柔性索引编码的多项式时间算法

Linqi Song, C. Fragouli
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引用次数: 23

摘要

柔性索引编码考虑一个具有m条消息和n个客户端的服务器,其中每个客户端具有消息的一个子集作为副信息。我们力求使服务器应该进行的传输数量最小化,以便每个客户端接收(任何)一条她还没有的消息。以前的工作表明,服务器最多可以使用O(log2(n))传输来实现这一点,在最坏的情况下至少需要Ω(log(n))传输,但是找到最佳长度的代码是np困难的。在本文中,我们设计了一个多项式时间算法,使用少于O(log2(n))传输,即几乎最坏情况最优。我们还建立了一类混合矩阵上的柔性索引编码问题与minrank问题之间的联系。
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A polynomial-time algorithm for pliable index coding
Pliable index coding considers a server with m messages and n clients where each client has as side information a subset of the messages. We seek to minimize the number of transmissions the server should make, so that each client receives (any) one message she does not already have. Previous work has shown that the server can achieve this using at most O(log2(n)) transmissions and needs at least Ω(log(n)) transmissions in the worst case, but finding a code of optimal length is NP-hard. In this paper, we design a polynomial-time algorithm that uses less than O(log2(n)) transmissions, i.e., almost worst-case optimal. We also establish a connection between the pliable index coding problem and the minrank problem over a family of mixed matrices.
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