{"id":"https://openalex.org/W4405846372","doi":"https://doi.org/10.1109/tc.2024.3523420","title":"Flexible Job Scheduling With Spatial-Temporal Compatibility for In-Network Aggregation","display_name":"Flexible Job Scheduling With Spatial-Temporal Compatibility for In-Network Aggregation","publication_year":2024,"publication_date":"2024-12-27","ids":{"openalex":"https://openalex.org/W4405846372","doi":"https://doi.org/10.1109/tc.2024.3523420"},"language":"en","primary_location":{"id":"doi:10.1109/tc.2024.3523420","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2024.3523420","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","1557-9956","2326-3814"],"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 Transactions on Computers","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/A5100428713","display_name":"Yulong Li","orcid":"https://orcid.org/0000-0003-0003-9653"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yulong Li","raw_affiliation_strings":["Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397205","display_name":"Wenxin Li","orcid":"https://orcid.org/0000-0001-8507-0339"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxin Li","raw_affiliation_strings":["Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102616974","display_name":"Yuxuan Du","orcid":"https://orcid.org/0009-0000-3089-906X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxuan Du","raw_affiliation_strings":["Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yinan Yao","orcid":"https://orcid.org/0009-0002-0700-7654"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinan Yao","raw_affiliation_strings":["Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043221240","display_name":"Song Zhang","orcid":"https://orcid.org/0000-0001-7448-0850"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Zhang","raw_affiliation_strings":["Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Linxuan Zhong","orcid":"https://orcid.org/0009-0002-5945-4368"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linxuan Zhong","raw_affiliation_strings":["Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011357293","display_name":"Keqiu Li","orcid":"https://orcid.org/0000-0003-1758-3030"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keqiu Li","raw_affiliation_strings":["Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100428713"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":0.2054,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55331863,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"74","issue":"4","first_page":"1322","last_page":"1333"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9836999773979187,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9824000000953674,"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/compatibility","display_name":"Compatibility (geochemistry)","score":0.786139965057373},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7280218601226807},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.46401509642601013},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4386778771877289},{"id":"https://openalex.org/keywords/processor-scheduling","display_name":"Processor scheduling","score":0.41568225622177124},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3871048390865326},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1792130470275879},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.11646491289138794},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.10514739155769348},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10078659653663635}],"concepts":[{"id":"https://openalex.org/C2778648169","wikidata":"https://www.wikidata.org/wiki/Q967768","display_name":"Compatibility (geochemistry)","level":2,"score":0.786139965057373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7280218601226807},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.46401509642601013},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4386778771877289},{"id":"https://openalex.org/C2984822820","wikidata":"https://www.wikidata.org/wiki/Q1123036","display_name":"Processor scheduling","level":3,"score":0.41568225622177124},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3871048390865326},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1792130470275879},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.11646491289138794},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.10514739155769348},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10078659653663635},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tc.2024.3523420","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2024.3523420","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","1557-9956","2326-3814"],"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 Transactions on Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5299999713897705,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G3294647845","display_name":null,"funder_award_id":"62202325","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8454186375","display_name":null,"funder_award_id":"62432015","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":38,"referenced_works":["https://openalex.org/W2143295630","https://openalex.org/W2769986458","https://openalex.org/W2798515322","https://openalex.org/W2962725887","https://openalex.org/W2969388332","https://openalex.org/W2975712713","https://openalex.org/W2988885939","https://openalex.org/W3013190171","https://openalex.org/W3047002910","https://openalex.org/W3084537083","https://openalex.org/W3091097978","https://openalex.org/W3106914464","https://openalex.org/W3193034122","https://openalex.org/W3206778761","https://openalex.org/W3216547135","https://openalex.org/W4206204369","https://openalex.org/W4210645050","https://openalex.org/W4283211555","https://openalex.org/W4283217358","https://openalex.org/W4327911839","https://openalex.org/W4372260356","https://openalex.org/W4386260612","https://openalex.org/W4389989295","https://openalex.org/W4401352466","https://openalex.org/W6746839373","https://openalex.org/W6754818105","https://openalex.org/W6758283263","https://openalex.org/W6759814162","https://openalex.org/W6760703128","https://openalex.org/W6762211661","https://openalex.org/W6762626082","https://openalex.org/W6763300512","https://openalex.org/W6779863968","https://openalex.org/W6792106764","https://openalex.org/W6794216301","https://openalex.org/W6799248102","https://openalex.org/W6841432945","https://openalex.org/W7067822191"],"related_works":["https://openalex.org/W1809394610","https://openalex.org/W2128410848","https://openalex.org/W2118368532","https://openalex.org/W2014085448","https://openalex.org/W2102390841","https://openalex.org/W3047653192","https://openalex.org/W2096289371","https://openalex.org/W2126232624","https://openalex.org/W2434525066","https://openalex.org/W3140149227"],"abstract_inverted_index":{"In-Network":[0],"Aggregation":[1],"(INA)":[2],"solutions":[3,21,36,58,171],"represent":[4],"the":[5,30,49,56,130],"forefront":[6],"in":[7,64,138,172],"advancing":[8],"All-Reduce,":[9],"utilizing":[10],"limited":[11],"switch":[12,161],"memory":[13,45,61,106,122,162],"for":[14,40],"efficient":[15,31],"gradient":[16],"aggregation.":[17],"However,":[18],"existing":[19],"INA":[20,133],"primarily":[22],"focus":[23],"on":[24],"enhancing":[25],"aggregation":[26],"efficiency,":[27],"often":[28],"overlooking":[29],"utilization":[32,163],"of":[33,52,88,132],"memory.":[34],"Isolation":[35],"typically":[37],"pre-allocate":[38],"resources":[39],"each":[41],"job,":[42],"leading":[43],"to":[44,48,81,91,108,120,134,157,166,169],"wastage":[46],"due":[47],"uncontrolled":[50],"use":[51],"resources.":[53],"In":[54,71],"contrast,":[55],"sharing":[57],"encounter":[59],"significant":[60],"contention,":[62],"resulting":[63],"performance":[65,137],"degradation":[66],"within":[67],"a":[68,77,173],"multi-tenant":[69,83],"environment.":[70],"this":[72],"paper,":[73],"we":[74],"propose":[75],"DynaINA,":[76],"flexible":[78],"job":[79,110,118],"scheduler":[80],"support":[82],"training.":[84],"The":[85],"core":[86],"idea":[87],"DynaINA":[89,102,115,125,151],"is":[90],"provide":[92,109],"spatial":[93,100],"and":[94,146,159],"temporal":[95,113],"compatibility":[96],"between":[97],"jobs.":[98],"For":[99,112],"compatibility,":[101,114],"utilizes":[103],"multiple":[104],"dynamic":[105],"pools":[107],"isolation.":[111],"employs":[116],"contention-aware":[117],"scheduling":[119],"facilitate":[121],"sharing.":[123],"Furthermore,":[124],"prioritizes":[126],"communication-intensive":[127],"jobs,":[128],"leveraging":[129],"benefits":[131],"enhance":[135],"overall":[136],"training":[139,153],"clusters.":[140],"Extensive":[141],"experiments":[142],"with":[143],"popular":[144],"vision":[145],"language":[147],"models":[148],"demonstrate":[149],"that":[150],"reduces":[152],"time":[154],"by":[155,164],"up":[156,165],"65.16%":[158],"improves":[160],"85.02%":[167],"compared":[168],"state-of-the-art":[170],"100Gbps":[174],"network.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
