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Predictive mapping framework in heterogeneous computing environment

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3 Author(s)
Martinovic, G. ; Fac. of Electr. Eng., Josip Juraj Strossmayer Univ. of Osijek, Croatia ; Budin, L. ; Hocenski, Z.

Heterogeneity of computer environment allows execution of large diverse applications, but it also simultaneously aggravates mapping. We present a combined multicriterial mapping based on the MEVSP model. Model parameters originate from the level of application, platform, mapping and user. The most suitable prediction methods are long-term performance prediction, short-term prediction of threshold violations and short-term predictions of categorical data. Heterogeneity level can be expressed by single or stochastic values and by consistency level. The application of the MEVSP model and prediction procedures can improve the application execution, as shown in a simplified environment.

Published in:

Information Technology Interfaces, 2003. ITI 2003. Proceedings of the 25th International Conference on

Date of Conference:

16-19 June 2003