{"id":"https://openalex.org/W3176299318","doi":"https://doi.org/10.1109/icit46573.2021.9453599","title":"SSL-SP: A Semi-Supervised-Learning-Based Stream Partitioning Method for Scale Iterated Scheduling in Time-Sensitive Networks","display_name":"SSL-SP: A Semi-Supervised-Learning-Based Stream Partitioning Method for Scale Iterated Scheduling in Time-Sensitive Networks","publication_year":2021,"publication_date":"2021-03-10","ids":{"openalex":"https://openalex.org/W3176299318","doi":"https://doi.org/10.1109/icit46573.2021.9453599","mag":"3176299318"},"language":"en","primary_location":{"id":"doi:10.1109/icit46573.2021.9453599","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit46573.2021.9453599","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 22nd IEEE International Conference on Industrial Technology (ICIT)","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/A5077122229","display_name":"Jingzheng Tu","orcid":"https://orcid.org/0000-0003-0048-4669"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingzheng Tu","raw_affiliation_strings":["Key Laboratory of System Control and Information Processing, Ministry of Education of China","Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education of China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023426901","display_name":"Qimin Xu","orcid":"https://orcid.org/0000-0001-9678-6295"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qimin Xu","raw_affiliation_strings":["Key Laboratory of System Control and Information Processing, Ministry of Education of China","Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education of China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018486987","display_name":"Lei Xu","orcid":"https://orcid.org/0000-0002-4894-804X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Xu","raw_affiliation_strings":["Key Laboratory of System Control and Information Processing, Ministry of Education of China","Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education of China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038267080","display_name":"Cailian Chen","orcid":"https://orcid.org/0000-0001-6533-8713"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cailian Chen","raw_affiliation_strings":["Key Laboratory of System Control and Information Processing, Ministry of Education of China","Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education of China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077122229"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":1.681,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.84642529,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1182","last_page":"1187"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10933","display_name":"Real-Time Systems Scheduling","score":0.9585000276565552,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.7603644132614136},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.580614447593689},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5741998553276062},{"id":"https://openalex.org/keywords/graph-partition","display_name":"Graph partition","score":0.41204190254211426},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.3344281315803528},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3325461745262146},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.2486628293991089},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.142181396484375},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.12429293990135193}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7603644132614136},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.580614447593689},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5741998553276062},{"id":"https://openalex.org/C48903430","wikidata":"https://www.wikidata.org/wiki/Q491370","display_name":"Graph partition","level":3,"score":0.41204190254211426},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.3344281315803528},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3325461745262146},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2486628293991089},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.142181396484375},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.12429293990135193}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icit46573.2021.9453599","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit46573.2021.9453599","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 22nd IEEE International Conference on Industrial Technology (ICIT)","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":0.6399999856948853}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2077606348","https://openalex.org/W2118858186","https://openalex.org/W2121947440","https://openalex.org/W2535850491","https://openalex.org/W2552372042","https://openalex.org/W2768086256","https://openalex.org/W2773785940","https://openalex.org/W2887265724","https://openalex.org/W2983260997","https://openalex.org/W3100573495","https://openalex.org/W3113370892","https://openalex.org/W6677919164","https://openalex.org/W6754010009","https://openalex.org/W6788190817"],"related_works":["https://openalex.org/W3016417755","https://openalex.org/W2485519026","https://openalex.org/W2463424903","https://openalex.org/W4255334635","https://openalex.org/W3167776779","https://openalex.org/W3191896174","https://openalex.org/W2572239528","https://openalex.org/W1498294723","https://openalex.org/W2347088994","https://openalex.org/W2151249000"],"abstract_inverted_index":{"The":[0],"demands":[1],"of":[2,22,33,58,82,95,120],"reliable":[3],"and":[4,25,44,92],"real-time":[5],"communication":[6],"in":[7,37,85],"industrial":[8],"automation":[9],"systems":[10],"drive":[11],"growing":[12],"attention":[13],"on":[14,63,111,136],"Time-Sensitive":[15],"Networks":[16],"(TSNs)":[17],"due":[18],"to":[19],"its":[20],"guarantee":[21],"low":[23],"latency":[24],"deterministic":[26],"transmission.":[27],"Current":[28],"works":[29],"explore":[30],"iterated":[31,80],"scheduling":[32,81,139],"time-triggered":[34,137],"(TT)":[35],"streams":[36,84,94],"TSNs":[38],"mainly":[39],"by":[40,123],"random":[41,49],"stream":[42,46,74,90,106,122,138,160],"partitioning":[43,50,60,75,161],"graph-based":[45,59],"partitioning.":[47],"However,":[48],"obtains":[51],"limited":[52],"performance,":[53],"while":[54],"the":[55,151,158],"edge":[56],"weights":[57],"heavily":[61],"depend":[62],"prior":[64,112],"domain":[65],"knowledge.":[66,113],"In":[67],"this":[68],"article,":[69],"we":[70,99,115],"propose":[71],"a":[72,117,143],"semi-supervised-learning-based":[73],"(SSL-SP)":[76],"method":[77],"for":[78,104],"scale":[79],"TT":[83,105],"TSNs.":[86],"SSL-SP":[87],"automatically":[88],"discovers":[89],"dependence":[91],"clusters":[93],"similar":[96],"representation.":[97],"Besides,":[98],"design":[100],"an":[101],"evaluation":[102],"metric":[103],"relevance":[107],"with":[108,157],"no":[109],"requirements":[110],"Furthermore,":[114],"construct":[116],"low-rank":[118],"representation":[119],"each":[121],"sparse":[124],"encoding.":[125],"A":[126],"T":[127],"<sup":[128,132],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[129,133],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[130,134],"S":[131],"dataset":[135],"is":[140],"constructed":[141],"as":[142],"comparison":[144],"benchmark.":[145],"Simulations":[146],"demonstrate":[147],"that":[148],"SSL-LP":[149],"achieves":[150],"best":[152],"schedulability":[153],"rate":[154],"(86.6%)":[155],"compared":[156],"state-of-the-art":[159],"methods.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}