{"id":"https://openalex.org/W4410564867","doi":"https://doi.org/10.1145/3736715","title":"A Survey and Experimental Study of Real-Time Scheduling Methods for 802.1Qbv TSN Networks","display_name":"A Survey and Experimental Study of Real-Time Scheduling Methods for 802.1Qbv TSN Networks","publication_year":2025,"publication_date":"2025-05-21","ids":{"openalex":"https://openalex.org/W4410564867","doi":"https://doi.org/10.1145/3736715"},"language":"en","primary_location":{"id":"doi:10.1145/3736715","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3736715","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","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/A5104122270","display_name":"Chuanyu Xue","orcid":"https://orcid.org/0000-0003-3530-7531"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chuanyu Xue","raw_affiliation_strings":["University of Connecticut","University of Connecticut,  Storrs, United States"],"affiliations":[{"raw_affiliation_string":"University of Connecticut","institution_ids":[]},{"raw_affiliation_string":"University of Connecticut,  Storrs, United States","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425864","display_name":"Tianyu Zhang","orcid":"https://orcid.org/0000-0003-1969-2855"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]},{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianyu Zhang","raw_affiliation_strings":["University of Iowa","University of Connecticut,  Storrs, United States"],"affiliations":[{"raw_affiliation_string":"University of Iowa","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"University of Connecticut,  Storrs, United States","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050543547","display_name":"Yuanbin Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuanbin Zhou","raw_affiliation_strings":["Singapore University of Technology and Design","Singapore University of Technology and Design,  Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design","institution_ids":["https://openalex.org/I152815399"]},{"raw_affiliation_string":"Singapore University of Technology and Design,  Singapore, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mark Nixon","orcid":"https://orcid.org/0000-0003-0627-5702"},"institutions":[{"id":"https://openalex.org/I4210117810","display_name":"Emerson (United States)","ror":"https://ror.org/02aga1t67","country_code":"US","type":"company","lineage":["https://openalex.org/I4210117810"]},{"id":"https://openalex.org/I918872813","display_name":"Emerson (Sweden)","ror":"https://ror.org/00ej6x457","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210117810","https://openalex.org/I918872813"]}],"countries":["SE","US"],"is_corresponding":false,"raw_author_name":"Mark Nixon","raw_affiliation_strings":["R&D, Emerson Automation Solutions","R&amp;D, Emerson Automation Solutions, Round Rock, United States"],"affiliations":[{"raw_affiliation_string":"R&D, Emerson Automation Solutions","institution_ids":["https://openalex.org/I918872813"]},{"raw_affiliation_string":"R&amp;D, Emerson Automation Solutions, Round Rock, United States","institution_ids":["https://openalex.org/I4210117810"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Andrew Loveless","orcid":"https://orcid.org/0000-0002-1491-7675"},"institutions":[{"id":"https://openalex.org/I4210149382","display_name":"Johnson Space Center","ror":"https://ror.org/04xx4z452","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210124779","https://openalex.org/I4210149382"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Loveless","raw_affiliation_strings":["NASA Johnson Space Center","NASA Johnson Space Center,  Houston, United States"],"affiliations":[{"raw_affiliation_string":"NASA Johnson Space Center","institution_ids":["https://openalex.org/I4210149382"]},{"raw_affiliation_string":"NASA Johnson Space Center,  Houston, United States","institution_ids":["https://openalex.org/I4210149382"]}]},{"author_position":"last","author":{"id":null,"display_name":"Song Han","orcid":"https://orcid.org/0000-0002-1699-8560"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Song Han","raw_affiliation_strings":["University of Connecticut","University of Connecticut,  Storrs, United States"],"affiliations":[{"raw_affiliation_string":"University of Connecticut","institution_ids":[]},{"raw_affiliation_string":"University of Connecticut,  Storrs, United States","institution_ids":["https://openalex.org/I140172145"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5104122270"],"corresponding_institution_ids":["https://openalex.org/I140172145"],"apc_list":null,"apc_paid":null,"fwci":12.2534,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.98450718,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"58","issue":"2","first_page":"1","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12216","display_name":"Network Time Synchronization Technologies","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12216","display_name":"Network Time Synchronization Technologies","score":0.9998000264167786,"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/T11932","display_name":"Wireless Body Area Networks","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11158","display_name":"Wireless Networks and