{"id":"https://openalex.org/W3087829133","doi":"https://doi.org/10.1109/jsyst.2020.3022286","title":"Noninvasive MapReduce Performance Tuning Using Multiple Tuning Methods on Hadoop","display_name":"Noninvasive MapReduce Performance Tuning Using Multiple Tuning Methods on Hadoop","publication_year":2020,"publication_date":"2020-09-25","ids":{"openalex":"https://openalex.org/W3087829133","doi":"https://doi.org/10.1109/jsyst.2020.3022286","mag":"3087829133"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2020.3022286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2020.3022286","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","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/A5007190842","display_name":"Donghua Chen","orcid":"https://orcid.org/0000-0003-1786-7551"},"institutions":[{"id":"https://openalex.org/I146563203","display_name":"University of International Business and Economics","ror":"https://ror.org/05khqpb71","country_code":"CN","type":"education","lineage":["https://openalex.org/I146563203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Donghua Chen","raw_affiliation_strings":["School of Information Technology and Management, University of International Business and Economics, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1786-7551","affiliations":[{"raw_affiliation_string":"School of Information Technology and Management, University of International Business and Economics, Beijing, China","institution_ids":["https://openalex.org/I146563203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008891083","display_name":"Runtong Zhang","orcid":"https://orcid.org/0000-0003-0246-5058"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runtong Zhang","raw_affiliation_strings":["Department of Information Management, School of Economics and Management, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0246-5058","affiliations":[{"raw_affiliation_string":"Department of Information Management, School of Economics and Management, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028404393","display_name":"Robin G. Qiu","orcid":"https://orcid.org/0000-0003-4694-1378"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robin Guanghua Qiu","raw_affiliation_strings":["Division of Engineering and Information Science, Pennsylvania State University, Malvern, PA, USA"],"raw_orcid":"https://orcid.org/0000-0003-4694-1378","affiliations":[{"raw_affiliation_string":"Division of Engineering and Information Science, Pennsylvania State University, Malvern, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3606,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86538116,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"15","issue":"2","first_page":"2906","last_page":"2917"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991999864578247,"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":0.9991999864578247,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9940000176429749,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9811999797821045,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8577936887741089},{"id":"https://openalex.org/keywords/performance-tuning","display_name":"Performance tuning","score":0.8440268635749817},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5992481112480164},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4869502782821655},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.486905962228775},{"id":"https://openalex.org/keywords/execution-time","display_name":"Execution time","score":0.4267144203186035},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3512513041496277},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.321992963552475},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.247866690158844},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.21616694331169128}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8577936887741089},{"id":"https://openalex.org/C2777138346","wikidata":"https://www.wikidata.org/wiki/Q1714153","display_name":"Performance tuning","level":2,"score":0.8440268635749817},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5992481112480164},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4869502782821655},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.486905962228775},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.4267144203186035},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3512513041496277},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.321992963552475},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.247866690158844},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21616694331169128}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsyst.2020.3022286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2020.3022286","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2152698108","display_name":null,"funder_award_id":"18ZDA086","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3376678438","display_name":null,"funder_award_id":"71532002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W181733065","https://openalex.org/W1523436756","https://openalex.org/W1582576952","https://openalex.org/W1834532152","https://openalex.org/W1980376525","https://openalex.org/W1981266946","https://openalex.org/W1984596556","https://openalex.org/W2001040824","https://openalex.org/W2038361169","https://openalex.org/W2044936152","https://openalex.org/W2058340614","https://openalex.org/W2097998348","https://openalex.org/W2112731002","https://openalex.org/W2114013702","https://openalex.org/W2122950698","https://openalex.org/W2132399973","https://openalex.org/W2149958576","https://openalex.org/W2155382668","https://openalex.org/W2162109635","https://openalex.org/W2162737890","https://openalex.org/W2171074980","https://openalex.org/W2173213060","https://openalex.org/W2185937698","https://openalex.org/W2192128865","https://openalex.org/W2251484078","https://openalex.org/W2310805043","https://openalex.org/W2336687883","https://openalex.org/W2497069692","https://openalex.org/W2589755300","https://openalex.org/W2752180600","https://openalex.org/W2770900373","https://openalex.org/W2941034199","https://openalex.org/W2955781857","https://openalex.org/W2963745734","https://openalex.org/W2982610071","https://openalex.org/W2998222583","https://openalex.org/W3000527105","https://openalex.org/W3022630129","https://openalex.org/W3027074067","https://openalex.org/W3027193581","https://openalex.org/W3041974779","https://openalex.org/W3047406883","https://openalex.org/W3102143361","https://openalex.org/W4324106947","https://openalex.org/W6639007902","https://openalex.org/W6674385629","https://openalex.org/W6682362369","https://openalex.org/W6686668424","https://openalex.org/W6702989015","https://openalex.org/W6753724254","https://openalex.org/W6765054088","https://openalex.org/W6772272539","https://openalex.org/W6777424764","https://openalex.org/W6781193870"],"related_works":["https://openalex.org/W2429057255","https://openalex.org/W2187546663","https://openalex.org/W148745890","https://openalex.org/W4389670110","https://openalex.org/W2611942503","https://openalex.org/W4315621326","https://openalex.org/W2899790217","https://openalex.org/W1975475533","https://openalex.org/W3168986600","https://openalex.org/W2900874060"],"abstract_inverted_index":{"There":[0],"are":[1,135],"more":[2],"than":[3],"190":[4],"configuration":[5],"parameters":[6,34,154],"affecting":[7],"the":[8,33,97,108,112],"performance":[9,49,75],"of":[10,28,35,88,101,107,114,140],"MapReduce":[11,37,48,74,89,102,157],"jobs":[12,158],"on":[13,76],"Hadoop.":[14,77],"It":[15],"is":[16,61,118],"time-consuming":[17],"and":[18,53,85,99,125,133,164],"tedious":[19],"for":[20,39,73,130,155],"general":[21],"users":[22],"who":[23],"have":[24],"no":[25],"deep":[26],"knowledge":[27],"Hadoop":[29,59,153],"configuring":[30],"to":[31,46,69],"tune":[32],"a":[36,43,57,138,160],"job":[38],"optimal":[40,152],"performance.":[41,103],"Therefore,":[42],"self-tuning":[44],"system":[45,81],"improve":[47,70],"in":[50,56,95,120,159],"an":[51],"automated":[52],"efficient":[54],"manner":[55],"complicated":[58],"environment":[60],"needed.":[62],"This":[63],"article":[64],"explores":[65],"multiple":[66,115],"tuning":[67,71,98,116,128,141],"methods":[68],"efficiency":[72,132],"The":[78,143],"proposed":[79],"Catla":[80,109],"employs":[82],"succinct":[83],"templates":[84],"proper":[86],"schemes":[87],"algorithms,":[90],"which":[91],"can":[92,150],"be":[93],"incorporated":[94],"facilitating":[96],"optimization":[100],"A":[104],"comprehensive":[105,165],"evaluation":[106],"system,":[110],"with":[111],"support":[113],"approaches,":[117],"discussed":[119],"this":[121],"article.":[122],"Direct":[123],"search-based":[124],"derivative-free":[126],"optimization-based":[127],"techniques":[129],"improved":[131],"usability":[134],"evaluated":[136],"using":[137],"series":[139],"experiments.":[142],"experimental":[144],"results":[145],"reveal":[146],"that":[147],"our":[148],"work":[149],"identify":[151],"deployed":[156],"noninvasive,":[161],"flexible,":[162],"automated,":[163],"manner.":[166]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}