{"id":"https://openalex.org/W3179348428","doi":"https://doi.org/10.1155/2021/4539540","title":"On Improving the Robustness of MEC with Big Data Analysis for Mobile Video Communication","display_name":"On Improving the Robustness of MEC with Big Data Analysis for Mobile Video Communication","publication_year":2021,"publication_date":"2021-07-06","ids":{"openalex":"https://openalex.org/W3179348428","doi":"https://doi.org/10.1155/2021/4539540","mag":"3179348428"},"language":"en","primary_location":{"id":"doi:10.1155/2021/4539540","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/4539540","pdf_url":"https://downloads.hindawi.com/journals/scn/2021/4539540.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0114","issn":["1939-0114","1939-0122"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Security and Communication Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/scn/2021/4539540.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042963267","display_name":"Jianming Zhao","orcid":"https://orcid.org/0000-0002-3517-8349"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianming Zhao","raw_affiliation_strings":["Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China","Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang 110016, China","State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China"],"affiliations":[{"raw_affiliation_string":"Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang 110016, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"raw_affiliation_string":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005866333","display_name":"Peng Zeng","orcid":"https://orcid.org/0000-0002-3904-9245"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peng Zeng","raw_affiliation_strings":["Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China","Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang 110016, China","State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China"],"affiliations":[{"raw_affiliation_string":"Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang 110016, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"raw_affiliation_string":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101885508","display_name":"Yingjun Liu","orcid":"https://orcid.org/0000-0001-9958-7953"},"institutions":[{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjun Liu","raw_affiliation_strings":["Industry Development and Promotion Center, Ministry of Industry and Information Technology of the People\u2019s Republic of China, Beijing 100846, China"],"affiliations":[{"raw_affiliation_string":"Industry Development and Promotion Center, Ministry of Industry and Information Technology of the People\u2019s Republic of China, Beijing 100846, China","institution_ids":["https://openalex.org/I890469752"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100417422","display_name":"Tianyu Wang","orcid":"https://orcid.org/0000-0002-3331-2081"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyu Wang","raw_affiliation_strings":["Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China","Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang 110016, China","State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China"],"affiliations":[{"raw_affiliation_string":"Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang 110016, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"raw_affiliation_string":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5005866333"],"corresponding_institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.1528,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49222569,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9840999841690063,"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":0.9840999841690063,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9825999736785889,"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":0.8978092670440674},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.8070611953735352},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.586499035358429},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.5459418296813965},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4905921518802643},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4699687361717224},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.43194031715393066},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.41326162219047546},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3434772193431854},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.23960986733436584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11368420720100403}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8978092670440674},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8070611953735352},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.586499035358429},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.5459418296813965},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4905921518802643},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4699687361717224},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.43194031715393066},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.41326162219047546},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3434772193431854},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.23960986733436584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11368420720100403},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2021/4539540","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/4539540","pdf_url":"https://downloads.hindawi.com/journals/scn/2021/4539540.