Zg. Zhang et al., AN ALGORITHM FOR OPTIMAL LOAD BALANCING IN A MULTIPLE GI G/1 QUEUING SYSTEM/, European transactions on telecommunications and related technologies, 5(2), 1994, pp. 277-283
The issue of optimal load balancing has been raised in several importa
nt engineering fields such as the file management in a data base, the
job control in a multiple processor system or the flow assignment in a
packet switched data network. By modeling the subsystems as multiple
GI/G/1 queues and applying known approximations and decomposition meth
ods, the system mean response time is expressed as a function of the l
oad allocation. To find the optimal load balancing, the convexity prop
erty is first studied with respect to the type of the arrival process
of the system. We give then an efficient algorithm which finds for the
convex case the global and for the non-convex case a local minimum. S
ome important properties of the multiple GI/G/1 queueing system are re
vealed with several numerical examples.