Metric and workload effects on computer systems evaluation
While a system's performance is a function of its design and implementation, the workload researchers subject the system to and the metrics they use also can affect performance evaluation results. There are two main approaches to performance evaluation: Analysis involves simplifications in the...
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| Published in | Computer (Long Beach, Calif.) Vol. 36; no. 9; pp. 18 - 25 |
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| Main Author | |
| Format | Journal Article |
| Language | English |
| Published |
New York
IEEE
01.09.2003
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subjects | |
| Online Access | Get full text |
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| Abstract | While a system's performance is a function of its design and implementation, the workload researchers subject the system to and the metrics they use also can affect performance evaluation results. There are two main approaches to performance evaluation: Analysis involves simplifications in the interest of mathematical tractability, and simulation offers a more realistic alternative that directly uses real workload recordings. The problems the author describes appear more frequently during simulation because of its ability to directly reflect complex situations, even those the evaluator does not know about or understand. [PUBLICATION ABSTRACT] |
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| AbstractList | While a system's performance is a function of its design and implementation, the workload researchers subject the system to and the metrics they use also can affect performance evaluation results. There are two main approaches to performance evaluation: Analysis involves simplifications in the interest of mathematical tractability, and simulation offers a more realistic alternative that directly uses real workload recordings. The problems the author describes appear more frequently during simulation because of its ability to directly reflect complex situations, even those the evaluator does not know about or understand. [PUBLICATION ABSTRACT] |
| Author | Feitelson, D.G. |
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| Cites_doi | 10.1007/3-540-63574-2_14 10.1109/HPDC.1999.805303 10.1007/3-540-47954-6_1 10.1109/tpds.2005.18 10.1109/71.932708 10.1006/jpdc.1996.0064 10.1007/3-540-39997-6_12 10.1007/BFb0053979 10.1007/3-540-39997-6_3 |
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| SubjectTerms | Analytical models Arithmetic Computers Delay estimation Design for experiments Job production systems Performance analysis Performance evaluation Processor scheduling Runtime Systems analysis Systems design |
| Title | Metric and workload effects on computer systems evaluation |
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