{"id":"https://openalex.org/W4294024524","doi":"https://doi.org/10.1186/s13677-022-00312-7","title":"BTP: automatic identification and prediction of tasks in data center networks","display_name":"BTP: automatic identification and prediction of tasks in data center networks","publication_year":2022,"publication_date":"2022-09-01","ids":{"openalex":"https://openalex.org/W4294024524","doi":"https://doi.org/10.1186/s13677-022-00312-7"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-022-00312-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00312-7","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00312-7","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00312-7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009003415","display_name":"Shaojun Zou","orcid":"https://orcid.org/0000-0001-9770-3308"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaojun Zou","raw_affiliation_strings":["Hunan Province Key Laboratory of Industrial Internet Technology and Security, Changsha University, Changsha, 410022, China","School of Computer Science and Engineering, Central South University, Changsha, 410083, China","School of Computer Science and Engineering, Changsha University, Changsha, 410022, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan Province Key Laboratory of Industrial Internet Technology and Security, Changsha University, Changsha, 410022, China","institution_ids":["https://openalex.org/I198357462"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Changsha University, Changsha, 410022, China","institution_ids":["https://openalex.org/I198357462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101592657","display_name":"Wei Ji","orcid":"https://orcid.org/0000-0001-9526-9886"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Ji","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, 410083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008483730","display_name":"Jiawei Huang","orcid":"https://orcid.org/0000-0002-7578-4490"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Huang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, 410083, China"],"raw_orcid":"https://orcid.org/0000-0002-7578-4490","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.16816046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9961000084877014,"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":0.9919999837875366,"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/computer-science","display_name":"Computer science","score":0.8342558145523071},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7041879892349243},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6475846767425537},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5678048729896545},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5283043384552002},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.5009186267852783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4729960858821869},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4488445222377777},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.41987141966819763}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8342558145523071},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7041879892349243},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6475846767425537},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5678048729896545},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5283043384552002},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.5009186267852783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4729960858821869},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4488445222377777},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.41987141966819763},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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":2,"locations":[{"id":"doi:10.1186/s13677-022-00312-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00312-7","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00312-7","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:560938e0701e4c44aef58069c6d28d2d","is_oa":true,"landing_page_url":"https://doaj.org/article/560938e0701e4c44aef58069c6d28d2d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 11, Iss 1, Pp 1-11 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-022-00312-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00312-7","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00312-7","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7300000190734863}],"awards":[{"id":"https://openalex.org/G1923906861","display_name":null,"funder_award_id":"62102047","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3358112784","display_name":null,"funder_award_id":"62132022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3820897065","display_name":"\u6570\u636e\u4e2d\u5fc3\u7f51\u7edc\u4e2d\u9762\u5411\u865a\u62df\u5316\u73af\u5883\u7684\u4f20\u8f93\u63a7\u5236\u673a\u5236\u7814\u7a76","funder_award_id":"61872403","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G511001215","display_name":null,"funder_award_id":"2019TP1011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8643072783","display_name":"\u9762\u5411\u6570\u636e\u4e2d\u5fc3\u7f51\u7edc\u5f02\u6784\u6d41\u91cf\u7684\u8d1f\u8f7d\u5747\u8861\u673a\u5236\u7814\u7a76","funder_award_id":"61872387","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":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4294024524.pdf","grobid_xml":"https://content.openalex.org/works/W4294024524.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1545728916","https://openalex.org/W1604979084","https://openalex.org/W2061034685","https://openalex.org/W2488801318","https://openalex.org/W2498485025","https://openalex.org/W2540750097","https://openalex.org/W2558552762","https://openalex.org/W2563188592","https://openalex.org/W2594041104","https://openalex.org/W2744698795","https://openalex.org/W2745734086","https://openalex.org/W2768710090","https://openalex.org/W2824027552","https://openalex.org/W2911627113","https://openalex.org/W2913192077","https://openalex.org/W2982594333","https://openalex.org/W2982686855","https://openalex.org/W2993199282","https://openalex.org/W3006487403","https://openalex.org/W3010029395","https://openalex.org/W3014418536","https://openalex.org/W3031618744","https://openalex.org/W3034384938","https://openalex.org/W3046330538","https://openalex.org/W3048089783","https://openalex.org/W3113087950","https://openalex.org/W3132727954","https://openalex.org/W3160520312","https://openalex.org/W3176285300","https://openalex.org/W3187688083","https://openalex.org/W3202704257","https://openalex.org/W3211352526","https://openalex.org/W4210381327","https://openalex.org/W4251459357","https://openalex.org/W4253704642","https://openalex.org/W4255119735"],"related_works":["https://openalex.org/W1975949872","https://openalex.org/W3159871278","https://openalex.org/W2230552005","https://openalex.org/W2905242764","https://openalex.org/W4391094140","https://openalex.org/W3109411864","https://openalex.org/W3017846737","https://openalex.org/W4379407450","https://openalex.org/W3003280185","https://openalex.org/W2613379984"],"abstract_inverted_index":{"Abstract":[0],"Modern":[1],"data":[2],"centers":[3],"have":[4,33],"widely":[5],"deployed":[6],"lots":[7],"of":[8,26,42,46,108],"cluster":[9,27],"computing":[10,28],"applications":[11,48],"such":[12],"as":[13],"MapReduce":[14],"and":[15,75,120,131],"Spark.":[16],"Since":[17],"the":[18,24,47,77,93,102,122],"coflow/task":[19],"abstraction":[20],"can":[21,116],"exactly":[22],"express":[23],"requirements":[25],"applications,":[29],"various":[30],"task-based":[31],"solutions":[32,43],"been":[34],"proposed":[35],"to":[36,49,72,87,100,139],"improve":[37],"application-level":[38],"performance.":[39],"However,":[40],"most":[41],"require":[44],"modification":[45],"obtain":[50],"task":[51,74,119],"information,":[52],"making":[53],"them":[54],"impractical":[55],"in":[56],"many":[57],"scenarios.":[58],"In":[59],"this":[60],"paper,":[61],"we":[62,81,96,112],"propose":[63],"a":[64,106],"Bayesian":[65],"decision-based":[66],"Task":[67],"Prediction":[68],"mechanism":[69,86],"named":[70],"BTP":[71,115,127],"identify":[73,88,118],"predict":[76,101,121],"task-size":[78,103,123],"category.":[79,104,124],"First,":[80],"design":[82],"an":[83],"automatic":[84],"identification":[85],"tasks":[89],"without":[90],"manually":[91],"modifying":[92],"applications.":[94],"Then":[95],"leverage":[97],"bayesian":[98],"decision":[99],"Through":[105],"series":[107],"large-scale":[109],"NS2":[110],"simulations,":[111],"demonstrate":[113],"that":[114],"accurately":[117],"More":[125],"specifically,":[126],"achieves":[128],"96%":[129],"precision":[130],"92%":[132],"recall":[133],"while":[134],"obtaining":[135],"accuracy":[136],"by":[137],"up":[138],"98%.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
