{"id":"https://openalex.org/W4401249780","doi":"https://doi.org/10.1145/3686161","title":"EdgeStreaming: Secure Computation Intelligence in Distributed Edge Networks for Streaming Analytics","display_name":"EdgeStreaming: Secure Computation Intelligence in Distributed Edge Networks for Streaming Analytics","publication_year":2024,"publication_date":"2024-08-02","ids":{"openalex":"https://openalex.org/W4401249780","doi":"https://doi.org/10.1145/3686161"},"language":"en","primary_location":{"id":"doi:10.1145/3686161","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3686161","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3686161","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3686161","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030828257","display_name":"Pei-Gen Ye","orcid":"https://orcid.org/0009-0004-9570-7566"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pei-Gen Ye","raw_affiliation_strings":["Beijing Institute of Technology, Beijing, China","Beijing Institute of Technology, China"],"raw_orcid":"https://orcid.org/0009-0004-9570-7566","affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"Beijing Institute of Technology, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wenfeng Wang","orcid":"https://orcid.org/0009-0000-6893-3593"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenfeng Wang","raw_affiliation_strings":["Guangzhou University, Guangzhou, China","Guangzhou University, China"],"raw_orcid":"https://orcid.org/0009-0000-6893-3593","affiliations":[{"raw_affiliation_string":"Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"Guangzhou University, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068415927","display_name":"Bing Mi","orcid":"https://orcid.org/0009-0000-6031-2952"},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]},{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Mi","raw_affiliation_strings":["Guangdong University of Finance and Economics, Guangzhou, China","Guangdong University of Finance and Economics, China"],"raw_orcid":"https://orcid.org/0009-0000-6031-2952","affiliations":[{"raw_affiliation_string":"Guangdong University of Finance and Economics, Guangzhou, China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]},{"raw_affiliation_string":"Guangdong University of Finance and Economics, China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075512625","display_name":"Kongyang Chen","orcid":"https://orcid.org/0000-0003-2439-3518"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kongyang Chen","raw_affiliation_strings":["Guangzhou University, Guangzhou, China and Pazhou Lab, Guangzhou, China","Guangzhou University, China and Pazhou Lab, China"],"raw_orcid":"https://orcid.org/0000-0003-2439-3518","affiliations":[{"raw_affiliation_string":"Guangzhou University, Guangzhou, China and Pazhou Lab, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"Guangzhou University, China and Pazhou Lab, China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4204,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82469036,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"21","issue":"8","first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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/T10273","display_name":"IoT and Edge/Fog Computing","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/T10036","display_name":"Advanced Neural Network Applications","score":0.9944000244140625,"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/T13553","display_name":"Age of Information Optimization","score":0.9860000014305115,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8897677659988403},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.7263075113296509},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.612634003162384},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5598785877227783},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4509911835193634},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44812649488449097},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.42554137110710144},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4234102964401245},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3615058660507202},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.3031327724456787},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11934998631477356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10730874538421631}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8897677659988403},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.7263075113296509},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.612634003162384},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5598785877227783},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4509911835193634},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44812649488449097},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.42554137110710144},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4234102964401245},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3615058660507202},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3031327724456787},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11934998631477356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10730874538421631},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3686161","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3686161","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3686161","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3686161","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3686161","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3686161","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8035241473","display_name":null,"funder_award_id":"61802383, 62172117","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"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4401249780.pdf"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2195423816","https://openalex.org/W2747487217","https://openalex.org/W2946782700","https://openalex.org/W2969579839","https://openalex.org/W2983708784","https://openalex.org/W2988521616","https://openalex.org/W3011387630","https://openalex.org/W3021370403","https://openalex.org/W3035788210","https://openalex.org/W3036172617","https://openalex.org/W3048959573","https://openalex.org/W3161127832","https://openalex.org/W3182161186","https://openalex.org/W3184439416","https://openalex.org/W3213524376","https://openalex.org/W4378627852","https://openalex.org/W4391935952","https://openalex.org/W4395484715","https://openalex.org/W4400373551"],"related_works":["https://openalex.org/W2995938785","https://openalex.org/W3154796165","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313339048","https://openalex.org/W4386004629","https://openalex.org/W2942586735"],"abstract_inverted_index":{"In":[0],"modern":[1],"information":[2],"systems,":[3],"real-time":[4,34,113,164,227,245],"streaming":[5,90,153,182,233,248],"data":[6,37,154,183],"are":[7],"generated":[8],"in":[9,58,163],"various":[10],"vertical":[11],"application":[12],"scenarios,":[13],"such":[14,125],"as":[15,81,126],"industrial":[16],"security":[17],"cameras,":[18],"household":[19],"intelligent":[20,74],"devices,":[21,79,224],"mobile":[22],"robots,":[23],"and":[24,35,86,115,128,180,220,229],"among":[25],"others.":[26],"However,":[27],"these":[28],"low-end":[29],"devices":[30,99,159],"can":[31,139,160],"hardly":[32],"provide":[33],"accurate":[36,87],"analysis":[38,88,228],"functionalities":[39],"due":[40],"to":[41,83,103,165,178,186,204],"their":[42],"limited":[43],"onboard":[44],"performances.":[45],"Traditional":[46],"centralized":[47],"server":[48],"computing":[49],"also":[50],"suffers":[51],"from":[52],"its":[53],"prolonged":[54],"transmission":[55],"latency,":[56],"resulting":[57],"huge":[59],"response":[60],"time.":[61],"To":[62],"deal":[63],"with":[64,76],"this":[65,67],"problem,":[66],"article":[68],"presents":[69],"a":[70,173],"novel":[71],"distributed":[72],"computation":[73,206],"system":[75],"nearby":[77],"edge":[78,98,108,111,123,149,167,170,190,211],"abbreviated":[80],"EdgeStreaming,":[82],"facilitate":[84],"rapid":[85],"of":[89,121,133,147,231,247],"data.":[91,234,249],"First,":[92],"we":[93],"thoroughly":[94],"explore":[95],"the":[96,101,117,144,152,244],"available":[97],"surrounding":[100],"terminal":[102,158],"generate":[104],"an":[105,210],"internally":[106],"interconnected":[107],"network.":[109],"This":[110],"network":[112,171,212],"perceives":[114],"updates":[116],"internal":[118],"resource":[119],"status":[120],"each":[122],"device,":[124],"computational":[127,135,195],"storage":[129,137],"resources.":[130],"Dynamic":[131],"allocation":[132],"external":[134,157],"or":[136,188],"demands":[138,185],"be":[140,161],"made":[141],"based":[142],"on":[143],"current":[145],"load":[146],"individual":[148],"devices.":[150,191],"Consequently,":[151],"perceived":[155],"by":[156,200],"transmitted":[162],"any":[166],"gateway.":[168],"The":[169],"employs":[172],"well-designed":[174],"task":[175],"scheduling":[176],"strategy":[177],"partition":[179],"allocate":[181],"processing":[184,246],"one":[187],"multiple":[189,214],"Additionally,":[192],"it":[193],"customizes":[194],"requirements":[196],"judiciously,":[197],"for":[198,243],"instance,":[199],"utilizing":[201],"model":[202],"compression":[203],"expedite":[205],"speed.":[207],"We":[208,235],"deployed":[209],"comprising":[213],"Raspberry":[215],"Pis,":[216],"NVIDIA":[217,222],"Jetson":[218,221],"Nano,":[219],"TX2":[223],"successfully":[225],"achieving":[226],"detection":[230],"video":[232],"believe":[236],"our":[237],"work":[238],"provides":[239],"new":[240],"technological":[241],"support":[242]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}