{"id":"https://openalex.org/W2800097363","doi":"https://doi.org/10.1145/3144457.3144496","title":"Towards an Analysis of Traffic Shaping and Policing in Fog Networks Using Stochastic Fluid Models","display_name":"Towards an Analysis of Traffic Shaping and Policing in Fog Networks Using Stochastic Fluid Models","publication_year":2017,"publication_date":"2017-11-07","ids":{"openalex":"https://openalex.org/W2800097363","doi":"https://doi.org/10.1145/3144457.3144496","mag":"2800097363"},"language":"en","primary_location":{"id":"doi:10.1145/3144457.3144496","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3144457.3144496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Towards_an_analysis_of_traffic_shaping_and_policing_in_fog_networks_using_stochastic_fluid_models/20808535","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020474429","display_name":"Jiaojiao Jiang","orcid":"https://orcid.org/0000-0001-7307-8114"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jiaojiao Jiang","raw_affiliation_strings":["School of Software and Electrical Engineering, Swinburne University of Technology, Australia"],"affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Swinburne University of Technology, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012293028","display_name":"Longxiang Gao","orcid":"https://orcid.org/0000-0002-3026-7537"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Longxiang Gao","raw_affiliation_strings":["School of Information Technology, Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080328538","display_name":"Jiong Jin","orcid":"https://orcid.org/0000-0002-0306-2691"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jiong Jin","raw_affiliation_strings":["School of Software and Electrical Engineering, Swinburne University of Technology, Australia"],"affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Swinburne University of Technology, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040978564","display_name":"Tom H. Luan","orcid":"https://orcid.org/0000-0002-5215-7443"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tom H. Luan","raw_affiliation_strings":["National Key Laboratory of Integrated Networks Services, Xidian University, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Integrated Networks Services, Xidian University, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005228053","display_name":"Shui Yu","orcid":"https://orcid.org/0000-0003-4485-6743"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shui Yu","raw_affiliation_strings":["School of Information Technology, Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054168288","display_name":"Dong Yuan","orcid":"https://orcid.org/0000-0003-1130-0888"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]},{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Dong Yuan","raw_affiliation_strings":["School of Electrical and Information Engineering, University of Sydney, Australia","School of Information Science and Engineering, Shandong University, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong University, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051297830","display_name":"Yong Xiang","orcid":"https://orcid.org/0000-0003-3545-7863"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yong Xiang","raw_affiliation_strings":["School of Information Technology, Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100518283","display_name":"Dongfeng Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]},{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Dongfeng Yuan","raw_affiliation_strings":["School of Electrical and Information Engineering, University of Sydney, Australia","School of Information Science and Engineering, Shandong University, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong University, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5020474429"],"corresponding_institution_ids":["https://openalex.org/I57093077"],"apc_list":null,"apc_paid":null,"fwci":0.2193,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63295814,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"196","last_page":"204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9994999766349792,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9994999766349792,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9988999962806702,"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":0.9986000061035156,"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/burstiness","display_name":"Burstiness","score":0.9659410119056702},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6975396871566772},{"id":"https://openalex.org/keywords/leaky-bucket","display_name":"Leaky bucket","score":0.5847485065460205},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5354583263397217},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.5158073902130127},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.49521198868751526},{"id":"https://openalex.org/keywords/traffic-shaping","display_name":"Traffic shaping","score":0.4849529564380646},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.46887755393981934},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.4459281861782074},{"id":"https://openalex.org/keywords/traffic-policing","display_name":"Traffic