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  1. ACM SIGMETRICS Performance Evaluation Review (PERV)
  2. Volume 6
  3. Volume 6, Issue 4, Fall 1977
  4. A new methodology for computer system data gathering
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Volume 44
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Volume 6
Volume 6, Issue 4, Fall 1977
A data sharing tutorial
Pricing D.P. products
Transactional terminal system on micro-processor
Use of modelling in performance evaluation of computer systems
A new methodology for computer system data gathering
Volume 6, Issue 3, Summer 1977
Volume 6, Issue 2, Spring 1977
Volume 6, Issue 1, Winter 1977
Volume 5
Volume 4
Volume 3
Volume 2
Volume 1

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A new methodology for computer system data gathering

Content Provider ACM Digital Library
Author Orchard, R. A.
Abstract Many computer system monitoring, data gathering, and reduction efforts ignore unbiased sampling techniques. The approaches generally taken are expensive and can make no scientifically based statement about the accuracy of the data gathered or consequent data reduction. The approach outlined in this paper attempts to correct these inadequacies by using the theory of random sampling.Several new techniques are introduced for obtaining optimal error bounds for estimates of computer system quantities obtained from random samples. A point of view is taken (boolean variable random sampling) which makes it unnecessary to have any a priori knowledge of the population parameters of the phenomena being sampled. It is expected that the techniques introduced will significantly reduce monitoring overhead for computer systems while increasing the quality of the data gathered.
Starting Page 27
Ending Page 41
Page Count 15
File Format PDF
DOI 10.1145/1041759.1041764
Journal ACM SIGMETRICS Performance Evaluation Review (PERV)
Volume Number 6
Issue Number 4
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2014-01-10
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Computer system monitoring Boolean random sampling Data gathering
Content Type Text
Resource Type Article
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