MapReduce Based Approach to Longest Common Subsequence in BioSequences - Bohara, Jnaneshwar;Joshi, Shashidhar Ram
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The Longest Common Subsequence(LCS) identification of biological sequences has significant applications in bioinformatics. Due to the emerging growth in bioinformatics applications, new biological sequences with longer length have been used for processing, making it great challenge for sequential LCS algorithms. Few parallel LCS algorithms have been proposed but their efficiency and effectiveness are not satisfactory with increasing complexity and size of biological data. To overcome limitations of existing LCS algorithms and considering MapReduce programming model as promising technology for…mehr

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Produktbeschreibung
The Longest Common Subsequence(LCS) identification of biological sequences has significant applications in bioinformatics. Due to the emerging growth in bioinformatics applications, new biological sequences with longer length have been used for processing, making it great challenge for sequential LCS algorithms. Few parallel LCS algorithms have been proposed but their efficiency and effectiveness are not satisfactory with increasing complexity and size of biological data. To overcome limitations of existing LCS algorithms and considering MapReduce programming model as promising technology for cost effective high performance parallel computing, MapReduce based parallel algorithm for LCS has been developed. This approach adopts the concepts of successor tables, identical character pairs, successor tree and traversal of successor tree to find Longest Common Subsequence. The hadoop framework is used for the realization of MapReduce model.
Autorenporträt
Mr. Bohara,Computer Engineer at Government of Nepal, is the university topper in M.Sc. in Computer System and Knowledge Engineering at Institute of Engineering(IOE),Tribhuwan University. He worked for 5 years as Sr Java developer in Verisk Analytics and is a Certified Scrum Master.Dr. Joshi,Professor at IOE, is the pioneer of IT education in Nepal.