[PDF][PDF] A survey of the state of the art in performance modeling and prediction of parallel and distributed computing systems

S Pllana, I Brandic, S Benkner - International Journal of …, 2008 - academia.edu
Performance is one of the key features of parallel and distributed computing systems.
Therefore, in the past a significant research effort was invested in the development of …

Performance modeling and prediction of parallel and distributed computing systems: A survey of the state of the art

S Pllana, I Brandic, S Benkner - First International Conference …, 2007 - ieeexplore.ieee.org
Performance is one of the key features of parallel and distributed computing systems.
Therefore, in the past a significant research effort was invested in the development of …

Performance prediction of parallel applications: a systematic literature review

J Flores-Contreras, HA Duran-Limon… - The Journal of …, 2021 - Springer
Different techniques for estimating the execution time of parallel applications have been
studied for the last 25 years. These approaches have proposed different methods for …

[HTML][HTML] Analysis & integrated modeling of the performance evaluation techniques for evaluating parallel systems

A Chhabra, G Singh - … Journal of Computer Science and Security, 2007 - books.google.com
Parallel computing has emerged as an environment for computing inherently parallel and
computation intensive applications. Performance is always a key factor in determining the …

A framework for efficient performance prediction of distributed applications in heterogeneous systems

BF Cornea, J Bourgeois - The Journal of Supercomputing, 2012 - Springer
Predicting distributed application performance is a constant challenge to researchers, with
an increased difficulty when heterogeneous systems are involved. Research conducted so …

[PDF][PDF] Knowledge-Based Modeling Approach for Performance Measurement of Parallel Systems.

A Chhabra, G Singh - International Arab Journal of Information Technology …, 2009 - iajit.org
Parallel systems are important computing platforms because they offer tremendous potential
to solve inherently parallel and computation intensive applications. Performance is always a …

An interpretive framework for application performance prediction

M Parashar, S Hariri, T Haupt, GC Fox - 1993 - surface.syr.edu
Software development in parallel/distributed environment is a non-trivial task and depends
greatly on the availability of appropriate support in terms of development tools and …

Automated performance prediction for scalable parallel computing

MJ Clement, MJ Quinn - Parallel Computing, 1997 - Elsevier
Performance prediction is necessary in order to deal with multi-dimensional performance
effects on parallel systems. The compiler-generated analytical model developed in this …

New performance modeling methods for parallel data processing applications

J Bhimani, N Mi, M Leeser, Z Yang - ACM Transactions on Modeling and …, 2019 - dl.acm.org
Predicting the performance of an application running on parallel computing platforms is
increasingly becoming important because of its influence on development time and resource …

PerPreT—A performance prediction tool for massively parallel systems

J Brehm, M Madhukar, E Smirni, L Dowdy - Quantitative Evaluation of …, 1995 - Springer
Today's massively parallel machines are typically message passing systems consisting of
hundreds or thousands of processors. Implementing parallel applications efficiently in this …