781450330244
DOI 10.1145/2637166.2637234
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2014-06-25
Publisher Place New York
Access Restriction Subscribed
Content Type Text
Resource Type Article
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