Performance Modeling

Performance Modeling is a systematic analytical framework within systems modeling that distinguishes itself by quantitatively characterizing the computational efficiency, resource utilization, and response behavior of distributed and heterogeneous computing environments under varying workloads and configurations.

7.4K

Publications

389.3K

Citations

15K

Authors

2.3K

Institutions

Publications per year

2017–2026

995

Parents

Cloud Performance OptimizationCluster ComputingHeterogeneous ComputingPerformance AnalysisSystems Modeling

Children

Amdahl’s LawAnalytical Performance ModelingBurstiness ModelingCloud Resource Performance ModelingCluster Performance ModelingCommunication Performance ModelingContention ModelingCost-performance ModelingEmpirical Performance ModelingHeterogeneous System Performance Modeling

Publications

7.4K

Petri nets: Properties, analysis and applications

T. Murata · Proceedings of the IEEE · 1989 · 10.5K citations

Engineering, Computer Engineering, Computer Science +15

The SPLASH-2 programs

Steven Cameron Woo, Moriyoshi Ohara, Evan Torrie et al. · 1995 · 3.6K citations · Full text

Engineering, Computer Engineering, Computer Science +17

Chi-Keung Luk, Robert Cohn, Robert Muth et al. · ACM SIGPLAN Notices · 2005 · 3.2K citations

Engineering, Computer Science, Computer Architecture +14

Roofline

Samuel Williams, Andrew Waterman, David A. Patterson · Communications of the ACM · 2009 · 2.4K citations · Full text

Computing, Computer Engineering, Computer Science +10

Chi-Keung Luk, Robert Cohn, Robert Muth et al. · 2005 · 2.3K citations

Engineering, Computer Science, Computer Architecture +14

1–5 of 7.4K

Authors

15K

LE
Lieven Eeckhout
Ghent University, Belgium
72 publications · 5.6K citations
40
h-index
LK
Lizy K. John
The University of Texas at Austin, United States
42 publications · 2.5K citations
25
h-index
SK
Samuel Kounev
University of Würzburg, Germany
51 publications · 1.8K citations
25
h-index
MW
Murray Woodside
Carleton University, Canada
32 publications · 2.2K citations
24
h-index
MS
Martin Schulz
Lawrence Livermore National Laboratory, United States
30 publications · 2.3K citations
23
h-index

1–5 of 15K

Institutions

2.3K

1–8 of 2.3K

Venues

IEEE Transactions on Computers
155 publications · 9.1K citations
53
h-index
IEEE Transactions on Parallel and Distributed Systems
TPDS · 130 publications · 7.2K citations
47
h-index
IEEE Transactions on Software Engineering
TSE · 74 publications · 5.6K citations
40
h-index
Computer
64 publications · 9.9K citations
38
h-index
ACM SIGMETRICS Performance Evaluation Review
PER · 101 publications · 6.8K citations
36
h-index

1–5