{"id":"https://openalex.org/W1636320021","doi":"https://doi.org/10.1109/indin.2015.7281711","title":"Performance evaluation and tuning for MapReduce computing in Hadoop distributed file system","display_name":"Performance evaluation and tuning for MapReduce computing in Hadoop distributed file system","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1636320021","doi":"https://doi.org/10.1109/indin.2015.7281711","mag":"1636320021"},"language":"en","primary_location":{"id":"doi:10.1109/indin.2015.7281711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2015.7281711","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 13th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-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/A5047923732","display_name":"Jongyeop Kim","orcid":"https://orcid.org/0000-0002-1068-9855"},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jongyeop Kim","raw_affiliation_strings":["Department of Computer Science, Oklahoma State University, Stillwater, OK, USA","Department of Computer Science, Oklahoma State University, Stillwater, OK 74075, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Oklahoma State University, Stillwater, OK, USA","institution_ids":["https://openalex.org/I115475287"]},{"raw_affiliation_string":"Department of Computer Science, Oklahoma State University, Stillwater, OK 74075, USA","institution_ids":["https://openalex.org/I115475287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066277688","display_name":"Tarun Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"T K Ashwin Kumar","raw_affiliation_strings":["Department of Computer Science, Oklahoma State University, Stillwater, OK, USA","Department of Computer Science, Oklahoma State University, Stillwater, OK 74075, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Oklahoma State University, Stillwater, OK, USA","institution_ids":["https://openalex.org/I115475287"]},{"raw_affiliation_string":"Department of Computer Science, Oklahoma State University, Stillwater, OK 74075, USA","institution_ids":["https://openalex.org/I115475287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051336430","display_name":"K. M. George","orcid":"https://orcid.org/0000-0002-7391-2444"},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. M. George","raw_affiliation_strings":["Department of Computer Science, Oklahoma State University, Stillwater, OK, USA","Department of Computer Science, Oklahoma State University, Stillwater, OK 74075, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Oklahoma State University, Stillwater, OK, USA","institution_ids":["https://openalex.org/I115475287"]},{"raw_affiliation_string":"Department of Computer Science, Oklahoma State University, Stillwater, OK 74075, USA","institution_ids":["https://openalex.org/I115475287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043810489","display_name":"Nohpill Park","orcid":"https://orcid.org/0000-0003-1669-6148"},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nohpill Park","raw_affiliation_strings":["Department of Computer Science, Oklahoma State University, Stillwater, OK, USA","Department of Computer Science, Oklahoma State University, Stillwater, OK 74075, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Oklahoma State University, Stillwater, OK, USA","institution_ids":["https://openalex.org/I115475287"]},{"raw_affiliation_string":"Department of Computer Science, Oklahoma State University, Stillwater, OK 74075, USA","institution_ids":["https://openalex.org/I115475287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.4211,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.96838116,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"62","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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":0.9998000264167786,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9945999979972839,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9937999844551086,"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":0.8714379072189331},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.855584442615509},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.7054135799407959},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6029263138771057},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5973262190818787},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5911439061164856},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5536627173423767},{"id":"https://openalex.org/keywords/execution-time","display_name":"Execution time","score":0.5200448036193848},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4735771119594574},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34252452850341797},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21490132808685303},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18794521689414978}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8714379072189331},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.855584442615509},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.7054135799407959},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6029263138771057},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5973262190818787},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5911439061164856},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5536627173423767},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.5200448036193848},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4735771119594574},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34252452850341797},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21490132808685303},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18794521689414978},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin.2015.7281711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2015.7281711","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 13th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1598064945","https://openalex.org/W1834532152","https://openalex.org/W1980376525","https://openalex.org/W2023628927","https://openalex.org/W2079955672","https://openalex.org/W2080686285","https://openalex.org/W2114896543","https://openalex.org/W2122950698","https://openalex.org/W2173213060","https://openalex.org/W2995564009","https://openalex.org/W6639007902"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687","https://openalex.org/W4399363378","https://openalex.org/W1592799665"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,11,24,39,90,106],"method":[4],"to":[5,16,23,45,59,73,114,148],"facilitate":[6,74],"the":[7,18,46,49,75,79,86,116,123,130,141,149,153],"identification":[8,76],"process":[9,77,104],"for":[10,78],"set":[12,80,155],"of":[13,35,48,56,81,89,132,156],"configuration":[14,57,82,101,137,158],"parameters":[15,58,83,102,138],"achieve":[17],"optimal":[19,136],"performance":[20],"with":[21,52,105,152],"respect":[22],"benchmark":[25],"program":[26],"in":[27,29,70,97,112],"HDFS":[28],"an":[30,53],"automated":[31],"manner.":[32],"Performance":[33],"optimization":[34],"Hadoop":[36,157],"processes":[37],"is":[38,68,110],"tedious":[40],"yet":[41],"challenging":[42],"problem":[43],"due":[44],"complexity":[47],"systems":[50],"organization":[51],"extensive":[54],"list":[55],"be":[60],"considered.":[61],"An":[62],"Automated":[63],"Benchmarking":[64],"Configuration":[65],"Method":[66],"(ABCM)":[67],"developed":[69],"this":[71],"work":[72],"that":[84,139],"minimizes":[85],"execution":[87,143,150],"time":[88,119,144,151],"benchmark,":[91],"namely":[92],"TestDFSIO":[93],"Write":[94],"and":[95],"Read":[96],"particular.":[98],"A":[99],"two-phased":[100],"selection":[103],"simple":[107],"sampling":[108],"technique":[109],"proposed":[111,124],"order":[113],"mediate":[115],"exponential":[117],"computation":[118],"otherwise.":[120],"By":[121],"using":[122],"technique,":[125],"we":[126],"have":[127],"automatically":[128],"found":[129],"sets":[131],"top":[133],"five":[134],"selected":[135],"reduced":[140],"average":[142],"by":[145],"32%":[146],"compared":[147],"default":[154],"parameters.":[159]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
