Generalizations and Extensions to Lifting Constructions for Coded Caching

05/10/2023
by   V R Aravind, et al.
0

Coded caching is a technique for achieving increased throughput in cached networks during peak hours. Placement delivery arrays (PDAs) capture both placement and delivery scheme requirements in coded caching in a single array. Lifting is a method of constructing PDAs, where entries in a small base PDA are replaced with constituent PDAs that satisfy a property called Blackburn-compatibility. We propose two new constructions for Blackburn-compatible PDAs including a novel method for lifting Blackburn-compatible PDAs to obtain new sets of Blackburn-compatible PDAs. Both of these constructions improve upon previous tradeoffs between rate, memory and subpacketization. We generalize lifting constructions by defining partial Blackburn-compatibility between two PDAs w.r.t. a third PDA. This is a wider notion of Blackburn-compatibility making the original definition a special case. We show that some popular coded caching schemes can be defined as lifting constructions in terms of this extended notion.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
08/19/2019

Some new Constructions of Coded Caching Schemes with Reduced Subpacketization

First, a new perspective based on binary matrices of placement delivery ...
research
08/14/2020

New coded caching schemes from placement delivery arrays

Coded caching schemes with low subpacketization and small transmission r...
research
07/15/2020

Coded Caching with Demand Privacy: Constructions for Lower Subpacketization and Generalizations

Coded caching is a technique where we utilize multi-casting opportunitie...
research
08/19/2021

Novel Frameworks for Coded Caching via Cartesian Product with Reduced Subpacketization

Caching prefetches some library content at users' memories during the of...
research
10/24/2019

Improved Constructions of Coded Caching Schemes for Combination Networks

In an (H,r) combination network, a single content library is delivered t...
research
05/02/2018

Placement Delivery Array Design via Attention-Based Deep Neural Network

A decentralized coded caching scheme has been proposed by Maddah-Ali and...
research
12/13/2019

Optimal Wireless Caching with Placement Cost

Coded caching has been shown to result in significant throughput gains, ...

Please sign up or login with your details

Forgot password? Click here to reset