Fundamental Limits of Coded Caching: The Memory Rate Pair (K-1-1/K, 1/(K-1))

05/21/2019
by   Vijith Kumar K P, et al.
0

Maddah-Ali and Niesen, in a seminal paper, introduced the notion of coded caching. The exact nature of the fundamental limits in this context has remained elusive even as several approximate characterizations have been found. A new optimal scheme for the (3, 3) cache network, operating at the memory rate pair (5/3, 1/2) for the demand where all the users request for distinct files, was introduced recently to partially address this issue. In this paper, an extension of this scheme to the general (K, K) cache network, operating at the memory rate pair (K-1-1/K, 1/(K-1)), is proposed. A new lower bound is also derived which demonstrates the optimality of the proposed scheme for the demand where all the users request for distinct files.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
01/21/2021

Optimal Demand Private Coded Caching for Users with Small Buffers

Coded Caching is an efficient technique to reduce peak hour network traf...
research
01/24/2021

The Exact Rate Memory Tradeoff for Large Caches with Coded Placement

The idea of coded caching for content distribution networks was introduc...
research
01/18/2021

Fundamental Limits of Demand-Private Coded Caching

We consider the coded caching problem with an additional privacy constra...
research
07/11/2018

On the Fundamental Limits of Coded Data Shuffling for Distributed Learning Systems

We consider the data shuffling problem in a distributed learning system,...
research
02/09/2021

The Exact Rate Memory Tradeoff for Small Caches with Coded Placement

The idea of coded caching was introduced by Maddah-Ali and Niesen who de...
research
01/17/2019

On Coded Caching with Correlated Files

This paper studies the fundamental limits of the shared-link caching pro...
research
01/08/2019

An Optimal Linear Error Correcting Delivery Scheme for Coded Caching with Shared Caches

Classical coded caching setting avails each user to have one dedicated c...

Please sign up or login with your details

Forgot password? Click here to reset