Title :
Efficient scheme for load balancing on heterogeneous Biswapped Networks
Author :
Liting Sun ; Chaonan Tong
Author_Institution :
Sch. of Autom. Eng., Univ. of Sci. & Technol. Beijing, Beijing, China
Abstract :
Existing local iterative algorithms for load-balancing are poor-suited to many large-scale interconnection networks. The main reason is complicated Laplace spectrum com-putations. In view of the large scale Biswapped network(BSN), our paper proposes a more simple and effective solution, named HCDE-X which is suitable to BSN of heterogeneous for load balancing. The scheme avoids the whole network´s Laplace matrix calculation, only needs spectral information of the much smaller basis or factor graph. By example illustrations and algorithm analysis, the new suggested scheme lowers algorithm and the computational complexity, and reduces unnecessary communication cost, and is more simple and effective than the traditional ones.
Keywords :
computer networks; graph theory; resource allocation; HCDE-X; algorithm analysis; computational complexity; factor graph; heterogeneous biswapped networks; large scale interconnection network; load balancing; spectral information; Algorithm design and analysis; Clustering algorithms; Convergence; Educational institutions; Eigenvalues and eigenfunctions; Laplace equations; Load management;
Conference_Titel :
Computational Intelligence for Communication Systems and Networks (CIComms), 2013 IEEE Symposium on
Conference_Location :
Singapore
Print_ISBN :
978-1-4673-5902-3
DOI :
10.1109/CICommS.2013.6582849