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In this research paper, a novel method of improving the clustered distributed indices for efficient text retrieval using threads is presented. In text retrieval, text search refers to a technique of searching stored document or database. In a full text search, the search engine examines all the words in every stored document as it tries to match search words supplied by the user. When dealing with a small number of documents, the full-text search engine performs a serial scan, where it directly scans the contents of the documents with each query.
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