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|Title:||Spanning tree routing strategies for divisible load scheduling on arbitrary graphs - A comparative performance analysis|
Spanning tree networks
|Source:||Viswanathan, S., Veeravalli, B., Jingxi, J. (2009). Spanning tree routing strategies for divisible load scheduling on arbitrary graphs - A comparative performance analysis. 16th International Conference on High Performance Computing, HiPC 2009 - Proceedings : 50-58. ScholarBank@NUS Repository. https://doi.org/10.1109/HIPC.2009.5433225|
|Abstract:||In this paper, we evaluate and compare the performance of several spanning tree routing strategies for divisible load scheduling on arbitrary graphs and derive recommendations as to which routing strategy provides a better trade-off between complexity and time performance. We consider a network comprising heterogeneous processors interconnected by heterogeneous links in an arbitrary manner. We evaluate the performance over a wide range of arbitrary dense graphs with varying connectivity and processor densities and study the effect of network scalability. In addition, we introduce a novel spanning tree routing strategy, which is referred to as minimum equivalent network spanning tree (EST), and analyze its performance. We apply the resource-aware optimal load distribution with optimal sequencing (RAOLD-OS) scheduling algorithm presented in the literature for obtaining an optimal solution. This study attempts to pool all known and applicable divisible load scheduling algorithms for arbitrary networks and presents a collective and comparative view of their performance. ©2009 IEEE.|
|Source Title:||16th International Conference on High Performance Computing, HiPC 2009 - Proceedings|
|Appears in Collections:||Staff Publications|
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