Multi-scheme co-scheduling framework for high-performance real-time applications in heterogeneous grids Online publication date: Sat, 24-May-2014
by Peng Xiao; Dongbo Liu
International Journal of Computational Science and Engineering (IJCSE), Vol. 9, No. 1/2, 2014
Abstract: Due to unpredictable workload, task co-scheduling with constraint to deadline is a challenging issue in heterogeneous grid environments. To address the problem of scheduling real-time applications, in this paper, a multi-scheme co-scheduling framework (MSCSF) is proposed aiming to provide enhanced deadline-guarantee in heterogeneous environments. The proposed framework integrates multiple co-scheduling schemes in an extensible manner. By quantitatively evaluating the deadline-guarantee of each co-scheduling scheme, the system can adaptively select the scheme with optimal deadline-guarantee for real-time applications at runtime. In this way, MSCSF combines the merits of existing co-scheduling schemes and overcomes the shortcomings of them. Extensive experiments are conducted to verify the effectiveness and the performance of the proposed framework in terms of deadline-miss rate and mean execution time. Experimental results show that it can provide enhanced deadline-guarantee as well as lower deadline-miss rate for real-time applications in heterogeneous grid environments.
Online publication date: Sat, 24-May-2014
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