Fast algorithms for fair dynamic load redistribution in heterogeneous environments

Applied Numerical Mathematics

Volumn 49, Issue 1, 2004, Pages 81-95

  Rotaru, Tiberiu ^a   Nägeli, Hans Heinrich ^b  

^a FRAUNHOFER INSTITUTE FOR INDUSTRIAL MATHEMATICS ITWM   (Germany)

^b UNIVERSITY OF NEUCHÂTEL   (Switzerland)

Author keywords

Balancing flow; Fair dynamic load redistribution; Heterogeneous computing environments

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; GRADIENT METHODS; GRAPH THEORY; MATHEMATICAL MODELS; MATRIX ALGEBRA; PROGRAM PROCESSORS; QUADRATIC PROGRAMMING; TELECOMMUNICATION TRAFFIC;

BALANCING FLOW; FAIR DYNAMIC LOAD REDISTRIBUTION; HETEROGENEOUS COMPUTING ENVIRONMENTS;

DISTRIBUTED PARAMETER CONTROL SYSTEMS;

EID: 1542289996     PISSN: 01689274     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apnum.2003.11.013     Document Type: Conference Paper

References (17)

1. Bertsekas D.P., Tsitsiklis J.N. Parallel and Distributed Computation: Numerical Methods. 1989;Prentice-Hall, Englewood Cliffs, NJ.
2. Boillat J.E. Load balancing and Poisson equation in a graph. Concurrency. 2:(4):1990;289-313.
3. Cybenko G. Dynamic load balancing for distributed memory multi-processors. J. Parallel Distributed Comput. 7:1989;279-301.
4. Diekmann R., Frommer A., Monien B. Efficient schemes for nearest neighbor load balancing. Bilardi G., , et al. Proc. European Sympos. on Algorithms (ESA '98). Lecture Notes in Comput. Sci. vol. 1461:1998;429-440 Springer, Berlin.
5. Diekmann R., Frommer A., Monien B. Efficient schemes for nearest neighbor load balancing. Parallel Comput. 25:(7):1999;789-812.
6. Elsässer R., Monien B., Preis R. Diffusion schemes for load balancing on heterogeneous networks. Theory Comput. Syst. 35:2002;305-320.
7. Golub G.H., Van Loan C.F. Matrix Computations. third ed. 1996;Johns Hopkins Press, Baltimore, MD.
8. Graham R.L., Grötschel M., Lovász L. Handbook of Combinatorics. 1995;Elsevier, Amsterdam.
9. Hu Y.F., Blake R.J. The optimal property of polynomial based diffusion-like algorithms in dynamic load balancing. Papailiou K.D., Tsahalis D., Périaux J., Knörzer D. Computational Dynamics '98. 1998;Wiley, Chichester.
10. Hu Y.F., Blake R.J. An improved diffusion algorithm for dynamic load balancing. Parallel Comput. 25:1999;417-444.
11. Hu Y.F., Blake R.J., Emerson D.R. An optimal dynamic load balancing algorithm. Concurrency. 10:1998;467-483.
12. Meyer C.D. Matrix Analysis and Applied Linear Algebra. 2000;SIAM, Philadelphia, PA.
13. Mohar B. Some applications of Laplace eigenvalues of graphs. Graph Symmetry: Algebraic Methods Appl. 497:1997;225-275.
14. Rotaru T., Nägeli H.-H. Heterogeneous dynamic load balancing. Grigoras, et al. NATO Advanced Workshop on Advanced Environments, Tools and Applications for Cluster Computing, Mangalia, September. Lecture Notes in Comput. Sci. vol. 2326:2001;136-144 Springer, Berlin.
15. Rotaru T., Nägeli H.-H. Minimal flow generated by heterogeneous diffusion schemes. International Conference on Parallel and Distributed Computing and Systems, Anaheim, USA, August 21-24. 2001;136-141 ACTA Press, Anaheim, CA.
16. R. Wolski, N. Spring, J. Hayes, The network weather service: A distributed resource performance forecasting service for metacomputing, Technical Report CS98-599, UCSD, 1998.
17. Xu C., Lau F. Load Balancing in Parallel Computers Theory and Practice. The Kluwer International Series in Engineering and Computer Science. 1997;Kluwer Academic, Dordrecht.