Yao Qi, Raja Das, et al.
ISSTA 2009
A solution to the following fundamental communication problem is presented. Suppose that n tokens are arbitrarily distributed among n processors with no processor having more than K tokens. The problem is to specify a bounded-degree network topology and an algorithm that can distribute the tokens uniformly among the processors. The first result is a tight Θ(K + log n) bound on the complexity of this problem. It is also shown that an approximate version of this problem can be solved deterministically in O(K + log n) on any expander graph with sufficiently large expansion factor. In the second part of this work, it is shown how to extend the solution for the approximate distribution problem to an optimal probabilistic algorithm for the exact distribution problem on a similar class of expander graphs. These results have direct applications to the efficient implementation of many-to-one and one-to-many communication requests, as well as to the solution of load-balancing problems in distributed systems.
Yao Qi, Raja Das, et al.
ISSTA 2009
Joel L. Wolf, Mark S. Squillante, et al.
IEEE Transactions on Knowledge and Data Engineering
Hendrik F. Hamann
InterPACK 2013
Khaled A.S. Abdel-Ghaffar
IEEE Trans. Inf. Theory