policing","score":0.42010974884033203},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.39683443307876587},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.31666430830955505},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.1974378228187561},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16210883855819702},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.14401030540466309},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12277564406394958},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08248153328895569}],"concepts":[{"id":"https://openalex.org/C2781023610","wikidata":"https://www.wikidata.org/wiki/Q17006304","display_name":"Burstiness","level":3,"score":0.9659410119056702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6975396871566772},{"id":"https://openalex.org/C164916973","wikidata":"https://www.wikidata.org/wiki/Q1378386","display_name":"Leaky bucket","level":3,"score":0.5847485065460205},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5354583263397217},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.5158073902130127},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.49521198868751526},{"id":"https://openalex.org/C46451311","wikidata":"https://www.wikidata.org/wiki/Q262550","display_name":"Traffic shaping","level":4,"score":0.4849529564380646},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.46887755393981934},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.4459281861782074},{"id":"https://openalex.org/C12303254","wikidata":"https://www.wikidata.org/wiki/Q3536428","display_name":"Traffic policing","level":5,"score":0.42010974884033203},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.39683443307876587},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.31666430830955505},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.1974378228187561},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16210883855819702},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.14401030540466309},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12277564406394958},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08248153328895569},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3144457.3144496","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3144457.3144496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30107070","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20808535","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Towards_an_analysis_of_traffic_shaping_and_policing_in_fog_networks_using_stochastic_fluid_models/20808535","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:researchbank.swinburne.edu.au:eca234fc-c462-4f52-9e4a-fb8a29ea5d31/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/439724","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2017), Melbourne, Australia, 7-10 November, 2017","raw_type":""}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20808535","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Towards_an_analysis_of_traffic_shaping_and_policing_in_fog_networks_using_stochastic_fluid_models/20808535","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W139275173","https://openalex.org/W1591854683","https://openalex.org/W1700854214","https://openalex.org/W1904483788","https://openalex.org/W2009287270","https://openalex.org/W2020861455","https://openalex.org/W2026782279","https://openalex.org/W2064371950","https://openalex.org/W2091194241","https://openalex.org/W2114623221","https://openalex.org/W2128687617","https://openalex.org/W2131156751","https://openalex.org/W2135482378","https://openalex.org/W2154126105","https://openalex.org/W2529900280","https://openalex.org/W2566891160","https://openalex.org/W2567142303","https://openalex.org/W4301177107"],"related_works":["https://openalex.org/W2026654353","https://openalex.org/W2001369482","https://openalex.org/W2113472064","https://openalex.org/W2102348267","https://openalex.org/W2013413622","https://openalex.org/W832162869","https://openalex.org/W2147671878","https://openalex.org/W2283231044","https://openalex.org/W2108877488","https://openalex.org/W1855129033"],"abstract_inverted_index":{"This":[0],"paper":[1],"gives":[2],"models":[3],"and":[4,10,28,30,50,85,115],"analytic":[5],"techniques":[6],"for":[7,54],"studying":[8],"shaping":[9,84],"policing":[11,86],"data":[12,74,118],"traffic":[13,18,52,132],"in":[14,19,58,83],"fog":[15,60],"networks.":[16,61],"The":[17,93],"these":[20],"networks":[21],"is":[22,128],"expected":[23],"to":[24,48,130],"be":[25,33],"highly":[26],"diverse":[27],"bursty,":[29],"regulation":[31],"will":[32],"required":[34],"as":[35],"an":[36],"integral":[37],"part":[38],"of":[39,73,80,117],"congestion":[40,56],"control.":[41],"We":[42],"generalize":[43],"the":[44,64,70,78,81,101,125],"Leaky":[45,102],"Bucket":[46,103],"model":[47,82,104,126],"shape":[49],"police":[51],"source":[53,133],"rate-based":[55],"control":[57],"high-speed":[59],"In":[62],"particular,":[63],"Markov":[65],"modulated":[66],"fluid":[67],"sources":[68],"reflect":[69],"bursty":[71],"characteristics":[72],"traffic.":[75,119],"To":[76],"measure":[77],"performance":[79,91,127],"traffic,":[87],"we":[88],"derive":[89],"four":[90],"metrics.":[92],"experimental":[94],"results":[95,121],"show":[96],"that":[97,124],"with":[98],"proper":[99],"design":[100],"effectively":[105],"controls":[106],"a":[107],"4-way":[108],"trade-off":[109],"between":[110],"throughput,":[111],"loss":[112],"probability,":[113],"delay":[114],"burstiness":[116],"Numerical":[120],"also":[122],"reveal":[123],"sensitive":[129],"certain":[131],"characteristics.":[134]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}