Workload modeling for computer systems performance evaluation:
"Reliable performance evaluations require the use of representative workloads. This is no easy task since modern computer systems and their workloads are complex, with many interrelated attributes and complicated structures. Experts often use sophisticated mathematics to analyze and describe wo...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Cambridge University Press
[2015]
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Zusammenfassung: | "Reliable performance evaluations require the use of representative workloads. This is no easy task since modern computer systems and their workloads are complex, with many interrelated attributes and complicated structures. Experts often use sophisticated mathematics to analyze and describe workload models, making these models difficult for practitioners to grasp. This book aims to close this gap by emphasizing the intuition and the reasoning behind the definitions and derivations related to the workload models. It provides numerous examples from real production systems, with hundreds of graphs. Using this book, readers will be able to analyze collected workload data and clean it if necessary, derive statistical models that include skewed marginal distributions and correlations, and consider the need for generative models and feedback from the system. The descriptive statistics techniques covered are also useful for other domains".. |
| Beschreibung: | xv, 551 Seiten Illustrationen, Diagramme (teilweise farbig) |
| ISBN: | 9781107078239 |
Internformat
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| 650 | 4 | |a Electronic digital computers |x Evaluation | |
| 650 | 4 | |a Electronic digital computers |x Workload |x Mathematical models | |
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Datensatz im Suchindex
| _version_ | 1804153026692251648 |
|---|---|
| adam_text | WORKLOAD MODELING FOR COMPUTER SYSTEMS PERFORMANCE EVALUATION
/ FEITELSON, DROR G.
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
1. INTRODUCTION; 2. WORKLOAD DATA; 3. STATISTICAL DISTRIBUTIONS; 4.
FITTING DISTRIBUTIONS TO DATA; 5. HEAVY TAILS; 6. CORRELATIONS IN
WORKLOADS; 7. SELF-SIMILARITY AND LONG-RANGE DEPENDENCE; 8. HIERARCHICAL
GENERATIVE MODELS; 9. CASE STUDIES; 10. SUMMARY AND OUTLOOK
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Feitelson, Dror G. 1960- |
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| bvnumber | BV042382831 |
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| callnumber-subject | QA - Mathematics |
| classification_rvk | ST 260 |
| ctrlnum | (OCoLC)915692548 (DE-599)BVBBV042382831 |
| dewey-full | 004 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science |
| dewey-raw | 004 |
| dewey-search | 004 |
| dewey-sort | 14 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Book |
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| id | DE-604.BV042382831 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T01:20:04Z |
| institution | BVB |
| isbn | 9781107078239 |
| language | English |
| lccn | 014023640 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027818879 |
| oclc_num | 915692548 |
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| owner | DE-703 DE-11 |
| owner_facet | DE-703 DE-11 |
| physical | xv, 551 Seiten Illustrationen, Diagramme (teilweise farbig) |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Cambridge University Press |
| record_format | marc |
| spelling | Feitelson, Dror G. 1960- Verfasser (DE-588)1089385579 aut Workload modeling for computer systems performance evaluation Dror G. Feitelson, the Hebrew University of Jerusalem New York, NY Cambridge University Press [2015] © 2015 xv, 551 Seiten Illustrationen, Diagramme (teilweise farbig) txt rdacontent n rdamedia nc rdacarrier "Reliable performance evaluations require the use of representative workloads. This is no easy task since modern computer systems and their workloads are complex, with many interrelated attributes and complicated structures. Experts often use sophisticated mathematics to analyze and describe workload models, making these models difficult for practitioners to grasp. This book aims to close this gap by emphasizing the intuition and the reasoning behind the definitions and derivations related to the workload models. It provides numerous examples from real production systems, with hundreds of graphs. Using this book, readers will be able to analyze collected workload data and clean it if necessary, derive statistical models that include skewed marginal distributions and correlations, and consider the need for generative models and feedback from the system. The descriptive statistics techniques covered are also useful for other domains".. COMPUTERS / General bisacsh Mathematisches Modell Electronic digital computers Evaluation Electronic digital computers Workload Mathematical models COMPUTERS / General Leistungsbewertung (DE-588)4167271-9 gnd rswk-swf Lastprofil (DE-588)4333878-1 gnd rswk-swf Lastprofil (DE-588)4333878-1 s Leistungsbewertung (DE-588)4167271-9 s DE-604 LoC Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027818879&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Feitelson, Dror G. 1960- Workload modeling for computer systems performance evaluation COMPUTERS / General bisacsh Mathematisches Modell Electronic digital computers Evaluation Electronic digital computers Workload Mathematical models COMPUTERS / General Leistungsbewertung (DE-588)4167271-9 gnd Lastprofil (DE-588)4333878-1 gnd |
| subject_GND | (DE-588)4167271-9 (DE-588)4333878-1 |
| title | Workload modeling for computer systems performance evaluation |
| title_auth | Workload modeling for computer systems performance evaluation |
| title_exact_search | Workload modeling for computer systems performance evaluation |
| title_full | Workload modeling for computer systems performance evaluation Dror G. Feitelson, the Hebrew University of Jerusalem |
| title_fullStr | Workload modeling for computer systems performance evaluation Dror G. Feitelson, the Hebrew University of Jerusalem |
| title_full_unstemmed | Workload modeling for computer systems performance evaluation Dror G. Feitelson, the Hebrew University of Jerusalem |
| title_short | Workload modeling for computer systems performance evaluation |
| title_sort | workload modeling for computer systems performance evaluation |
| topic | COMPUTERS / General bisacsh Mathematisches Modell Electronic digital computers Evaluation Electronic digital computers Workload Mathematical models COMPUTERS / General Leistungsbewertung (DE-588)4167271-9 gnd Lastprofil (DE-588)4333878-1 gnd |
| topic_facet | COMPUTERS / General Mathematisches Modell Electronic digital computers Evaluation Electronic digital computers Workload Mathematical models Leistungsbewertung Lastprofil |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027818879&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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