Balanced Reed-Solomon Codes
We consider the problem of constructing linear Maximum Distance Separable (MDS) error-correcting codes with generator matrices that are sparsest and balanced. In this context, sparsest means that every row has the least possible number of non-zero entries, and balanced means that every column contai...
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description | We consider the problem of constructing linear Maximum Distance Separable (MDS) error-correcting codes with generator matrices that are sparsest and balanced. In this context, sparsest means that every row has the least possible number of non-zero entries, and balanced means that every column contains the same number of non-zero entries. Codes with this structure minimize the maximal computation time of computing any code symbol, a property that is appealing to systems where computational load-balancing is critical. The problem was studied before by Dau et al. where it was shown that there always exists an MDS code over a sufficiently large field such that its generator matrix is both sparsest and balanced. However, the construction is not explicit and more importantly, the resulting MDS codes do not lend themselves to efficient error correction. With an eye towards explicit constructions with efficient decoding, we show in this paper that the generator matrix of a cyclic Reed-Solomon code of length \(n\) and dimension \(k\) can always be transformed to one that is both sparsest and balanced, for all parameters \(n\) and \(k\) where \(\frac{k}{n}(n - k + 1)\) is an integer. |
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In this context, sparsest means that every row has the least possible number of non-zero entries, and balanced means that every column contains the same number of non-zero entries. Codes with this structure minimize the maximal computation time of computing any code symbol, a property that is appealing to systems where computational load-balancing is critical. The problem was studied before by Dau et al. where it was shown that there always exists an MDS code over a sufficiently large field such that its generator matrix is both sparsest and balanced. However, the construction is not explicit and more importantly, the resulting MDS codes do not lend themselves to efficient error correction. With an eye towards explicit constructions with efficient decoding, we show in this paper that the generator matrix of a cyclic Reed-Solomon code of length \(n\) and dimension \(k\) can always be transformed to one that is both sparsest and balanced, for all parameters \(n\) and \(k\) where \(\frac{k}{n}(n - k + 1)\) is an integer.</description><identifier>EISSN: 2331-8422</identifier><language>eng</language><publisher>Ithaca: Cornell University Library, arXiv.org</publisher><subject>Codes ; Columnar structure ; Computing time ; Decoding ; Error correcting codes ; Error correction ; Error correction & detection ; Mathematical analysis ; Matrix methods ; Reed-Solomon codes</subject><ispartof>arXiv.org, 2016-01</ispartof><rights>2016. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). 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Codes with this structure minimize the maximal computation time of computing any code symbol, a property that is appealing to systems where computational load-balancing is critical. The problem was studied before by Dau et al. where it was shown that there always exists an MDS code over a sufficiently large field such that its generator matrix is both sparsest and balanced. However, the construction is not explicit and more importantly, the resulting MDS codes do not lend themselves to efficient error correction. With an eye towards explicit constructions with efficient decoding, we show in this paper that the generator matrix of a cyclic Reed-Solomon code of length \(n\) and dimension \(k\) can always be transformed to one that is both sparsest and balanced, for all parameters \(n\) and \(k\) where \(\frac{k}{n}(n - k + 1)\) is an integer.</description><subject>Codes</subject><subject>Columnar structure</subject><subject>Computing time</subject><subject>Decoding</subject><subject>Error correcting codes</subject><subject>Error correction</subject><subject>Error correction & detection</subject><subject>Mathematical analysis</subject><subject>Matrix methods</subject><subject>Reed-Solomon codes</subject><issn>2331-8422</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNpjYuA0MjY21LUwMTLiYOAtLs4yMDAwMjM3MjU15mSQdkrMScxLTk1RCEpNTdENzs_Jz83PU3DOT0kt5mFgTUvMKU7lhdLcDMpuriHOHroFRfmFpanFJfFZ-aVFeUCpeCMDcwtDQ2MzE3Nj4lQBAMLTKro</recordid><startdate>20160127</startdate><enddate>20160127</enddate><creator>Halbawi, Wael</creator><creator>Liu, Zihan</creator><creator>Hassibi, Babak</creator><general>Cornell University Library, arXiv.org</general><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M7S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope></search><sort><creationdate>20160127</creationdate><title>Balanced Reed-Solomon Codes</title><author>Halbawi, Wael ; Liu, Zihan ; Hassibi, Babak</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-proquest_journals_20781136473</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Codes</topic><topic>Columnar structure</topic><topic>Computing time</topic><topic>Decoding</topic><topic>Error correcting codes</topic><topic>Error correction</topic><topic>Error correction & detection</topic><topic>Mathematical analysis</topic><topic>Matrix methods</topic><topic>Reed-Solomon codes</topic><toplevel>online_resources</toplevel><creatorcontrib>Halbawi, Wael</creatorcontrib><creatorcontrib>Liu, Zihan</creatorcontrib><creatorcontrib>Hassibi, Babak</creatorcontrib><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Halbawi, Wael</au><au>Liu, Zihan</au><au>Hassibi, Babak</au><format>book</format><genre>document</genre><ristype>GEN</ristype><atitle>Balanced Reed-Solomon Codes</atitle><jtitle>arXiv.org</jtitle><date>2016-01-27</date><risdate>2016</risdate><eissn>2331-8422</eissn><abstract>We consider the problem of constructing linear Maximum Distance Separable (MDS) error-correcting codes with generator matrices that are sparsest and balanced. 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With an eye towards explicit constructions with efficient decoding, we show in this paper that the generator matrix of a cyclic Reed-Solomon code of length \(n\) and dimension \(k\) can always be transformed to one that is both sparsest and balanced, for all parameters \(n\) and \(k\) where \(\frac{k}{n}(n - k + 1)\) is an integer.</abstract><cop>Ithaca</cop><pub>Cornell University Library, arXiv.org</pub><oa>free_for_read</oa></addata></record> |
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subjects | Codes Columnar structure Computing time Decoding Error correcting codes Error correction Error correction & detection Mathematical analysis Matrix methods Reed-Solomon codes |
title | Balanced Reed-Solomon Codes |
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