协同数据交换问题的确定性算法

N. Milosavljevic, S. Pawar, S. Rouayheb, M. Gastpar, K. Ramchandran
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引用次数: 50

摘要

本文研究了数据交换问题,其中系统中的每个节点都有多个数据包的线性组合。通过公共通道进行通信,目标是让所有节点在通道上交换的总比特数最少的情况下重构整个数据包集。我们提出了一种新的基于分而治之的体系结构,它决定了每个节点应该传输的比特数。这与众所周知的事实(即节点广播其本地信息的线性组合就足够了)一起,提供了一个多项式时间确定性算法,用于在所有节点上以最小的总通信量重建整个数据包集。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Deterministic algorithm for the cooperative data exchange problem
In this paper we study the problem of data exchange, where each node in the system has a number of linear combinations of the data packets. Communicating over a public channel, the goal is for all nodes to reconstruct the entire set of the data packets in minimal total number of bits exchanged over the channel. We present a novel divide and conquer based architecture that determines the number of bits each node should transmit. This along with the well known fact, that it is sufficient for the nodes to broadcast linear combinations of their local information, provides a polynomial time deterministic algorithm for reconstructing the entire set of the data packets at all nodes in minimal amount of total communication.
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