{"id":{"repo_id":"texas-state","oai_identifier":"oai:digital.library.txst.edu:10877/5379"},"canonical_url":"https://search.dev.ndltd.org/etd/texas-state/oai:digital.library.txst.edu:10877/5379","repository":{"repo_id":"texas-state","name":"Texas State University","base_url":"https://digital.library.txst.edu/server/oai/request"},"display":{"title":"Customized Data Compression: Automatically Synthesizing Effective Data Compression and Decompression Algorithms","abstract":"With the exponential increase in the amount of data humans are generating, there is a progressive need for developing effective high-speed data compression techniques. However, developing an algorithm that just compresses data well is not sufficient. A good compression technique should also minimize the compression and decompression time. This project focuses on automatically synthesizing compression and decompression algorithms for a given data type. In particular, it employs search techniques to mix and match different transformation, prediction, and encoding components to determine the most efficient configurations.","abstract_html":"With the exponential increase in the amount of data humans are generating, there is a progressive need for developing effective high-speed data compression techniques. However, developing an algorithm that just compresses data well is not sufficient. A good compression technique should also minimize the compression and decompression time. This project focuses on automatically synthesizing compression and decompression algorithms for a given data type. In particular, it employs search techniques to mix and match different transformation, prediction, and encoding components to determine the most efficient configurations.","abstract_has_math":false,"creators":["Mukka, Hari Santhosh Manikanta Kumar"],"institution":"Texas State University","degree_name":"Master of Science","degree_level":"Masters","degree_discipline":"Computer Science","degree_department":null,"school":null,"contributors":[],"advisors":["Burtscher, Martin"],"committee_chairs":[],"committee_members":["Ngu, Anne H.H.","Tamir, Dan E."],"year":2014,"date_issued":"2014-12","date_published":"2014-12","updated_at":"2026-07-27T21:22:32Z","subjects":["computer science","algorithms","programming","genetic","exhaustive"],"languages":["en"],"rights":[],"rights_urls":[],"identifier_entries":[]},"links":{"outbound_url":"https://hdl.handle.net/10877/5379","outbound_label":"Handle","outbound_source":"dc:identifier.uri"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor.advisor","label":"Advisor","values":["Burtscher, Martin"]},{"key":"dc:contributor.committeemember","label":"Committee Member","values":["Ngu, Anne H.H.","Tamir, Dan E."]},{"key":"dc:creator","label":"Author","values":["Mukka, Hari Santhosh Manikanta Kumar"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date.accessioned","label":"Dc Date Accessioned","values":["2014-12-19T17:48:46Z"]},{"key":"dc:date.available","label":"Dc Date Available","values":["2014-12-19T17:48:46Z"]},{"key":"dc:date.issued","label":"Date","values":["2014-12"]},{"key":"dc:type","label":"Dc Type","values":["Thesis"]},{"key":"thesis:degree_discipline","label":"Discipline","values":["Computer Science"]},{"key":"thesis:degree_level","label":"Degree Level","values":["Masters"]},{"key":"thesis:degree_name","label":"Degree Name","values":["Master of Science"]},{"key":"thesis:institution_name","label":"Thesis Institution Name","values":["Texas State University"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["computer science","algorithms","programming","genetic","exhaustive"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language.iso","label":"Language (ISO)","values":["en"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier.uri","label":"Identifier URI","values":["https://hdl.handle.net/10877/5379"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description.abstract","label":"Abstract","values":["With the exponential increase in the amount of data humans are generating, there is a progressive need for developing effective high-speed data compression techniques. However, developing an algorithm that just compresses data well is not sufficient. A good compression technique should also minimize the compression and decompression time. This project focuses on automatically synthesizing compression and decompression algorithms for a given data type. In particular, it employs search techniques to mix and match different transformation, prediction, and encoding components to determine the most efficient configurations."]},{"key":"dc:format","label":"Dc Format","values":["Text"]},{"key":"dc:format.medium","label":"Dc Format Medium","values":["1 file (.pdf)"]},{"key":"dc:title","label":"Title","values":["Customized Data Compression: Automatically Synthesizing Effective Data Compression and Decompression Algorithms"]}]}],"canonical_facts":{"dc:contributor.advisor":["Burtscher, Martin"],"dc:contributor.committeemember":["Ngu, Anne H.H.","Tamir, Dan E."],"dc:creator":["Mukka, Hari Santhosh Manikanta Kumar"],"dc:date.accessioned":["2014-12-19T17:48:46Z"],"dc:date.available":["2014-12-19T17:48:46Z"],"dc:date.issued":["2014-12"],"dc:description.abstract":["With the exponential increase in the amount of data humans are generating, there is a progressive need for developing effective high-speed data compression techniques. However, developing an algorithm that just compresses data well is not sufficient. A good compression technique should also minimize the compression and decompression time. This project focuses on automatically synthesizing compression and decompression algorithms for a given data type. In particular, it employs search techniques to mix and match different transformation, prediction, and encoding components to determine the most efficient configurations."],"dc:format":["Text"],"dc:format.medium":["1 file (.pdf)"],"dc:identifier.uri":["https://hdl.handle.net/10877/5379"],"dc:language.iso":["en"],"dc:subject":["computer science","algorithms","programming","genetic","exhaustive"],"dc:title":["Customized Data Compression: Automatically Synthesizing Effective Data Compression and Decompression Algorithms"],"dc:type":["Thesis"],"thesis:degree_discipline":["Computer Science"],"thesis:degree_level":["Masters"],"thesis:degree_name":["Master of Science"],"thesis:institution_name":["Texas State University"]},"updated_at":"2026-07-27T21:22:32Z"}