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Restating the Case for Weighted-IPC Metrics to Evaluate Multiprogram Workload Performance

Stijn Eyerman - Nama Orang; Lieven Eeckhout - Nama Orang;

Weighted speedup is nowadays the most commonly used multiprogram workload performance metric. Weighted speedup is a weighted-IPC metric, i.e., the multiprogram IPC of each program is first weighted with its isolated IPC. Recently, Michaud questions the validity of weighted-IPC metrics by arguing that they are inconsistent and that weighted speedup favors unfairness [4]. Instead, he advocates using the arithmetic or harmonic mean of the raw IPC values of the programs in the
multiprogram workload.We show that weighted-IPC metrics are not inconsistent, and that weighted speedup is fair in giving equal importance to each program. We argue that, in contrast toraw-IPC metrics, weighted-IPC metrics have a system-level meaning, and that raw-IPC metrics are affected by the inherent behavior of the programs. We also show that the choice of a metric may adversely affect the conclusions from an experiment. We suggest to use two weighted-IPC metrics—system throughput (STP) and average normalized turnaround time (ANTT)—for evaluating multiprogram workload performance, and to avoid raw-IPC metrics.


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Judul Seri
COMPUTER ARCHITECTURE LETTERS, VOL. 13, NO. 2, JULY-DECEMBER 2014 93
No. Panggil
-
Penerbit
Sweden : IEEE Computer Architecture Letters., 2014
Deskripsi Fisik
IEEE COMPUTER ARCHITECTURE LETTERS, VOL. 13, NO. 2, JULY-DECEMBER 2014 93
Bahasa
English
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Tipe Media
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Tipe Pembawa
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Edisi
(2014), VOL. 13, NO. 2.
Subjek
ARSITEKTUR KOMPUTER
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deliza
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  • FULLTEXT: Restating the Case for Weighted-IPC Metrics to Evaluate Multiprogram Workload Performance
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