{"id":"https://openalex.org/W4243123143","doi":"https://doi.org/10.1186/s13677-021-00250-w","title":"An edge-cloud collaborative computing platform for building AIoT applications efficiently","display_name":"An edge-cloud collaborative computing platform for building AIoT applications efficiently","publication_year":2021,"publication_date":"2021-07-02","ids":{"openalex":"https://openalex.org/W4243123143","doi":"https://doi.org/10.1186/s13677-021-00250-w"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-021-00250-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-021-00250-w","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-021-00250-w","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-021-00250-w","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073751973","display_name":"Guoping Rong","orcid":"https://orcid.org/0000-0003-4576-0524"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guoping Rong","raw_affiliation_strings":["The Joint Laboratory of Nanjing University and Transwarp on Data Technology, Nanjing University, Nanjing, China","The State Key Laboratory of Novel Software Technology, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"The Joint Laboratory of Nanjing University and Transwarp on Data Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"The State Key Laboratory of Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078131137","display_name":"Yangchen Xu","orcid":"https://orcid.org/0000-0002-6881-1809"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangchen Xu","raw_affiliation_strings":["The Joint Laboratory of Nanjing University and Transwarp on Data Technology, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"The Joint Laboratory of Nanjing University and Transwarp on Data Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046116443","display_name":"Xinxin Tong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinxin Tong","raw_affiliation_strings":["Transwarp Inc, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Transwarp Inc, Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080228004","display_name":"Haojun Fan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haojun Fan","raw_affiliation_strings":["Transwarp Inc, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Transwarp Inc, Shanghai, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073751973"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":6.2148,"has_fulltext":true,"cited_by_count":72,"citation_normalized_percentile":{"value":0.96625438,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"10","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9839000105857849,"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/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.8593629598617554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8504863381385803},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6922601461410522},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.65614914894104},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6498360633850098},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5213590860366821},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.48371201753616333},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4767790138721466},{"id":"https://openalex.org/keywords/utility-computing","display_name":"Utility computing","score":0.4411667585372925},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3156760334968567},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.2281261384487152},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19023680686950684},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14967840909957886},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1361403465270996}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8593629598617554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8504863381385803},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6922601461410522},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.65614914894104},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6498360633850098},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5213590860366821},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.48371201753616333},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4767790138721466},{"id":"https://openalex.org/C85106507","wikidata":"https://www.wikidata.org/wiki/Q1188445","display_name":"Utility computing","level":4,"score":0.4411667585372925},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3156760334968567},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.2281261384487152},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19023680686950684},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14967840909957886},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1361403465270996}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-021-00250-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-021-00250-w","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-021-00250-w","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:682716a1b0c74d3198df0e9659811581","is_oa":true,"landing_page_url":"https://doaj.org/article/682716a1b0c74d3198df0e9659811581","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 10, Iss 1, Pp 1-14 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-021-00250-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-021-00250-w","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-021-00250-w","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2096367874","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G2151161621","display_name":null,"funder_award_id":"Grants