COMPUTER PERFORMANCE PREDICTION VIA ANALYTICAL MODELING - AN EXPERIMENT.

Lawrence W. Dowdy; Ashok K. Agrawala; Karen D. Gordon; Satish K. Tripathi

COMPUTER PERFORMANCE PREDICTION VIA ANALYTICAL MODELING - AN EXPERIMENT.

Lawrence W. Dowdy
, Ashok K. Agrawala
, Karen D. Gordon
, Satish K. Tripathi

Research output: Contribution to conference › Paper › peer-review

3 Scopus citations

Abstract

One of the primary goals of computer system modeling is performance prediction. A model of the current system is constructed and validated. The model is then altered to reflect a proposed change to the system. The performance predictions of the altered model are taken as indicators of actual future performance of the changed system. This study describes, documents, and analyzes a series of experiments to test the above scenario. The results point out several problems that commonly arise while constructing predictive models. Solutions to these problems demand a critical review of all aspects of predictive modeling.

Original language	English
Pages	13-18
Number of pages	6
State	Published - 1979
Event	Proc of the Conf on Simul, Meas and Model of Comput Syst - Boulder, CO, USA Duration: Aug 13 1979 → Aug 15 1979

Conference

Conference	Proc of the Conf on Simul, Meas and Model of Comput Syst
City	Boulder, CO, USA
Period	08/13/79 → 08/15/79

Cite this

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title = "COMPUTER PERFORMANCE PREDICTION VIA ANALYTICAL MODELING - AN EXPERIMENT.",

abstract = "One of the primary goals of computer system modeling is performance prediction. A model of the current system is constructed and validated. The model is then altered to reflect a proposed change to the system. The performance predictions of the altered model are taken as indicators of actual future performance of the changed system. This study describes, documents, and analyzes a series of experiments to test the above scenario. The results point out several problems that commonly arise while constructing predictive models. Solutions to these problems demand a critical review of all aspects of predictive modeling.",

author = "Dowdy, \{Lawrence W.\} and Agrawala, \{Ashok K.\} and Gordon, \{Karen D.\} and Tripathi, \{Satish K.\}",

year = "1979",

language = "English",

pages = "13--18",

note = "Proc of the Conf on Simul, Meas and Model of Comput Syst ; Conference date: 13-08-1979 Through 15-08-1979",

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TY - CONF

T1 - COMPUTER PERFORMANCE PREDICTION VIA ANALYTICAL MODELING - AN EXPERIMENT.

AU - Dowdy, Lawrence W.

AU - Agrawala, Ashok K.

AU - Gordon, Karen D.

AU - Tripathi, Satish K.

PY - 1979

Y1 - 1979

N2 - One of the primary goals of computer system modeling is performance prediction. A model of the current system is constructed and validated. The model is then altered to reflect a proposed change to the system. The performance predictions of the altered model are taken as indicators of actual future performance of the changed system. This study describes, documents, and analyzes a series of experiments to test the above scenario. The results point out several problems that commonly arise while constructing predictive models. Solutions to these problems demand a critical review of all aspects of predictive modeling.

AB - One of the primary goals of computer system modeling is performance prediction. A model of the current system is constructed and validated. The model is then altered to reflect a proposed change to the system. The performance predictions of the altered model are taken as indicators of actual future performance of the changed system. This study describes, documents, and analyzes a series of experiments to test the above scenario. The results point out several problems that commonly arise while constructing predictive models. Solutions to these problems demand a critical review of all aspects of predictive modeling.

UR - https://www.scopus.com/pages/publications/0018685497

M3 - Paper

SP - 13

EP - 18

T2 - Proc of the Conf on Simul, Meas and Model of Comput Syst

Y2 - 13 August 1979 through 15 August 1979

ER -

COMPUTER PERFORMANCE PREDICTION VIA ANALYTICAL MODELING - AN EXPERIMENT.

Abstract

Conference

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