articleIEEE/ACM Transactions on NetworkingApr 29, 2014Closed access

Decentralized Coded Caching Attains Order-Optimal Memory-Rate Tradeoff

Alcatel Lucent (Germany) · Nokia (United States)

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Abstract

Replicating or caching popular content in memories distributed across the network is a technique to reduce peak network loads. Conventionally, the main performance gain of this caching was thought to result from making part of the requested data available closer to end-users. Instead, we recently showed that a much more significant gain can be achieved by using caches to create coded-multicasting opportunities, even for users with different demands, through coding across data streams. These coded-multicasting opportunities are enabled by careful content overlap at the various caches in the network, created by a central coordinating server. In many scenarios, such a central coordinating server may not be…

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662
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Authors

2

Topics & keywords

Keywords
  • Computer science
  • Multicast
  • Computer network
  • Scheme (mathematics)
  • Linear network coding
  • Distributed computing
  • Coding (social sciences)
  • False sharing
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