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Efficient distributed selection with bounded messages
DOI:10.1109/71.588617.png)
摘要
En 中文
We consider the problem of selecting the Kth smallest element of a set distributed among the sites of a communication network when the size of messages is bounded; that is, each message is a packet which contains at most c bits, where c greater than or equal to 1 is a constant. A general selection algorithm using packets is presented and its packet complexity is analyzed. Its complexity is shown to be a significant improvement for a large range of packet sizes over the existing bounds. The proposed technique is then instanciated for specific classes of network topologies; the resulting bounds either match or improve the ones of existing solutions for a large range of values of the packet size. Furthermore, it is bit optimal in star networks.
Keyword:
bounded-size messages
communication complexity
communication networks
distributed algorithms
distributed sets
K-selection
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IF:
6
论文数:
5.2K
被引数:
1.1W
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