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0114","issn":["1939-0114","1939-0122"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Security and Communication Networks","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6e571e1b3bfe48478abc80b9ebef0eb0","is_oa":true,"landing_page_url":"https://doaj.org/article/6e571e1b3bfe48478abc80b9ebef0eb0","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Security and Communication Networks, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:ir.sia.cn/:173321/29393","is_oa":false,"landing_page_url":"http://ir.sia.cn/handle/173321/29393","pdf_url":null,"source":{"id":"https://openalex.org/S4377196984","display_name":"SIA OpenIR (Chinese Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I19820366","host_organization_name":"Chinese Academy of Sciences","host_organization_lineage":["https://openalex.org/I19820366"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u671f\u520a\u8bba\u6587"}],"best_oa_location":{"id":"doi:10.1155/2021/4539540","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/4539540","pdf_url":"https://downloads.hindawi.com/journals/scn/2021/4539540.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0114","issn":["1939-0114","1939-0122"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Security and Communication Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.6299999952316284}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3179348428.pdf","grobid_xml":"https://content.openalex.org/works/W3179348428.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W251114167","https://openalex.org/W1967385589","https://openalex.org/W1989400610","https://openalex.org/W2004053228","https://openalex.org/W2060464767","https://openalex.org/W2112615110","https://openalex.org/W2120375247","https://openalex.org/W2171121903","https://openalex.org/W2561715741","https://openalex.org/W2603810864","https://openalex.org/W2624989916","https://openalex.org/W2753238199","https://openalex.org/W2754993275","https://openalex.org/W2841213531","https://openalex.org/W2897259931","https://openalex.org/W2910417943","https://openalex.org/W2929014970","https://openalex.org/W2950013061","https://openalex.org/W3001125607","https://openalex.org/W3045975514","https://openalex.org/W3091994128","https://openalex.org/W3092860516","https://openalex.org/W3098569694","https://openalex.org/W3104140369","https://openalex.org/W3119857888","https://openalex.org/W3126291053","https://openalex.org/W3129839749","https://openalex.org/W3213207428","https://openalex.org/W6763371586"],"related_works":["https://openalex.org/W4361251304","https://openalex.org/W2979760315","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W3174690704","https://openalex.org/W4386004629","https://openalex.org/W2968424451","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Mobile":[0,19,61],"video":[1,37,44,202,214],"communication":[2],"and":[3,11,209,229,252,254,274,298],"Internet":[4],"of":[5,36,92,101,132,150,157,185,206,212,226,232,246,267,270,294],"Things":[6],"are":[7,46,113,125,165],"playing":[8],"a":[9],"more":[10,12,126,166],"important":[13],"role":[14],"in":[15,84,108,110,196,305],"our":[16],"daily":[17],"life.":[18],"Edge":[20,62],"Computing":[21,63],"(MEC),":[22],"as":[23],"the":[24,29,34,90,93,102,111,129,135,148,151,155,183,186,190,197,204,210,213,217,224,230,233,244,256,265,268,271,275,286,292,295],"essential":[25],"network":[26,121,133,152,187,247],"architecture":[27],"for":[28,200,278],"Internet,":[30],"can":[31,289],"significantly":[32,290],"improve":[33,291],"quality":[35],"streaming":[38],"applications.":[39],"The":[40,220],"mobile":[41,201],"devices":[42],"transferring":[43],"flow":[45],"often":[47,66],"exposed":[48],"to":[49,120,146,154,249,261,263,302],"hostile":[50],"environment,":[51],"where":[52],"they":[53],"would":[54],"be":[55,250,303],"damaged":[56],"by":[57,105],"different":[58],"attackers.":[59],"Accordingly,":[60],"Network":[64],"is":[65,95,144,193],"vulnerable":[67],"under":[68,134,168,176],"disruptions,":[69],"against":[70],"either":[71],"natural":[72],"disasters":[73],"or":[74,116],"human":[75,177],"intentional":[76,178],"attacks.":[77,179],"Therefore,":[78,180],"research":[79],"on":[80],"secure":[81],"hub":[82],"location":[83],"MEC,":[85],"which":[86],"could":[87],"obviously":[88],"enhance":[89],"robustness":[91,240,276,293],"network,":[94],"highly":[96],"invaluable.":[97],"At":[98],"present,":[99],"most":[100],"attacks":[103,115],"encountered":[104],"edge":[106,161,227],"nodes":[107,228,248],"MEC":[109,198,296,307],"IoT":[112],"random":[114,117,136,169],"failures.":[118,137],"According":[119],"science,":[122],"scale-free":[123],"networks":[124,164,173,199,297],"robust":[127,167],"than":[128],"other":[130],"types":[131],"In":[138,239],"this":[139],"paper,":[140],"an":[141],"optimization":[142],"algorithm":[143,221,288],"proposed":[145,287],"reorganize":[147],"structure":[149,184,218],"according":[153],"amount":[156,231],"information":[158,234],"transmitted":[159],"between":[160,235],"nodes.":[162],"BA":[163],"attacks,":[170],"while":[171],"WS":[172],"behave":[174],"better":[175],"we":[181,242],"change":[182],"accordingly,":[188],"when":[189],"attack":[191,257,280],"type":[192],"different.":[194],"Besides,":[195],"communication,":[203],"capacity":[205],"each":[207,279],"device":[208],"size":[211,269],"data":[215],"influence":[216],"significantly.":[219],"sufficiently":[222],"takes":[223],"capability":[225],"them":[236],"into":[237],"consideration.":[238],"test,":[241],"set":[243],"number":[245],"200":[251],"500":[253],"increase":[255],"scale":[258],"from":[259],"0%":[260],"100%":[262],"observe":[264],"behaviours":[266],"giant":[272],"component":[273],"calculated":[277],"method.":[281],"Evaluation":[282],"results":[283],"show":[284],"that":[285],"has":[299],"good":[300],"potential":[301],"applied":[304],"real-world":[306],"systems.":[308]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
