Cache Aided Wireless Networks: Tradeoffs between Storage and Latency
December 24, 2015 Β· Declared Dead Β· π Annual Conference on Information Sciences and Systems
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Authors
Avik Sengupta, Ravi Tandon, Osvaldo Simeone
arXiv ID
1512.07856
Category
cs.IT: Information Theory
Citations
101
Venue
Annual Conference on Information Sciences and Systems
Last Checked
4 months ago
Abstract
We investigate the fundamental information theoretic limits of cache-aided wireless networks, in which edge nodes (or transmitters) are endowed with caches that can store popular content, such as multimedia files. This architecture aims to localize popular multimedia content by proactively pushing it closer to the edge of the wireless network, thereby alleviating backhaul load. An information theoretic model of such networks is presented, that includes the introduction of a new metric, namely normalized delivery time (NDT), which captures the worst case time to deliver any requested content to the users. We present new results on the trade-off between latency, measured via the NDT, and the cache storage capacity of the edge nodes. In particular, a novel information theoretic lower bound on NDT is presented for cache aided networks. The optimality of this bound is shown for several system parameters.
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