Measuring computer performance: a practitioner's guide
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge [u.a.]
Cambridge Univ. Press
2000
|
| Schlagworte: | |
| Online-Zugang: | Sample text Table of contents Publisher description Inhaltsverzeichnis |
| Beschreibung: | Hier auch später erschienene, unveränderte Nachdrucke |
| Beschreibung: | XV, 261 S. graph. Darst. |
| ISBN: | 0521641055 9780521641050 0521646707 9780521646703 |
Internformat
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| 245 | 1 | 0 | |a Measuring computer performance |b a practitioner's guide |c David J. Lilja |
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Datensatz im Suchindex
| _version_ | 1804128206854291457 |
|---|---|
| adam_text | Contents
Preface
xi
Acknowledgements
xv
Introduction
ι
1.1
Measuring performance
1
1.2
Common goals of performance analysis
2
1.3
Solution techniques
4
1.4
Summary
7
1.5
Exercises
7
Metrics of performance
9
2.1
What is a performance metric?
9
2.2
Characteristics of a good performance metric
10
2.3
Processor and system performance metrics
12
2.4
Other types of performance metrics
19
2.5
Speedup and relative change
19
2.6
Means versus ends metrics
21
2.7
Summary
23
2.8
For further reading
23
2.9
Exercises
24
Average performance and variability
25
3.1
Why mean values?
25
3.2
Indices of central tendency
26
3.3
Other types of means
29
3.4
Quantifying variability
35
3.5
Summary
39
3.6
For further reading
40
3.7
Exercises
41
Errors in experimental measurements
43
4.1
Accuracy, precision, and resolution
43
4.2
Sources of errors
45
4.3
A model of errors
46
4.4
Quantifying errors
47
4.5
Summary
57
4.6
For further reading
57
4.7
Exercises
58
Comparing alternatives 6i
5.1
Comparing two alternatives
62
5.2
Comparing more than two alternatives
71
5.3
Summary
80
5.4
For further reading
80
5.5
Exercises
81
Measurement tools and techniques
82
6.1
Events and measurement strategies
82
6.2
Interval timers
86
6.3
Program profiling
92
6.4
Event tracing
97
6.5
Indirect and ad hoc measurements
104
6.6
Perturbations due to measuring
105
6.7
Summary
107
6.8
For further reading
108
6.9
Exercises
109
Benchmark
programs
111
7.1
Types of benchmark programs
112
7.2
Benchmark strategies
117
7.3
Example benchmark programs
125
7.4
Summary
132
7.5
For further reading
135
7.6
Exercises
137
8
Linear-regression models
139
8.1
Least-squares minimization
139
8.2
Confidence intervals for regression parameters
142
8.3
Correlation
145
8.4
Multiple linear regression
148
8.5
Verifying linearity
150
8.6
Nonlinear models
151
8.7
Summary
155
8.8
For further reading
155
8.9
Exercises
156
The design of experiments
157
9.1
Types of experiments
158
9.2
Terminology
158
9.3
Two-factor experiments
159
9.4
Generalized m-factor experiments
168
9.5
п2т
experiments
172
9.6
Summary
177
9.7
For further reading
177
9.8
Exercises
. 178
10
Simulation and random-number generation i8i
10.1
Simulation-efficiency considerations
182
10.2
Types of simulations
183
10.3
Random-number generation
190
10.4
Verification and
validation
of
simulations
203
10.5
Summary
212
10.6
For further reading
213
10.7
Exercises
214
11
Queueing analysis
217
11.1
Queueing-network models
218
11.2
Basic assumptions and notation
220
11.3
Operational analysis
221
11.4
Stochastic analysis
225
11.5
Summary
235
11.6
For further reading
237
11.7
Exercises
237
Appendix A Glossary
239
Appendix
В
Some useful probability distributions
242
Appendix
С
Selected statistical tables
249
Index
258
|
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| spelling | Lilja, David J. 1959- Verfasser (DE-588)1062659023 aut Measuring computer performance a practitioner's guide David J. Lilja Cambridge [u.a.] Cambridge Univ. Press 2000 XV, 261 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Hier auch später erschienene, unveränderte Nachdrucke Computer - Leistungsbewertung Electronic digital computers -- Evaluation -- Congresses Leistungsbewertung (DE-588)4167271-9 gnd rswk-swf Datenverarbeitungssystem (DE-588)4125229-9 gnd rswk-swf (DE-588)1071861417 Konferenzschrift gnd-content Datenverarbeitungssystem (DE-588)4125229-9 s Leistungsbewertung (DE-588)4167271-9 s DE-604 http://www.loc.gov/catdir/samples/cam032/99057225.html Sample text http://www.loc.gov/catdir/toc/cam024/99057225.html Table of contents http://www.loc.gov/catdir/description/cam0210/99057225.html Publisher description Digitalisierung UB Passau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009157381&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Lilja, David J. 1959- Measuring computer performance a practitioner's guide Computer - Leistungsbewertung Electronic digital computers -- Evaluation -- Congresses Leistungsbewertung (DE-588)4167271-9 gnd Datenverarbeitungssystem (DE-588)4125229-9 gnd |
| subject_GND | (DE-588)4167271-9 (DE-588)4125229-9 (DE-588)1071861417 |
| title | Measuring computer performance a practitioner's guide |
| title_auth | Measuring computer performance a practitioner's guide |
| title_exact_search | Measuring computer performance a practitioner's guide |
| title_full | Measuring computer performance a practitioner's guide David J. Lilja |
| title_fullStr | Measuring computer performance a practitioner's guide David J. Lilja |
| title_full_unstemmed | Measuring computer performance a practitioner's guide David J. Lilja |
| title_short | Measuring computer performance |
| title_sort | measuring computer performance a practitioner s guide |
| title_sub | a practitioner's guide |
| topic | Computer - Leistungsbewertung Electronic digital computers -- Evaluation -- Congresses Leistungsbewertung (DE-588)4167271-9 gnd Datenverarbeitungssystem (DE-588)4125229-9 gnd |
| topic_facet | Computer - Leistungsbewertung Electronic digital computers -- Evaluation -- Congresses Leistungsbewertung Datenverarbeitungssystem Konferenzschrift |
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