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Research on the Stability of Load Balancing Algorithm for Scalable Parallel Computing

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4 Author(s)
Qingyang Meng ; Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang ; Jianzhong Qiao ; Jun Liu ; Shukuan Lin

In parallel cluster computing, an unscalable or unstable load balancing algorithm can intensely affect the performance of computing. To aim at this case, this paper puts forward a linear dynamic load balancing model and analyzes the stability of this linear model on the condition of existing time delay. Base on analyzing results, this paper uses a load balancing gain to control this model with the increasing system scale. In the end, a more useful nonlinear model is proposed and the simulation results are given to compare with analyzing results and other load balancing methods.

Published in:

Communication Software and Networks, 2009. ICCSN '09. International Conference on

Date of Conference:

27-28 Feb. 2009