No.62072227, 61802173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3748656914","display_name":null,"funder_award_id":"Norway","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G3966904043","display_name":null,"funder_award_id":"No.62072227","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4190735902","display_name":null,"funder_award_id":"62072227","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G4862816472","display_name":null,"funder_award_id":"61802173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4900248114","display_name":null,"funder_award_id":"2019YFE0105500","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5156750161","display_name":null,"funder_award_id":"2019YFE0105500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6375427056","display_name":null,"funder_award_id":"No.2019YFE0105500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6396165537","display_name":null,"funder_award_id":"309494","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6611912945","display_name":null,"funder_award_id":"309494","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G7033253288","display_name":null,"funder_award_id":"Grants","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7977999823","display_name":null,"funder_award_id":"2072227, 61802173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8609642272","display_name":null,"funder_award_id":"2020017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8676609639","display_name":null,"funder_award_id":"Jiangsu","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G949019809","display_name":null,"funder_award_id":"62072227","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"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4243123143.pdf","grobid_xml":"https://content.openalex.org/works/W4243123143.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W114276366","https://openalex.org/W167368901","https://openalex.org/W2392395307","https://openalex.org/W2416799949","https://openalex.org/W2515329741","https://openalex.org/W2534752816","https://openalex.org/W2556705104","https://openalex.org/W2568772110","https://openalex.org/W2609013523","https://openalex.org/W2614320769","https://openalex.org/W2730079057","https://openalex.org/W2765592040","https://openalex.org/W2766401293","https://openalex.org/W2768475350","https://openalex.org/W2772726293","https://openalex.org/W2784212229","https://openalex.org/W2785696180","https://openalex.org/W2786027963","https://openalex.org/W2786070938","https://openalex.org/W2893239554","https://openalex.org/W2896086940","https://openalex.org/W2897662902","https://openalex.org/W2911353037","https://openalex.org/W2915771847","https://openalex.org/W2944604407","https://openalex.org/W2997234356","https://openalex.org/W3026202797","https://openalex.org/W3035596072","https://openalex.org/W3109340983","https://openalex.org/W3112262609","https://openalex.org/W6600109629"],"related_works":["https://openalex.org/W1485337887","https://openalex.org/W3154796165","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313526662","https://openalex.org/W3111395152","https://openalex.org/W4312996489","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435"],"abstract_inverted_index":{"Abstract":[0],"The":[1,90],"convergence":[2],"of":[3,10,72,101,193],"Artificial":[4],"Intelligence":[5],"(AI)":[6],"and":[7,23,38,59,63,83,104,108,134,171,181,191],"the":[8,61,69,73,76,80,96,112,144,177,189,200],"Internet":[9],"Things":[11],"(IoT),":[12],"or":[13],"AIoT,":[14],"has":[15],"breathed":[16],"a":[17,151,184],"new":[18],"life":[19],"into":[20,57],"IoT":[21,28,159],"operations":[22],"human-machine":[24],"interactions.":[25],"Currently,":[26],"resource-constrained":[27],"devices":[29],"usually":[30],"cannot":[31],"provide":[32],"sufficient":[33],"capability":[34],"for":[35,143,155,168],"data":[36,157],"storage":[37,70],"processing":[39],"so":[40,173],"as":[41,66,68,174],"to":[42,52,132,175],"support":[43],"building":[44,194],"modern":[45],"AI":[46],"models.":[47],"An":[48],"intuitive":[49],"solution":[50,142],"is":[51],"integrate":[53],"cloud":[54,77],"computing":[55,65,93,124,146,153],"technology":[56],"AIoT":[58,98,113,136,145,178,196],"exploit":[60],"powerful":[62],"elastic":[64],"well":[67],"capacity":[71],"servers":[74],"on":[75,199],"end.":[78],"Nevertheless,":[79],"network":[81],"bandwidth":[82],"communication":[84,102],"latency":[85],"increasingly":[86],"become":[87],"serious":[88],"bottlenecks.":[89],"emerging":[91],"edge":[92],"can":[94],"complement":[95],"cloud-based":[97],"in":[99],"terms":[100],"latency,":[103],"hence":[105],"attracts":[106],"more":[107,109],"attention":[110],"from":[111,158],"area.":[114],"In":[115],"this":[116,162],"paper,":[117],"we":[118,187],"present":[119],"an":[120,140,165,195],"industrial":[121],"edge-cloud":[122],"collaborative":[123],"platform,":[125],"namely":[126],"Sophon":[127,148,201],"Edge":[128,149,202],",":[129],"that":[130],"helps":[131],"build":[133],"deploy":[135],"applications":[137,179],"efficiently.":[138],"As":[139],"enterprise-level":[141],"paradigm,":[147],"adopts":[150],"pipeline-based":[152],"model":[154,169],"streaming":[156],"devices.":[160],"Besides,":[161],"platform":[163],"supports":[164],"iterative":[166],"way":[167],"evolution":[170],"updating":[172],"enable":[176],"agile":[180],"data-driven.":[182],"Through":[183],"real-world":[185],"example,":[186],"demonstrate":[188],"effectiveness":[190],"efficiency":[192],"application":[197],"based":[198],"platform.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}