{"id":"https://openalex.org/W2900588685","doi":"https://doi.org/10.1109/ictc.2018.8539474","title":"Performance Study of Distributed Big Data Analysis in YARN Cluster","display_name":"Performance Study of Distributed Big Data Analysis in YARN Cluster","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2900588685","doi":"https://doi.org/10.1109/ictc.2018.8539474","mag":"2900588685"},"language":"en","primary_location":{"id":"doi:10.1109/ictc.2018.8539474","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc.2018.8539474","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","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/A5112589359","display_name":"Hoo Young Ahn","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hoo Young Ahn","raw_affiliation_strings":["KSB Convergence Research Department, ETRI, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KSB Convergence Research Department, ETRI, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014903441","display_name":"Hyunjae Kim","orcid":"https://orcid.org/0000-0001-9749-266X"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyunjae Kim","raw_affiliation_strings":["KSB Convergence Research Department, ETRI, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KSB Convergence Research Department, ETRI, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035730688","display_name":"Woongshik You","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"WoongShik You","raw_affiliation_strings":["KSB Convergence Research Department, ETRI, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KSB Convergence Research Department, ETRI, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5112589359"],"corresponding_institution_ids":["https://openalex.org/I142401562"],"apc_list":null,"apc_paid":null,"fwci":1.1781,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.85824738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1261","last_page":"1266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9922000169754028,"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":0.9922000169754028,"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":0.9868999719619751,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/spark","display_name":"SPARK (programming language)","score":0.8992171883583069},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8779038786888123},{"id":"https://openalex.org/keywords/yarn","display_name":"Yarn","score":0.8421489596366882},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.829026460647583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8112959861755371},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5762031674385071},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5392113924026489},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42416390776634216},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.4232219457626343},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4192304015159607},{"id":"https://openalex.org/keywords/distributed-data-store","display_name":"Distributed data store","score":0.41876888275146484},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3578650951385498},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2218870222568512},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13530009984970093},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11046609282493591}],"concepts":[{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.8992171883583069},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8779038786888123},{"id":"https://openalex.org/C2778787235","wikidata":"https://www.wikidata.org/wiki/Q49007","display_name":"Yarn","level":2,"score":0.8421489596366882},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.829026460647583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8112959861755371},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5762031674385071},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5392113924026489},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42416390776634216},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.4232219457626343},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4192304015159607},{"id":"https://openalex.org/C24885549","wikidata":"https://www.wikidata.org/wiki/Q339678","display_name":"Distributed data store","level":2,"score":0.41876888275146484},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3578650951385498},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2218870222568512},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13530009984970093},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11046609282493591},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc.2018.8539474","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc.2018.8539474","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2155072926","https://openalex.org/W2186615578","https://openalex.org/W2527672088","https://openalex.org/W2576683119","https://openalex.org/W2603976715","https://openalex.org/W2606722458","https://openalex.org/W2609731728","https://openalex.org/W2743948853","https://openalex.org/W2767689041","https://openalex.org/W2808412236","https://openalex.org/W2808622995","https://openalex.org/W2902867152","https://openalex.org/W2964108773","https://openalex.org/W2984509121","https://openalex.org/W4293773952","https://openalex.org/W4297812539","https://openalex.org/W6636976853","https://openalex.org/W6686509673","https://openalex.org/W6727291802","https://openalex.org/W6730956707","https://openalex.org/W6738145904","https://openalex.org/W6756809345"],"related_works":["https://openalex.org/W2766461310","https://openalex.org/W4247566972","https://openalex.org/W4388692845","https://openalex.org/W3202731209","https://openalex.org/W3211874991","https://openalex.org/W3129662905","https://openalex.org/W2084547067","https://openalex.org/W3081448375","https://openalex.org/W1834679979","https://openalex.org/W2353225269"],"abstract_inverted_index":{"In":[0,60],"the":[1,24,44,56,65,74,84,95,101,114,131],"4-th":[2],"Industrial":[3],"Revolution":[4],"era,":[5],"various":[6],"intelligent":[7,22],"solutions":[8],"and":[9,33,40,80,133,138,146,151],"services":[10],"have":[11],"been":[12],"emerging":[13],"recently.":[14],"To":[15],"provide":[16],"high":[17],"quality":[18],"service":[19],"in":[20,52,89,148],"those":[21],"applications,":[23],"big":[25,45,77,110],"data":[26,46,78,111,145],"should":[27,49],"be":[28,50],"collected":[29],"without":[30],"any":[31],"loss":[32],"comprehensively":[34],"analyzed.":[35],"Especially,":[36],"when":[37],"using":[38],"machine":[39,137],"deep":[41,104,139],"learning":[42,105,140],"techniques,":[43],"processing":[47,79,143],"delays":[48],"minimized":[51],"order":[53],"to":[54,108],"guarantee":[55],"freshness":[57],"of":[58,67,73,87,97,135],"models.":[59],"this":[61],"paper,":[62],"we":[63,93,117],"evaluate":[64,94],"performance":[66,85,96,132],"Apache":[68],"Spark":[69,88,121],"which":[70,99],"is":[71,100,124],"one":[72],"most":[75],"popular":[76],"analysis":[81,86],"frameworks.":[82],"Beyond":[83],"distributed":[90,103,136,152],"cluster":[91],"environment,":[92],"TensorFlowOnSpark":[98],"promising":[102],"framework":[106,128],"designed":[107],"handle":[109],"efficiently.":[112],"From":[113],"experimental":[115],"results,":[116],"can":[118],"conclude":[119],"that":[120,129],"on":[122],"YARN":[123],"a":[125,149],"solid":[126],"underlying":[127],"guarantees":[130],"scalability":[134],"by":[141],"efficiently":[142],"its":[144],"algorithms":[147],"parallel":[150],"manner.":[153]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}