{"id":"https://openalex.org/W2963751615","doi":"https://doi.org/10.1109/mnet.2018.1800001","title":"EdgeFlow: Open-Source Multi-layer Data Flow Processing in Edge Computing for 5G and Beyond","display_name":"EdgeFlow: Open-Source Multi-layer Data Flow Processing in Edge Computing for 5G and Beyond","publication_year":2018,"publication_date":"2018-09-24","ids":{"openalex":"https://openalex.org/W2963751615","doi":"https://doi.org/10.1109/mnet.2018.1800001","mag":"2963751615"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.2018.1800001","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2018.1800001","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Network","raw_type":"journal-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/A5103262780","display_name":"Chao Yao","orcid":"https://orcid.org/0000-0001-6291-7007"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chao Yao","raw_affiliation_strings":["Peking University"],"affiliations":[{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100334497","display_name":"Xiaoyang Wang","orcid":"https://orcid.org/0000-0001-6629-0176"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyang Wang","raw_affiliation_strings":["Peking University"],"affiliations":[{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005347513","display_name":"Zijie Zheng","orcid":"https://orcid.org/0000-0001-7622-0470"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijie Zheng","raw_affiliation_strings":["Peking University"],"affiliations":[{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101850376","display_name":"Guangyu Sun","orcid":"https://orcid.org/0000-0001-6436-0820"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangyu Sun","raw_affiliation_strings":["Peking University"],"affiliations":[{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102012574","display_name":"Lingyang Song","orcid":"https://orcid.org/0000-0001-8644-8241"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingyang Song","raw_affiliation_strings":["Peking University"],"affiliations":[{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103262780"],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":2.5835,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.90930414,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"33","issue":"2","first_page":"166","last_page":"173"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9896000027656555,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9836000204086304,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8637913465499878},{"id":"https://openalex.org/keywords/cloudlet","display_name":"Cloudlet","score":0.8587503433227539},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.8425289392471313},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8152863383293152},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6375765800476074},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.547636091709137},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.4973504841327667},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.45049041509628296},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.43278968334198},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4211937487125397},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.4170781075954437},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18351945281028748}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8637913465499878},{"id":"https://openalex.org/C2781055072","wikidata":"https://www.wikidata.org/wiki/Q25325266","display_name":"Cloudlet","level":3,"score":0.8587503433227539},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.8425289392471313},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8152863383293152},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6375765800476074},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.547636091709137},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.4973504841327667},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.45049041509628296},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.43278968334198},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4211937487125397},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.4170781075954437},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18351945281028748},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.2018.1800001","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2018.1800001","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Network","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.46000000834465027}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1595535199","https://openalex.org/W2045371716","https://openalex.org/W2064969374","https://openalex.org/W2135099885","https://openalex.org/W2135341044","https://openalex.org/W2155771425","https://openalex.org/W2312767492","https://openalex.org/W2416799949","https://openalex.org/W2511425482","https://openalex.org/W2514890051","https://openalex.org/W2536587200","https://openalex.org/W2566425973","https://openalex.org/W2594560857","https://openalex.org/W2752736291","https://openalex.org/W3104531317","https://openalex.org/W3106445841"],"related_works":["https://openalex.org/W4387134114","https://openalex.org/W3184388372","https://openalex.org/W3201095160","https://openalex.org/W3196742282","https://openalex.org/W3123098613","https://openalex.org/W2963105331","https://openalex.org/W4362500686","https://openalex.org/W2963751615","https://openalex.org/W4386004629","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Edge":[0],"computing":[1,12,32,67,114],"has":[2],"evolved":[3],"to":[4,9,21,45,78,94,140],"be":[5,76],"a":[6,29,108],"promising":[7],"avenue":[8],"enhance":[10],"system":[11],"capability":[13],"by":[14],"offloading":[15],"processing":[16,103],"tasks":[17,74],"from":[18,42],"the":[19,63,66,73,83,91,125,171],"cloud":[20,46,146],"edge":[22,31,43,149],"devices.":[23],"In":[24,36],"this":[25,37,174],"article,":[26],"we":[27],"propose":[28],"multi-layer":[30],"framework":[33,104],"called":[34],"EdgeFlow.":[35],"framework,":[38],"different":[39],"nodes":[40,115],"ranging":[41],"devices":[44],"data":[47,57,101],"centers":[48],"are":[49,87,167],"categorized":[50],"into":[51],"corresponding":[52,120],"layers":[53,118],"and":[54,68,119,136,151,164],"cooperate":[55],"for":[56],"processing.":[58],"EdgeFlow":[59,129],"can":[60,75,111,130],"deal":[61],"with":[62,144],"trade-off":[64],"between":[65],"communication":[69],"capabilities":[70],"so":[71],"that":[72,110],"assigned":[77],"each":[79],"layer":[80],"optimally.":[81],"At":[82],"same":[84],"time,":[85],"resources":[86],"carefully":[88],"allocated":[89],"throughout":[90],"whole":[92],"network":[93,121,158],"mitigate":[95],"performance":[96],"fluctuation.":[97],"The":[98],"proposed":[99],"open-source":[100],"flow":[102],"is":[105],"implemented":[106],"on":[107,124],"platform":[109],"emulate":[112],"various":[113],"in":[116],"multiple":[117],"connections.":[122],"Evaluated":[123],"face":[126],"recognition":[127],"scenario,":[128],"significantly":[131],"reduce":[132],"task":[133],"finish":[134],"time":[135],"perform":[137],"more":[138],"tolerance":[139],"run-time":[141],"variations,":[142],"compared":[143],"pure":[145,148],"computing,":[147,150],"Cloudlet.":[152],"Potential":[153],"applications":[154],"of":[155,162,173],"EdgeFlow,":[156],"including":[157],"function":[159],"virtualization,":[160],"Internet":[161],"Things,":[163],"vehicular":[165],"networks,":[166],"also":[168],"discussed":[169],"at":[170],"end":[172],"article.":[175]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
