An Upper Bound on the Capacity-Memory Tradeoff of Interleavable Discrete Memoryless Broadcast Channels with Uncoded Prefetching

M. Salman, M. Varanasi
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Abstract

The K-receiver discrete memoryless (DM) broadcast channel (BC) is considered in which each receiver is equipped with a cache memory of the same size. We obtain an upper bound on the capacity-memory tradeoff with uncoded pre-fetching, the highest rate of reliable communication for given cache size. This bound holds for the interleavable DM BC, a class of channels that subsumes the K-receiver degraded DM BC and the three-receiver less noisy DM BC. We then specialize our bound to the Gaussian BC, and show that it is tighter than that recently proposed in the literature for coded pre-fetching for a wide range of cache sizes as would be expected, but the two bounds coincide for sufficiently large cache size. In the two-receiver case, our bound is tight in that it is the exact capacity-memory trade-off with uncoded prefetching which implies that, in this case, coded prefetching does not enhance the capacity-memory tradeoff for sufficiently large cache size.
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非编码预取可交错离散无内存广播信道容量-内存权衡的上界
考虑了K-receiver discrete memory - less (DM) broadcast channel (BC),其中每个receiver都配备了相同大小的cache存储器。我们获得了使用未编码预取的容量-内存折衷的上限,这是给定缓存大小时可靠通信的最高速率。这个界限适用于可交错的DM BC,这是一类信道,包括k接收器退化的DM BC和三个接收器较少噪声的DM BC。然后,我们将我们的边界专一于高斯BC,并表明它比最近在文献中提出的更严格,用于广泛的缓存大小的编码预抓取,正如预期的那样,但是两个边界在足够大的缓存大小下重合。在两个接收器的情况下,我们的界限很紧,因为它是与未编码预取的确切的容量-内存权衡,这意味着,在这种情况下,编码预取不会增强足够大的缓存大小的容量-内存权衡。
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