{"id":"https://openalex.org/W3132381148","doi":"https://doi.org/10.1109/iotais50849.2021.9359693","title":"An Attention-Enhanced Edge-Cloud Collaborative Framework for Multi-Task Application","display_name":"An Attention-Enhanced Edge-Cloud Collaborative Framework for Multi-Task Application","publication_year":2021,"publication_date":"2021-01-27","ids":{"openalex":"https://openalex.org/W3132381148","doi":"https://doi.org/10.1109/iotais50849.2021.9359693","mag":"3132381148"},"language":"en","primary_location":{"id":"doi:10.1109/iotais50849.2021.9359693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iotais50849.2021.9359693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Internet of Things and Intelligence System (IoTaIS)","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/A5100410132","display_name":"Zhipeng Zhang","orcid":"https://orcid.org/0000-0003-0479-332X"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhipeng Zhang","raw_affiliation_strings":["China Mobile Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015350833","display_name":"Wenting Ma","orcid":"https://orcid.org/0000-0002-1245-9885"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenting Ma","raw_affiliation_strings":["China Mobile Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100448829","display_name":"Feng Li","orcid":"https://orcid.org/0000-0001-7853-0448"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Li","raw_affiliation_strings":["China Mobile Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062308273","display_name":"Renjie Tang","orcid":"https://orcid.org/0000-0001-6747-7987"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renjie Tang","raw_affiliation_strings":["China Mobile Group Zhejiang Co., Ltd, Hangzhou, China","School of Computer science and engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"China Mobile Group Zhejiang Co., Ltd, Hangzhou, China","institution_ids":["https://openalex.org/I180662265"]},{"raw_affiliation_string":"School of Computer science and engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047629664","display_name":"Jinlang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinlang Wang","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, United States"],"affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, United States","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102986531","display_name":"Wai Chen","orcid":"https://orcid.org/0000-0002-1663-2729"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wai Chen","raw_affiliation_strings":["China Mobile Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100410132"],"corresponding_institution_ids":["https://openalex.org/I180662265"],"apc_list":null,"apc_paid":null,"fwci":0.1938,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.45966095,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"109","last_page":"115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9995999932289124,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8503224849700928},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8092129826545715},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.7513124346733093},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.7420210242271423},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6600178480148315},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6574920415878296},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.6538149118423462},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.622167706489563},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5776515007019043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.476001113653183},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47516554594039917},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47109919786453247},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.44815999269485474},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.43786388635635376},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.424092173576355},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41192105412483215},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3261374831199646},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.17335394024848938},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09101223945617676}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8503224849700928},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8092129826545715},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.7513124346733093},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.7420210242271423},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6600178480148315},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6574920415878296},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.6538149118423462},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.622167706489563},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5776515007019043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.476001113653183},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47516554594039917},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47109919786453247},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.44815999269485474},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.43786388635635376},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.424092173576355},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41192105412483215},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3261374831199646},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.17335394024848938},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09101223945617676},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"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/iotais50849.2021.9359693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iotais50849.2021.9359693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Internet of Things and Intelligence System (IoTaIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1665214252","https://openalex.org/W1686810756","https://openalex.org/W1836465849","https://openalex.org/W1849277567","https://openalex.org/W2112796928","https://openalex.org/W2162888803","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2335728318","https://openalex.org/W2587770880","https://openalex.org/W2604319603","https://openalex.org/W2605258629","https://openalex.org/W2624871570","https://openalex.org/W2625157458","https://openalex.org/W2809251854","https://openalex.org/W2896070538","https://openalex.org/W2896792906","https://openalex.org/W2897268228","https://openalex.org/W2963072899","https://openalex.org/W2963412210","https://openalex.org/W3104240813","https://openalex.org/W3118608800","https://openalex.org/W4299518610","https://openalex.org/W6637242042","https://openalex.org/W6637373629","https://openalex.org/W6638667902","https://openalex.org/W6682132143","https://openalex.org/W6684191040","https://openalex.org/W6703116779","https://openalex.org/W6739365718","https://openalex.org/W6764677361","https://openalex.org/W6787972765"],"related_works":["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","https://openalex.org/W4313463379","https://openalex.org/W3214037210"],"abstract_inverted_index":{"We":[0,131],"investigate":[1],"in":[2,94],"this":[3],"paper":[4],"the":[5,79,84,95,106,112,117,122,127,134],"issue":[6],"of":[7,9,16,69,78,136],"Internet":[8],"Things":[10],"(IoT)":[11],"architecture":[12],"to":[13,35,38],"take":[14],"advantage":[15],"edge-computing":[17],"and":[18,86,108,121,149],"intelligence.":[19],"Edge":[20],"devices":[21],"are":[22,124],"often":[23],"shared":[24],"by":[25,105],"services":[26],"packaged":[27],"running":[28],"different":[29,53],"applications.":[30,41],"This":[31],"requires":[32],"edge":[33,85],"infrastructure":[34],"be":[36],"able":[37],"switch":[39],"between":[40],"Also,":[42],"most":[43],"IoT":[44],"systems":[45],"usually":[46],"concurrently":[47],"run":[48],"multiple":[49,87],"applications":[50],"that":[51,66],"target":[52],"tasks.":[54],"To":[55],"address":[56],"these":[57],"problems,":[58],"we":[59],"propose":[60],"an":[61],"attention-enhanced":[62],"cloud-edge":[63],"collaborative":[64],"framework":[65],"is":[67,103,114],"composed":[68],"one":[70],"universal":[71],"block":[72],"(UB),":[73],"a":[74,100,109],"few":[75],"initial":[76],"layers":[77],"deep":[80,101],"model,":[81],"located":[82,93],"at":[83],"parallel":[88],"task-specific":[89,129],"attention":[90],"blocks":[91],"(TSABs)":[92],"cloud.":[96],"For":[97],"each":[98],"task,":[99],"model":[102],"constructed":[104],"UB":[107,113],"TSAB":[110],"where":[111],"responsible":[115,125],"for":[116,126],"general":[118],"feature":[119],"extraction":[120],"TSABs":[123],"subsequent":[128],"processes.":[130],"empirically":[132],"demonstrate":[133],"effectiveness":[135],"our":[137],"approach":[138],"with":[139],"several":[140],"state-of-the-art":[141],"Convolutional":[142],"Neural":[143],"Network":[144],"(CNN)":[145],"models,":[146],"including":[147],"VGG":[148],"ResNet":[150],"network":[151],"architectures":[152],"on":[153],"various":[154],"image":[155],"classification":[156],"datasets.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
