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Activity Number:
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16
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Type:
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Topic Contributed
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Date/Time:
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Sunday, August 6, 2006 : 2:00 PM to 3:50 PM
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Sponsor:
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Section on Physical and Engineering Sciences
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| Abstract - #306054 |
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Title:
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Some Statistical Problems in Capacity Management and Planning for On-Demand Computing Services
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Author(s):
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Ta-Hsin Li*+
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Companies:
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IBM T. J. Watson Research Center
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Address:
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, Yorktown Heights, NY, 10598-0218,
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Keywords:
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risk ; time series ; quantile ; optimization
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Abstract:
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Efficient capacity management and adequate capacity planning are vital to the business of on-demand computing services. We will discuss several statistical problems in these applications, including capacity allocation and risk management using a quantile-based method and capacity demand forecasting based on historical time series with different time resolution and time span.
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