Performance Prediction

Performance Prediction is a methodological framework within Parallel Performance Analysis that estimates the execution behavior of parallel systems or algorithms under varying conditions by modeling performance metrics such as speedup, scalability, and resource utilization based on architectural, algorithmic, and workload-specific parameters.

3.5K

Publications

162.1K

Citations

10.7K

Authors

2.6K

Institutions

Publications per year

2017–2026

1.4K

Parents

Fan SelectionFlight PerformanceHeterogeneous Cluster ComputingJet Pump SystemsParallel Performance AnalysisPerformance EngineeringPerformance ModelingPropulsion System PerformanceResource BrokeringSailing Yacht Design

Publications

3.5K

Modeling the performance prediction problem in industrial and organizational psychology.

John P. Campbell · 1990 · 1.5K citations

Management, Organization Studies, Organizational Behavior +12

A Feature-Enriched Completely Blind Image Quality Evaluator

Lin Zhang, Lei Zhang, Alan C. Bovik · IEEE Transactions on Image Processing · 2015 · 1.2K citations

Computing, Computer Science, Computer Vision +13

Machine learning in materials science

Jing Wei, Xuan Chu, Xiangyu Sun et al. · InfoMat · 2019 · 1K citations · Full text

Natural Sciences, Materials Engineering, Materials Science +14

A 24-h forecast of solar irradiance using artificial neural network: Application for performance prediction of a grid-connected PV plant at Trieste, Italy

A. Mellit, Alessandro Pavan · Solar Energy · 2010 · 885 citations

Agriculture, Meteorology, Forecasting +16

Multi-task Gaussian Process Prediction

Edwin V. Bonilla, Kian Ming A. Chai, Christopher K. I. Williams · Edinburgh Research Explorer · 2007 · 851 citations · Full text

Computing, Computer Science, Machine Learning +16

1–5 of 3.5K

Authors

10.7K

SK
Samuel Kounev
University of Würzburg, Germany
15 publications · 692 citations
13
h-index
GN
G.R. Nudd
University of Warwick, United Kingdom
13 publications · 1.1K citations
12
h-index
DJ
Darren J. Kerbyson
Los Alamos National Laboratory, United States
12 publications · 950 citations
12
h-index
SA
Stephen A. Jarvis
University of Warwick, United Kingdom
11 publications · 903 citations
11
h-index
JR
Jamal Rostami
Colorado School of Mines, United States
11 publications · 1.5K citations
11
h-index

1–5 of 10.7K

Institutions

2.6K

1–8 of 2.6K

Venues

Energy
39 publications · 2.3K citations
25
h-index
Applied Thermal Engineering
38 publications · 1.7K citations
25
h-index
IEEE Access
31 publications · 1.3K citations
23
h-index
Energy Conversion and Management
32 publications · 1.6K citations
23
h-index
Applied Energy
26 publications · 2K citations
23
h-index

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