1. Double and Triple Node-Erasure-Correcting Codes Over Complete Graphs
- Author
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Eitan Yaakobi, Yuval Efron, and Lev Yohananov
- Subjects
Discrete mathematics ,Computer science ,Prime number ,Binary number ,020206 networking & telecommunications ,02 engineering and technology ,Library and Information Sciences ,Computer Science Applications ,Redundancy (information theory) ,Distributed data store ,0202 electrical engineering, electronic engineering, information engineering ,Redundancy (engineering) ,Symmetric matrix ,Erasure ,Node (circuits) ,Binary code ,Primitive element ,Decoding methods ,Information Systems - Abstract
In this paper we study array-based codes over graphs for correcting multiple node failures. These codes have applications to neural networks, associative memories, and distributed storage systems. We assume that the information is stored on the edges of a complete undirected graph and a node failure is the event where all the edges in the neighborhood of a given node have been erased. A code over graphs is called $\rho $ -node-erasure-correcting if it allows to reconstruct the erased edges upon the failure of any $\rho $ nodes or less. We present a binary optimal construction for double-node-erasure correction together with an efficient decoding algorithm, when the number of nodes is a prime number. Furthermore, we extend this construction for triple-node-erasure-correcting codes when the number of nodes is a prime number and two is a primitive element in $\mathbb {Z}_{n}$ . These codes are at most a single bit away from optimality.
- Published
- 2020
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