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An information-theoretic meta-theorem on edge-cut bounds

机译:边割边上的信息论元定理

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We consider the problem of multiple unicast in wireline networks. Edge-cut based bounds which are simple bounds on the rates achievable by routing flow are not in general, fundamental, i.e. they are not outer bounds on the capacity region. It has been observed that when the problem has some kind of symmetry involved, then flows and edge-cut based bounds are ‘close’, i.e. within a constant or poly-logarithmic factor of each other. In this paper, we make the observation that in these very cases, such edge-cut based bounds are actually ‘close’ to fundamental yielding an approximate characterization of the capacity region for these problems. We demonstrate this in the case of k-unicast in undirected networks, k-pair unicast in directed networks with symmetric demands i.e. for every source communicating to a destination at a certain rate, the destination communicates an independent message back to the source at the same rate, and sum-rate of k-groupcast in directed networks, i.e. a group of nodes, each of which has an independent message for every other node in the group. We place our work in context of existing results to suggest a meta-theorem: if there is inherent symmetry either in the network connectivity or in the traffic pattern, then edge-cut bounds are near-fundamental and flows approximately achieve capacity.
机译:我们考虑有线网络中的多个单播问题。基于边缘切割的边界是路由流可达到的速率的简单边界,通常不是根本的基础,即它们不是容量区域的外部边界。已经观察到,当问题涉及某种对称性时,则基于流和基于切边的边界是“接近的”,即彼此之间处于恒定或对数因子之内。在本文中,我们观察到,在这些情况下,此类基于切边的边界实际上“接近”基本面,从而对这些问题的能力区域进行了近似表征。我们在无向网络中的k单播,有对称需求的有向网络中的k对单播的情况下证明了这一点,即,对于每个以一定速率与目标进行通信的源,目标都以相同的速率将独立消息传递回源定向网络(即一组节点)中k组广播的速率和总速率,其中每个节点对于该组中的每个其他节点都有独立的消息。我们将工作放在现有结果的背景下,以提出一个元定理:如果网络连接性或流量模式具有内在的对称性,则边界切分几乎是基本的,流量大约可以达到容量。

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