{"id":"https://openalex.org/W2006699038","doi":"https://doi.org/10.4018/ijcac.2013100104","title":"A Context-Based Performance Enhancement Algorithm for Columnar Storage in MapReduce with Hive","display_name":"A Context-Based Performance Enhancement Algorithm for Columnar Storage in MapReduce with Hive","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W2006699038","doi":"https://doi.org/10.4018/ijcac.2013100104","mag":"2006699038"},"language":"en","primary_location":{"id":"doi:10.4018/ijcac.2013100104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijcac.2013100104","pdf_url":null,"source":{"id":"https://openalex.org/S4210173373","display_name":"International Journal of Cloud Applications and Computing","issn_l":"2156-1826","issn":["2156-1826","2156-1834"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Cloud Applications and Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046414549","display_name":"Yashvardhan Sharma","orcid":"https://orcid.org/0000-0002-6024-1872"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Yashvardhan Sharma","raw_affiliation_strings":["Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Pilani, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103796560","display_name":"Saurabh Verma","orcid":null},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saurabh Verma","raw_affiliation_strings":["Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Pilani, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011341523","display_name":"Sumit Kumar","orcid":"https://orcid.org/0000-0002-3197-5033"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sumit Kumar","raw_affiliation_strings":["Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Pilani, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001437380","display_name":"Utkarsh Shivam","orcid":null},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shivam U.","raw_affiliation_strings":["Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Pilani, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046414549"],"corresponding_institution_ids":["https://openalex.org/I74796645"],"apc_list":null,"apc_paid":null,"fwci":0.809,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81710409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"3","issue":"4","first_page":"38","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8601698875427246},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7650665044784546},{"id":"https://openalex.org/keywords/distributed-file-system","display_name":"Distributed File System","score":0.6241747140884399},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6032677888870239},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.5619739294052124},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5468412041664124},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.5278810262680054},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.4721004366874695},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4561549723148346},{"id":"https://openalex.org/keywords/yarn","display_name":"Yarn","score":0.4357186257839203},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4348730444908142},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4182770848274231},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3415558934211731}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8601698875427246},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7650665044784546},{"id":"https://openalex.org/C152043487","wikidata":"https://www.wikidata.org/wiki/Q1229600","display_name":"Distributed File System","level":2,"score":0.6241747140884399},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6032677888870239},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.5619739294052124},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5468412041664124},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5278810262680054},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.4721004366874695},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4561549723148346},{"id":"https://openalex.org/C2778787235","wikidata":"https://www.wikidata.org/wiki/Q49007","display_name":"Yarn","level":2,"score":0.4357186257839203},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4348730444908142},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4182770848274231},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3415558934211731},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijcac.2013100104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijcac.2013100104","pdf_url":null,"source":{"id":"https://openalex.org/S4210173373","display_name":"International Journal of Cloud Applications and Computing","issn_l":"2156-1826","issn":["2156-1826","2156-1834"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Cloud Applications and Computing","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jcac00:v:3:y:2013:i:4:p:38-50","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/ijcac.2013100104","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1967344300","https://openalex.org/W1980295372","https://openalex.org/W1997020216","https://openalex.org/W2005112390","https://openalex.org/W2038685484","https://openalex.org/W2055533652","https://openalex.org/W2085601491","https://openalex.org/W2104993419","https://openalex.org/W2110086534","https://openalex.org/W2114303224","https://openalex.org/W2119738171","https://openalex.org/W2157355837","https://openalex.org/W2173213060","https://openalex.org/W3138367763","https://openalex.org/W6638231387","https://openalex.org/W6758383543"],"related_works":["https://openalex.org/W2078851640","https://openalex.org/W2381070915","https://openalex.org/W2352481835","https://openalex.org/W2392493391","https://openalex.org/W4200164335","https://openalex.org/W2109471562","https://openalex.org/W2090695246","https://openalex.org/W2378508949","https://openalex.org/W3199747891","https://openalex.org/W2233862028"],"abstract_inverted_index":{"To":[0],"achieve":[1],"high":[2,46,59],"reliability":[3],"and":[4,31,49,179,191],"scalability,":[5],"most":[6],"large-scale":[7],"data":[8,29,32,81,86,107],"warehouse":[9,82],"systems":[10],"have":[11,64],"adopted":[12],"the":[13,75,96,100,112,118,123,134,137,143,151,160,163,174,182,186,195,207],"cluster-based":[14,80],"architecture.":[15],"In":[16,70,149,194],"this":[17,71],"context,":[18],"MapReduce":[19,38,97],"has":[20,111,169],"emerged":[21],"as":[22,45],"a":[23,52,78,106,199],"promising":[24],"architecture":[25],"for":[26,85,122,162,188],"large":[27],"scale":[28],"warehousing":[30],"analytics":[33],"on":[34,88,181],"commodity":[35],"clusters.":[36],"The":[37,129,140],"framework":[39,98],"offers":[40],"several":[41],"lucrative":[42],"features":[43],"such":[44],"fault-tolerance,":[47],"scalability":[48],"use":[50],"of":[51,54,77,95,102,136,142,165,176],"variety":[53],"hardware":[55],"from":[56],"low":[57],"to":[58,114,158],"range.":[60],"But":[61],"these":[62],"benefits":[63],"resulted":[65],"in":[66],"substantial":[67],"performance":[68,135,190],"compromise.":[69],"paper,":[72],"we":[73],"propose":[74],"design":[76],"novel":[79],"system,":[83,197],"Daenyrys":[84,104,168],"processing":[87],"Hadoop":[89],"\u2013":[90],"an":[91,170],"open":[92],"source":[93],"implementation":[94],"under":[99],"umbrella":[101],"Apache.":[103],"is":[105,146,204],"management":[108],"system":[109,127],"which":[110],"capability":[113],"take":[115],"decision":[116],"about":[117],"optimum":[119,130,144],"partitioning":[120,131,145,164],"scheme":[121,132],"Hadoop's":[124],"distributed":[125],"file":[126],"(DFS).":[128],"improves":[133],"complete":[138],"framework.":[139],"choice":[141],"query-context":[147],"dependent.":[148],"Daenyrys,":[150],"columns":[152],"are":[153],"formed":[154],"into":[155],"optimized":[156],"groups":[157],"provide":[159],"basis":[161],"tables":[166],"vertically.":[167],"algorithm":[171],"that":[172],"monitors":[173],"context":[175],"current":[177],"queries":[178],"based":[180],"observations,":[183],"it":[184],"re-partitions":[185],"DFS":[187],"better":[189],"resource":[192],"utilization.":[193],"proposed":[196],"Hive,":[198],"MapReduce-based":[200],"SQL-like":[201],"query":[202],"engine":[203],"supported":[205],"above":[206],"DFS.":[208]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}