Title :
Prediction of communication performance for wide area computing systems
Author :
Schulz, J. ; Hochberger, C. ; Tavangarian, D.
Author_Institution :
Dept. of Comput. Sci., Rostock Univ., Germany
Abstract :
This paper presents a new algorithm to predict the communication performance for high performance parallel computing in wide area networks. Such a powerful prediction allows to balance the requirements of communication time and computation time. Such a system can be used in almost any wide area computing application. The major feature of this algorithm is the consideration of the human rhythm of life. Prediction values are calculated using a selected number of arguments, depending on daytime and weekday. Thus it is possible to give very accurate prediction values several weeks ahead. In this paper we discuss the usage of this method in the hypercomputer at the University of Restock. The prediction algorithm and monitoring tools are written in Java and can thus be used on almost any platform
Keywords :
parallel processing; performance evaluation; wide area networks; Java; communication performance; communication time; computation time; high performance parallel computing; hypercomputer; wide area computing systems; wide area networks; Computer networks; Computer science; Concurrent computing; High performance computing; Humans; Local area networks; Prediction algorithms; Rhythm; Wide area networks; Workstations;
Conference_Titel :
Parallel and Distributed Processing, 2001. Proceedings. Ninth Euromicro Workshop on
Conference_Location :
Mantova
Print_ISBN :
0-7695-0987-8
DOI :
10.1109/EMPDP.2001.905078