A Survey of the State of the Art in Performance Modeling and Prediction of Parallel and Distributed Computing Systems

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 approaches for performa ...

[1]  Duncan A. Grove,et al.  Precise MPI Performance Measurement Using MPIBench , 2001 .

[2]  Jesús Labarta,et al.  Validation of Dimemas Communication Model for MPI Collective Operations , 2000, PVM/MPI.

[3]  Todd M. Austin,et al.  The SimpleScalar tool set, version 2.0 , 1997, CARN.

[4]  Thomas Fahringer,et al.  UML based modeling of performance oriented parallel and distributed applications , 2002, Proceedings of the Winter Simulation Conference.

[5]  Christoph W. Ueberhuber,et al.  Developing architecture adaptive algorithms using simulation with MISS-PVM for performance prediction , 1997, ICS '97.

[6]  Fabrizio Petrini,et al.  Predictive Performance and Scalability Modeling of a Large-Scale Application , 2001, ACM/IEEE SC 2001 Conference (SC'01).

[7]  Vikram S. Adve,et al.  Compiler-supported simulation of highly scalable parallel applications , 1999, ACM/IEEE SC 1999 Conference (SC'99).

[8]  Toru Sugiyama,et al.  The Earth Simulator Center , 2009 .

[9]  Christopher J. Hughes,et al.  RSIM: Simulating Shared-Memory Multiprocessors with ILP Processors , 2002, Computer.

[10]  O. Kallenberg.  Foundations of Modern Probability , 2021, Probability Theory and Stochastic Modelling.

[11]  Duncan A. Grove,et al.  Modeling message-passing programs with a Performance Evaluating Virtual Parallel Machine , 2005, Perform. Evaluation.

[12]  Laxmikant V. Kalé,et al.  BigSim: a parallel simulator for performance prediction of extremely large parallel machines , 2004, 18th International Parallel and Distributed Processing Symposium, 2004. Proceedings..

[13]  Mary K. Vernon,et al.  Poems: end-to-end performance design of large parallel adaptive computational systems , 1998, WOSP '98.

[14]  D. F. Kvasnicka,et al.  Simulating Parallel Program Performance with CLUE , 2001 .

[15]  R. Bagrodia,et al.  Parallel Simulation of Parallel File Systems and I/O Programs , 1997, ACM/IEEE SC 1997 Conference (SC'97).

[16]  Laxmikant V. Kalé,et al.  Performance prediction using simulation of large-scale interconnection networks in POSE , 2005, Workshop on Principles of Advanced and Distributed Simulation (PADS'05).

[17]  Subhash Saini,et al.  Performance prediction and its use in parallel and distributed computing systems , 2006, Future Gener. Comput. Syst..

[18]  Jack J. Dongarra,et al.  The PVM Concurrent Computing System: Evolution, Experiences, and Trends , 1994, Parallel Comput..

[19]  Adolfy Hoisie,et al.  Use of Predictive Performance Modeling during Large-scale System Installation , 2005, Parallel Process. Lett..

[20]  Jesús Labarta,et al.  A Framework for Performance Modeling and Prediction , 2002, ACM/IEEE SC 2002 Conference (SC'02).

[21]  Jack J. Dongarra.  An Overview of High Performance Computing and Challenges for the Future , 2008, VECPAR.

[22]  Graham R. Nudd,et al.  Pace—A Toolset for the Performance Prediction of Parallel and Distributed Systems , 2000, Int. J. High Perform. Comput. Appl..

[23]  Thomas Fahringer,et al.  Performance Prophet: a performance modeling and prediction tool for parallel and distributed programs , 2005, 2005 International Conference on Parallel Processing Workshops (ICPPW'05).

[24]  Laura Carrington,et al.  A performance prediction framework for scientific applications , 2003, Future Gener. Comput. Syst..

[25]  Hamid Sarbazi-Azad,et al.  Performance modeling and evaluation of high-performance parallel and distributed systems , 2005, Perform. Evaluation.

[26]  James Demmel,et al.  ScaLAPACK: A Linear Algebra Library for Message-Passing Computers , 1997, PPSC.

[27]  Marc Snir,et al.  GETTING UP TO SPEED THE FUTURE OF SUPERCOMPUTING , 2004 .

[28]  Helmut Hlavacs,et al.  CLUE: a tool for cluster evaluation , 2000 .

[29]  R.M. Fujimoto,et al.  Parallel and distributed simulation systems , 2001, Proceeding of the 2001 Winter Simulation Conference (Cat. No.01CH37304).