On simple algorithms for dynamic load balancing

The paper focuses on the dynamic resource allocation problem. In communication networks such as wireless or circuit switching networks, resources correspond to base stations or links, and the load corresponds to the calls in the network. The principle of load balancing is examined for dynamic resource allocation. The question of interest is the performance of simple allocation strategies which can be implemented online. Either finite capacity constraints on resources or mobility of users can be incorporated into the setup. The load balancing problem is formulated as an optimal control problem, and variants of a simple "least loaded routing" policy are shown to be asymptotically optimal for large call arrival rates.

[1]  Bruce E. Hajek,et al.  Performance of global load balancing of local adjustment , 1990, IEEE Trans. Inf. Theory.

[2]  H. T. Liu,et al.  An approximate performance model for load-dependent interactive queues with application to load balancing in distributed systems , 1988, IEEE INFOCOM '88,Seventh Annual Joint Conference of the IEEE Computer and Communcations Societies. Networks: Evolution or Revolution?.

[3]  Mahmoud Naghshineh,et al.  Control and quality-of-service provisioning in high-speed microcellular networks , 1994, IEEE Personal Communications.

[4]  Yossi Azar On-line Load Balancing , 1996, Online Algorithms.

[5]  Yale N. Patt,et al.  Disk subsystem load balancing: disk striping vs. conventional data placement , 1993, [1993] Proceedings of the Twenty-sixth Hawaii International Conference on System Sciences.

[6]  Cauligi S. Raghavendra,et al.  Resource allocation with load balancing consideration in distributed computing systems , 1989, IEEE INFOCOM '89, Proceedings of the Eighth Annual Joint Conference of the IEEE Computer and Communications Societies.

[7]  Richard J. Gibbens,et al.  Dynamic routing in multiparented networks , 1993, TNET.

[8]  Anthony P. Reeves,et al.  Strategies for Dynamic Load Balancing on Highly Parallel Computers , 1993, IEEE Trans. Parallel Distributed Syst..

[9]  Yossi Azar,et al.  On-line load balancing , 1992, Proceedings., 33rd Annual Symposium on Foundations of Computer Science.