{"id":"https://openalex.org/W3092291579","doi":"https://doi.org/10.1109/tnet.2020.3027749","title":"Flow-Aware Adaptive Pacing to Mitigate TCP Incast in Data Center Networks","display_name":"Flow-Aware Adaptive Pacing to Mitigate TCP Incast in Data Center Networks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3092291579","doi":"https://doi.org/10.1109/tnet.2020.3027749","mag":"3092291579"},"language":"en","primary_location":{"id":"doi:10.1109/tnet.2020.3027749","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2020.3027749","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"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/ACM Transactions on Networking","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/A5102762044","display_name":"Shaojun Zou","orcid":"https://orcid.org/0009-0007-3694-9532"},"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":true,"raw_author_name":"Shaojun Zou","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","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, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438360","display_name":"Jianxin Wang","orcid":"https://orcid.org/0000-0003-1516-0480"},"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":"Jianxin Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038811034","display_name":"Tian He","orcid":"https://orcid.org/0000-0001-6062-2619"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tian He","raw_affiliation_strings":["University of Minnesota, Minneapolis, MN, USA"],"affiliations":[{"raw_affiliation_string":"University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102762044"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":5.3382,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.9607379,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"14"},"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9994000196456909,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9993000030517578,"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":0.8071507215499878},{"id":"https://openalex.org/keywords/tcp-global-synchronization","display_name":"TCP global synchronization","score":0.6753919124603271},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6302578449249268},{"id":"https://openalex.org/keywords/tcp-acceleration","display_name":"TCP acceleration","score":0.5549086332321167},{"id":"https://openalex.org/keywords/burstiness","display_name":"Burstiness","score":0.5428109765052795},{"id":"https://openalex.org/keywords/tcp-tuning","display_name":"TCP tuning","score":0.5007584095001221},{"id":"https://openalex.org/keywords/zeta-tcp","display_name":"Zeta-TCP","score":0.4995157718658447},{"id":"https://openalex.org/keywords/transmission-control-protocol","display_name":"Transmission Control Protocol","score":0.4315584599971771},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.4089939594268799},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3443831503391266}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8071507215499878},{"id":"https://openalex.org/C162030245","wikidata":"https://www.wikidata.org/wiki/Q2383755","display_name":"TCP global synchronization","level":4,"score":0.6753919124603271},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6302578449249268},{"id":"https://openalex.org/C101452262","wikidata":"https://www.wikidata.org/wiki/Q7669757","display_name":"TCP acceleration","level":4,"score":0.5549086332321167},{"id":"https://openalex.org/C2781023610","wikidata":"https://www.wikidata.org/wiki/Q17006304","display_name":"Burstiness","level":3,"score":0.5428109765052795},{"id":"https://openalex.org/C120837960","wikidata":"https://www.wikidata.org/wiki/Q7669763","display_name":"TCP tuning","level":4,"score":0.5007584095001221},{"id":"https://openalex.org/C30305156","wikidata":"https://www.wikidata.org/wiki/Q8069697","display_name":"Zeta-TCP","level":4,"score":0.4995157718658447},{"id":"https://openalex.org/C33588617","wikidata":"https://www.wikidata.org/wiki/Q8803","display_name":"Transmission Control Protocol","level":3,"score":0.4315584599971771},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.4089939594268799},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3443831503391266}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnet.2020.3027749","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2020.3027749","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"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/ACM Transactions on Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3820897065","display_name":null,"funder_award_id":"61872403","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7544084354","display_name":null,"funder_award_id":"61572530","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8643072783","display_name":null,"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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1503891749","https://openalex.org/W1523910856","https://openalex.org/W1534924226","https://openalex.org/W1620258451","https://openalex.org/W1639808811","https://openalex.org/W1785664926","https://openalex.org/W1864827048","https://openalex.org/W1963563622","https://openalex.org/W1968331080","https://openalex.org/W1974918169","https://openalex.org/W1981611651","https://openalex.org/W1987959657","https://openalex.org/W1997731090","https://openalex.org/W1998471240","https://openalex.org/W2004380039","https://openalex.org/W2034302520","https://openalex.org/W2096812769","https://openalex.org/W2100092760","https://openalex.org/W2104870904","https://openalex.org/W2109195783","https://openalex.org/W2117884704","https://openalex.org/W2125901106","https://openalex.org/W2133581580","https://openalex.org/W2143271047","https://openalex.org/W2157990152","https://openalex.org/W2160830750","https://openalex.org/W2164740236","https://openalex.org/W2168595508","https://openalex.org/W2178045811","https://openalex.org/W2294508932","https://openalex.org/W2305788608","https://openalex.org/W2311243340","https://openalex.org/W2340693994","https://openalex.org/W2462003606","https://openalex.org/W2469333707","https://openalex.org/W2475959836","https://openalex.org/W2493427062","https://openalex.org/W2498764059","https://openalex.org/W2513948921","https://openalex.org/W2516678189","https://openalex.org/W2540285146","https://openalex.org/W2605280586","https://openalex.org/W2622361897","https://openalex.org/W2743073148","https://openalex.org/W2761539437","https://openalex.org/W2762436921","https://openalex.org/W2789339130","https://openalex.org/W2792432920","https://openalex.org/W2794426651","https://openalex.org/W3138562521","https://openalex.org/W6630024883","https://openalex.org/W6637044833","https://openalex.org/W6637998620","https://openalex.org/W6639381750","https://openalex.org/W6683697503","https://openalex.org/W6698379459","https://openalex.org/W6698441169","https://openalex.org/W6719906811","https://openalex.org/W6736026156"],"related_works":["https://openalex.org/W819137427","https://openalex.org/W1937237773","https://openalex.org/W1979668142","https://openalex.org/W1984241452","https://openalex.org/W2167805780","https://openalex.org/W4231807519","https://openalex.org/W2139730682","https://openalex.org/W1570857383","https://openalex.org/W4385489147","https://openalex.org/W2343346274"],"abstract_inverted_index":{"In":[0],"data":[1],"center":[2],"networks,":[3],"many":[4],"network-intensive":[5],"applications":[6],"leverage":[7],"large":[8],"fan-in":[9],"and":[10,25,33,49,73,137,150,166],"many-to-one":[11],"communication":[12],"to":[13,94,109],"achieve":[14],"high":[15,26],"performance.":[16,38],"However,":[17],"the":[18,36,41,61,66,71,95,111,159,167],"special":[19],"traffic":[20],"patterns,":[21],"such":[22],"as":[23],"micro-burst":[24],"concurrency,":[27],"easily":[28],"cause":[29],"TCP":[30,42,128,164],"Incast":[31,43,62,160],"problem":[32],"seriously":[34],"degrade":[35],"application":[37],"To":[39],"address":[40],"problem,":[44],"we":[45,79,153],"first":[46],"reveal":[47],"theoretically":[48],"empirically":[50],"that":[51,155],"alleviating":[52],"packet":[53],"burstiness":[54,92],"is":[55,107,118],"much":[56],"more":[57],"effective":[58],"in":[59],"reducing":[60],"probability":[63,161],"than":[64],"controlling":[65],"congestion":[67],"window.":[68],"Inspired":[69],"by":[70,174],"findings":[72],"insights":[74],"from":[75],"our":[76],"experimental":[77],"observations,":[78],"further":[80],"propose":[81],"a":[82,104,144],"general":[83],"supporting":[84],"scheme":[85],"Adaptive":[86],"Pacing":[87],"(AP),":[88],"which":[89],"dynamically":[90],"adjusts":[91],"according":[93],"flow":[96,112],"concurrency":[97],"without":[98],"any":[99],"change":[100],"on":[101,175],"switch.":[102],"Additionally,":[103],"sender-based":[105],"approach":[106],"proposed":[108],"estimate":[110],"concurrency.":[113],"Another":[114],"feature":[115],"of":[116,146],"AP":[117,124,156],"its":[119],"broad":[120],"applicability.":[121],"We":[122],"integrate":[123],"transparently":[125],"into":[126],"different":[127,163],"protocols":[129,165],"(i.e.,":[130],"DCTCP,":[131],"L":[132],"<sup":[133,139],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[134,140],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[135,141],"DCT":[136],"D":[138],"TCP).":[142],"Through":[143],"series":[145],"large-scale":[147],"NS2":[148],"simulations":[149],"testbed":[151],"experiments,":[152],"show":[154],"significantly":[157],"reduces":[158],"across":[162],"network":[168],"goodput":[169],"can":[170],"be":[171],"increased":[172],"consistently":[173],"average":[176],"7\u00d7":[177],"under":[178],"severe":[179],"congestion.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
