Hybrid performance modeling and prediction of large-scale computing systems

Proceedings - CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems

Volumn , Issue , 2008, Pages 132-138

  Pllana, Sabri ^a   Benkner, Siegfried ^a   Xhafa, Fatos ^b   Barolli, Leonard ^c  

^a UNIVERSITY OF VIENNA   (Austria)

^b UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^c FUKUOKA INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

JPN

Indexed keywords

COMPUTER SOFTWARE; DISTRIBUTED COMPUTER SYSTEMS; FORECASTING; INTELLIGENT SYSTEMS; MATHEMATICAL MODELS;

DISCRETE EVENTS; HYBRID APPROACHES; INTERNATIONAL CONFERENCES; JPN; KEY FEATURE; LARGE-SCALE COMPUTING; LARGE-SCALE COMPUTING SYSTEMS; LINES OF CODE; MATERIAL SCIENCES; MODEL-BASED; PARALLEL AND DISTRIBUTED COMPUTING SYSTEMS; PARAMETERIZED; PERFORMANCE EVALUATION; PERFORMANCE MODELING AND PREDICTION; PERFORMANCE MODELLING; PROGRAM DEVELOPMENTS; REAL-WORLD; SIMULATION MODELLING; SOFTWARE-INTENSIVE SYSTEMS; STRUCTURE-AWARENESS;

COMPUTER SYSTEMS;

EID: 53149088538     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISIS.2008.20     Document Type: Conference Paper

References (18)

1. D. Kerbyson, A. Hoisie, and H. Wasserman, "Use of Predictive Performance Modeling During Large-Scale System Installation," Parallel Processing Letters, vol. 15, no. 4, December 2005.
2. "Rice Simulator for ILP Multiprocessors (RSIM)," http://rsim. cs.uiuc.edu/rsim/.
3. H. Schwetman. "Hybrid Simulation Models of Computer Systems," Communications of the ACM, vol. 21, no. 9, pp. 718-723, 1978.
4. R. Paul, "Activity Cycle Diagrams and the Three Phase Approach," in Proceedings of the 1993 Winter Simulation Conference. Los Angeles, California, United States: IEEE, 1993, pp. 123-131.
5. Object Management Group (OMG). "UML 2.0 Superstructure Specification," http://www.omg.org, August 2005.
6. "Mesquite Software," http://www.mesquite.com/.
7. H. Schwetman, "CSIM19: A Powerful Tool for Building System Models," in Winter Simulation Conference (WSC 2001). Arlington, VA, USA: ACM, December 2001. pp. 250-255.
8. "Open specifications for Multi Processing (OpenMP)," http://www.openmp.org/.
9. K. Schwarz, P. Blaha, and G. Madsen. "Electronic structure calculations of solids using the WIEN2k package for material sciences," Computer Physics Communications, vol. 147, pp. 71-76, 2002.
10. "The 1998 Nobel Prize in Chemistry," http://nobelprize.org/ nobel_prizes/chemistry/laureates/1998/.
11. W. Gropp, E. Lusk, and A. Skjellum, Using MPI - 2nd Edition: Portable Parallel Programming with the Message Passing Interface (Scientific and Engineering Computation). MIT Press, 1999.
12. "Gescher Cluster. University of Vienna, Institute of Scientific Computing," http://gescher.vcpc.univie.ac.at/.
13. S. Pllana, I. Brandic, and S. Benkner, "Performance Modeling and Prediction of Parallel and Distributed Computing Systems: A Survey of the State of the Art," in The Fifth International Conference on Complex, Intelligent and Software Intensive Systems - 3PGIC Workshop. Vienna, Austria: IEEE Computer Society, April 2007.
14. C. Hughes, V. Pai, P. Ranganathan, and S. Adve, "RSIM: Simulating Shared-Memory Multiprocessors with ILP Processors," IEEE Computer, vol. 35, no. 2, pp. 40-19, February 2002.
15. T. Wilmarth, G. Zheng, E. Bohm, Y Mehta, N. Choudhury, P. Jagadishprasad, and L. Kale, "Performance Prediction using Simulation of Large-scale Interconnection Networks in POSE," in 2005 Workshop on Principles of Advanced and Disctributed Simulation (PADS). Monterey, California: IEEE Computer Society, June 2005.
16. G. Zheng, G. Kakulapati, and L. Kale, "BigSim: A Parallel Simulator for Performance Prediction of Extremely Large Parallel Machines," in 18th International Parallel and Distributed Processing Symposium (IPDPS 2004). Santa Fe, New Mexico, USA: IEEE Computer Society, April 2004.
17. D. Kvasnicka, H. Hlavacs, and C. Ueberhuber, "Simulating Parallel Program Performance with CLUE," in International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS). Orlando, Florida, USA: The Society for Modeling and Simulation International, July 2001, pp. 140-149.
18. S. Pllana and T. Fahringer, "UML Based Modeling of Performance Oriented Parallel and Distributed Applications," in Proceedings of the 2002 Winter Simulation Conference. San Diego, California, USA: IEEE, December 2002.