{"id":"https://openalex.org/W4297098284","doi":"https://doi.org/10.1109/jcc56315.2022.00016","title":"Two-stage Scheduling of Stream Computing for Industrial Cloud-edge Collaboration","display_name":"Two-stage Scheduling of Stream Computing for Industrial Cloud-edge Collaboration","publication_year":2022,"publication_date":"2022-08-01","ids":{"openalex":"https://openalex.org/W4297098284","doi":"https://doi.org/10.1109/jcc56315.2022.00016"},"language":"en","primary_location":{"id":"doi:10.1109/jcc56315.2022.00016","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jcc56315.2022.00016","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Joint Cloud Computing (JCC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100438108","display_name":"Tiejun Wang","orcid":"https://orcid.org/0000-0002-1062-9051"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiejun Wang","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC),Beijing,China","Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China","Hangzhou Innovation Institute, Beihang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC),Beijing,China","institution_ids":["https://openalex.org/I4210165198"]},{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China","institution_ids":["https://openalex.org/I4210165198"]},{"raw_affiliation_string":"Hangzhou Innovation Institute, Beihang University, Hangzhou, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006458284","display_name":"Xudong Mou","orcid":"https://orcid.org/0009-0005-1445-3742"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xudong Mou","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC),Beijing,China","Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China","Hangzhou Innovation Institute, Beihang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC),Beijing,China","institution_ids":["https://openalex.org/I4210165198"]},{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China","institution_ids":["https://openalex.org/I4210165198"]},{"raw_affiliation_string":"Hangzhou Innovation Institute, Beihang University, Hangzhou, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101111602","display_name":"Hu Juntao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juntao Hu","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC),Beijing,China","Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China","Hangzhou Innovation Institute, Beihang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC),Beijing,China","institution_ids":["https://openalex.org/I4210165198"]},{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China","institution_ids":["https://openalex.org/I4210165198"]},{"raw_affiliation_string":"Hangzhou Innovation Institute, Beihang University, Hangzhou, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100431435","display_name":"Rui Wang","orcid":"https://orcid.org/0009-0004-5900-605X"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Wang","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC),Beijing,China","Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China","Hangzhou Innovation Institute, Beihang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC),Beijing,China","institution_ids":["https://openalex.org/I4210165198"]},{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China","institution_ids":["https://openalex.org/I4210165198"]},{"raw_affiliation_string":"Hangzhou Innovation Institute, Beihang University, Hangzhou, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066123431","display_name":"Tianyu Wo","orcid":"https://orcid.org/0000-0002-5331-3364"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyu Wo","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC),Beijing,China","Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China","Hangzhou Innovation Institute, Beihang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC),Beijing,China","institution_ids":["https://openalex.org/I4210165198"]},{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China","institution_ids":["https://openalex.org/I4210165198"]},{"raw_affiliation_string":"Hangzhou Innovation Institute, Beihang University, Hangzhou, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"57","last_page":"64"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9951000213623047,"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/T10763","display_name":"Digital Transformation in Industry","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8344278335571289},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.806399941444397},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.645302414894104},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6142712831497192},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5249298214912415},{"id":"https://openalex.org/keywords/industrial-internet","display_name":"Industrial Internet","score":0.49952030181884766},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4938874840736389},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.44267839193344116},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.4372102618217468},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.43020206689834595},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.349401593208313},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.21054241061210632},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.17166081070899963},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.1681773066520691},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.10466068983078003},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10056805610656738}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8344278335571289},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.806399941444397},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.645302414894104},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6142712831497192},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5249298214912415},{"id":"https://openalex.org/C202839342","wikidata":"https://www.wikidata.org/wiki/Q60740481","display_name":"Industrial Internet","level":3,"score":0.49952030181884766},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4938874840736389},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.44267839193344116},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.4372102618217468},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.43020206689834595},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.349401593208313},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.21054241061210632},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.17166081070899963},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.1681773066520691},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.10466068983078003},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10056805610656738},{"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:10.1109/jcc56315.2022.00016","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jcc56315.2022.00016","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Joint Cloud Computing (JCC)","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":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2068641276","https://openalex.org/W2132022337","https://openalex.org/W2253181502","https://openalex.org/W2291823293","https://openalex.org/W2486439025","https://openalex.org/W2612481412","https://openalex.org/W2748912953","https://openalex.org/W2921018545","https://openalex.org/W2945762475","https://openalex.org/W2988603417","https://openalex.org/W3028768478","https://openalex.org/W3082198927","https://openalex.org/W4205970058","https://openalex.org/W6679191575"],"related_works":["https://openalex.org/W3094863612","https://openalex.org/W3144664509","https://openalex.org/W2015013785","https://openalex.org/W2804912624","https://openalex.org/W2979596628","https://openalex.org/W2039968861","https://openalex.org/W2995654207","https://openalex.org/W2945616868","https://openalex.org/W2799307695","https://openalex.org/W4297098284"],"abstract_inverted_index":{"As":[0],"the":[1,42,51,57,64,67,72,75,105,112,120,127,130,135,146,152,158],"Industrial":[2],"Internet":[3],"of":[4,23,30,59,63,66,74,107],"Things":[5],"(IIoT)":[6],"develops,":[7],"intelligent":[8],"services":[9],"applying":[10],"stream":[11,31],"computing,":[12],"such":[13],"as":[14],"industrial":[15],"robot":[16],"health":[17],"management,":[18],"are":[19,37],"requiring":[20],"higher":[21],"timeliness":[22],"data":[24],"processing,":[25],"which":[26],"may":[27],"involve":[28],"scheduling":[29,35,58,86,98],"tasks.":[32,69],"However,":[33],"traditional":[34],"methods":[36],"no":[38],"longer":[39],"suitable":[40],"for":[41,84,100,129,162],"currently":[43],"widely":[44],"used":[45],"cloud-edge":[46,52,76,89,115,153],"collaboration":[47,91],"mode,":[48],"not":[49],"considering":[50,87],"heterogeneity,":[53],"and":[54,118,124,168],"focusing":[55],"on":[56,134],"single":[60],"tasks":[61],"instead":[62],"optimization":[65],"total":[68],"To":[70],"improve":[71],"performance":[73],"collaboration,":[77],"this":[78],"paper":[79],"establishes":[80],"a":[81,95],"practical":[82],"model":[83],"task":[85,113],"respectively":[88],"environment":[90],"models.":[92],"We":[93],"propose":[94],"novel":[96],"two-stage":[97],"method":[99,148],"IIoT.":[101],"The":[102],"algorithm":[103,161],"utilizes":[104],"idea":[106],"maximum":[108],"flow":[109],"to":[110],"divide":[111],"into":[114],"deployment":[116],"schemes":[117],"find":[119],"best":[121],"partitioning":[122],"scheme,":[123],"then":[125],"deploy":[126],"operator":[128],"edge":[131],"domain":[132],"based":[133],"network":[136],"topology":[137],"by":[138],"using":[139],"dynamic":[140],"programming.":[141],"Experimental":[142],"results":[143],"show":[144],"that":[145],"proposed":[147],"could":[149],"reduce":[150],"7.27%":[151],"bandwidth":[154],"usage":[155],"compared":[156,172],"with":[157,173],"highest":[159],"greedy":[160],"traffic":[163],"difference,":[164],"24.33%":[165],"end-to-end":[166],"latency":[167],"11.18%":[169],"back-pressure":[170],"rate":[171],"SBON.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