Protocols","score":0.9941999912261963,"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":0.9096893072128296},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.46227484941482544},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3477374017238617},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.06726261973381042}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9096893072128296},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.46227484941482544},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3477374017238617},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.06726261973381042},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3736715","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3736715","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W2028900733","https://openalex.org/W2535707672","https://openalex.org/W2535850491","https://openalex.org/W2768086256","https://openalex.org/W2796220414","https://openalex.org/W2811266402","https://openalex.org/W2890389408","https://openalex.org/W2896765928","https://openalex.org/W2915941917","https://openalex.org/W2940740786","https://openalex.org/W2941092634","https://openalex.org/W2953481190","https://openalex.org/W2983260997","https://openalex.org/W2994336423","https://openalex.org/W2999126246","https://openalex.org/W3031892900","https://openalex.org/W3046995641","https://openalex.org/W3088284726","https://openalex.org/W3120935691","https://openalex.org/W3134061290","https://openalex.org/W3158317777","https://openalex.org/W3159561424","https://openalex.org/W3184308328","https://openalex.org/W3185684791","https://openalex.org/W3186001225","https://openalex.org/W3186187466","https://openalex.org/W3197673517","https://openalex.org/W3206973060","https://openalex.org/W3214623225","https://openalex.org/W4205353725","https://openalex.org/W4205639138","https://openalex.org/W4213138173","https://openalex.org/W4213307905","https://openalex.org/W4214947133","https://openalex.org/W4232900548","https://openalex.org/W4236812127","https://openalex.org/W4238153536","https://openalex.org/W4254053820","https://openalex.org/W4281653835","https://openalex.org/W4282020622","https://openalex.org/W4285147656","https://openalex.org/W4285218144","https://openalex.org/W4285287157","https://openalex.org/W4292595269","https://openalex.org/W4293243578","https://openalex.org/W4312909766","https://openalex.org/W4320858359","https://openalex.org/W4322102229","https://openalex.org/W4362654288","https://openalex.org/W4376456630","https://openalex.org/W4385988957","https://openalex.org/W4386243260","https://openalex.org/W4387757617","https://openalex.org/W4387917733","https://openalex.org/W4388052866","https://openalex.org/W4388943421","https://openalex.org/W4389889078","https://openalex.org/W4393284926","https://openalex.org/W4395056613","https://openalex.org/W4395680661","https://openalex.org/W4400275410","https://openalex.org/W4402299681","https://openalex.org/W4403446812","https://openalex.org/W4410246593"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Time-sensitive":[0],"networking":[1],"(TSN)":[2],"has":[3,17],"been":[4,18,69,85],"recognized":[5],"as":[6],"one":[7],"of":[8,38,97,161,191,205],"the":[9,34,41,135,144,153,159,203,216],"key":[10],"enabling":[11],"technologies":[12],"for":[13,65,128,237],"Industry":[14],"4.0":[15],"and":[16,23,30,120,133,151,155,179,185,194,209,219,234,244],"deployed":[19],"in":[20,104,139,158,189,223],"many":[21,50],"mission-":[22],"safety-critical":[24],"applications":[25],"e.g.,":[26],"industry":[27],"automation,":[28],"automotive":[29],"aerospace":[31],"systems.":[32],"Given":[33],"stringent":[35],"real-time":[36,241],"requirements":[37],"these":[39,79,140,198],"applications,":[40],"Time-Aware":[42],"Shaper":[43],"(TAS)":[44],"draws":[45],"special":[46],"attention":[47],"among":[48],"TSN\u2019s":[49],"traffic":[51],"shapers":[52,67],"due":[53],"to":[54,57,74,92,149],"its":[55],"ability":[56],"achieve":[58],"deterministic":[59],"timing":[60],"guarantees.":[61],"Many":[62],"scheduling":[63,80,126,163,207,243],"methods":[64,81,127,208],"TAS":[66],"have":[68,82],"recently":[70],"developed":[71],"that":[72],"claim":[73],"improve":[75],"system":[76,136],"schedulability.":[77],"However,":[78],"not":[83],"yet":[84],"thoroughly":[86],"evaluated,":[87],"especially":[88],"through":[89],"experimental":[90,121,199],"comparisons,":[91],"provide":[93,231],"a":[94,117,180],"systematical":[95],"understanding":[96],"their":[98,187],"performance":[99,188,235],"using":[100,175],"different":[101],"evaluation":[102,170],"metrics":[103],"diverse":[105],"application":[106],"scenarios.":[107],"In":[108],"this":[109,113,224,228],"article,":[110],"we":[111,201],"fill":[112],"gap":[114],"by":[115],"presenting":[116],"systematic":[118],"review":[119,132],"study":[122],"on":[123,171,240],"existing":[124],"TAS-based":[125,162],"TSN.":[129],"We":[130,165,213,226],"first":[131],"categorize":[134],"models":[137],"employed":[138],"works":[141],"along":[142],"with":[143],"specific":[145],"problems":[146],"they":[147],"aim":[148],"solve,":[150],"outline":[152],"fundamental":[154],"additional":[156],"considerations":[157],"designs":[160],"methods.":[164],"then":[166],"perform":[167],"an":[168],"extensive":[169],"17":[172],"representative":[173],"solutions":[174],"both":[176],"high-fidelity":[177],"simulations":[178],"real-life":[181],"16-node":[182],"TSN":[183,242],"testbed,":[184],"comparing":[186],"terms":[190],"schedulability,":[192],"scalability,":[193],"schedule":[195],"quality.":[196],"Through":[197],"studies,":[200],"identify":[202],"limitations":[204],"individual":[206],"highlight":[210],"important":[211],"findings.":[212],"also":[214],"summarize":[215],"open":[217],"issues":[218],"future":[220,238],"research":[221],"directions":[222],"area.":[225],"expect":[227],"work":[229],"will":[230],"foundational":[232],"knowledge":[233],"benchmarks":[236],"studies":[239],"beyond.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}
