Title :
Bounding multiple unicasts through index coding and Locally Repairable Codes
Author :
Shanmugam, Karthikeyan ; Dimakis, Alexandros G.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Texas at Austin, Austin, TX, USA
fDate :
June 29 2014-July 4 2014
Abstract :
We establish a duality result between linear index coding and Locally Repairable Codes (LRCs). Specifically, we show that a natural extension of LRCs we call Generalized Locally Repairable Codes (GLCRs) are exactly dual to linear index codes. In a GLRC, every node is decodable from a specific set of other nodes and these sets induce a recoverability directed graph. We show that the dual linear subspace of a GLRC is a solution to an index coding instance where the side information graph is this GLRC recoverability graph. We show that the GLRC rate is equivalent to the complementary index coding rate, i.e. the number of transmissions saved by coding. Our second result uses this duality to establish a new upper bound for the multiple unicast network coding problem. In multiple unicast network coding, we are given a directed acyclic graph and r sources that want to send independent messages to r corresponding destinations. Our new upper bound is efficiently computable and relies on a strong approximation result for complementary index coding. We believe that our bound could lead to an approximation guarantee for multiple unicast network coding if a plausible connection we state is verified.
Keywords :
directed graphs; linear codes; multicast communication; network coding; GLRC rate; LRC extension; complementary index coding rate; directed acyclic graph; dual linear subspace; generalized locally repairable codes; linear index codes; linear index coding; multiple unicast network coding problem; multiple unicasts bounding; recoverability directed graph; side information graph; Channel coding; Indexes; Network coding; Unicast; Vectors;
Conference_Titel :
Information Theory (ISIT), 2014 IEEE International Symposium on
Conference_Location :
Honolulu, HI
DOI :
10.1109/ISIT.2014.6874842