{"id":"https://openalex.org/W2809729590","doi":"https://doi.org/10.1109/sahcn.2018.8397140","title":"Stochastic Scheduling Towards Cost Efficient Network Function Virtualization in Edge Cloud","display_name":"Stochastic Scheduling Towards Cost Efficient Network Function Virtualization in Edge Cloud","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2809729590","doi":"https://doi.org/10.1109/sahcn.2018.8397140","mag":"2809729590"},"language":"en","primary_location":{"id":"doi:10.1109/sahcn.2018.8397140","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sahcn.2018.8397140","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)","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/A5077093242","display_name":"Deze Zeng","orcid":"https://orcid.org/0000-0003-3276-1202"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Deze Zeng","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007296623","display_name":"Jie Zhang","orcid":"https://orcid.org/0000-0002-8073-2118"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Zhang","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073146599","display_name":"Lin Gu","orcid":"https://orcid.org/0000-0002-6525-9334"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Gu","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043464306","display_name":"Song Guo","orcid":"https://orcid.org/0000-0001-9831-2202"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Guo","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077093242"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":null,"apc_paid":null,"fwci":1.6608,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85645035,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998999834060669,"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/T10714","display_name":"Software-Defined Networks and 5G","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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9987000226974487,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9987000226974487,"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":0.7734123468399048},{"id":"https://openalex.org/keywords/lyapunov-optimization","display_name":"Lyapunov optimization","score":0.7563644051551819},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.65897536277771},{"id":"https://openalex.org/keywords/network-functions-virtualization","display_name":"Network Functions Virtualization","score":0.5260621905326843},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.516992449760437},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5138645172119141},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4974415600299835},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.48870185017585754},{"id":"https://openalex.org/keywords/network-virtualization","display_name":"Network virtualization","score":0.4469241797924042},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.41084399819374084},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.22439205646514893}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7734123468399048},{"id":"https://openalex.org/C101403955","wikidata":"https://www.wikidata.org/wiki/Q6707083","display_name":"Lyapunov optimization","level":5,"score":0.7563644051551819},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.65897536277771},{"id":"https://openalex.org/C200789330","wikidata":"https://www.wikidata.org/wiki/Q7000834","display_name":"Network Functions Virtualization","level":3,"score":0.5260621905326843},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.516992449760437},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5138645172119141},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4974415600299835},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.48870185017585754},{"id":"https://openalex.org/C2779898492","wikidata":"https://www.wikidata.org/wiki/Q4112081","display_name":"Network virtualization","level":4,"score":0.4469241797924042},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.41084399819374084},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.22439205646514893},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.0},{"id":"https://openalex.org/C37935115","wikidata":"https://www.wikidata.org/wiki/Q6707085","display_name":"Lyapunov redesign","level":4,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/sahcn.2018.8397140","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sahcn.2018.8397140","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-130573","is_oa":false,"landing_page_url":"http://www.scopus.com/record/display.url?eid=2-s2.0-85050189946&origin=inward","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1425372485","https://openalex.org/W1435010830","https://openalex.org/W1490486172","https://openalex.org/W1528901575","https://openalex.org/W1578960134","https://openalex.org/W1823841943","https://openalex.org/W1970658902","https://openalex.org/W1975524622","https://openalex.org/W1979128439","https://openalex.org/W1987328208","https://openalex.org/W1995736321","https://openalex.org/W2006689319","https://openalex.org/W2021962600","https://openalex.org/W2038268348","https://openalex.org/W2043255416","https://openalex.org/W2043352445","https://openalex.org/W2059092774","https://openalex.org/W2067209328","https://openalex.org/W2105685892","https://openalex.org/W2113551315","https://openalex.org/W2115537518","https://openalex.org/W2137152139","https://openalex.org/W2138314086","https://openalex.org/W2165250321","https://openalex.org/W2167669776","https://openalex.org/W2319396036","https://openalex.org/W2342649568","https://openalex.org/W2343204836","https://openalex.org/W2408142315","https://openalex.org/W2492309821","https://openalex.org/W2735586186","https://openalex.org/W2774440108","https://openalex.org/W2887785069","https://openalex.org/W3015118234","https://openalex.org/W6628196304","https://openalex.org/W6628561984","https://openalex.org/W6642924927"],"related_works":["https://openalex.org/W2317094215","https://openalex.org/W2947277503","https://openalex.org/W112648010","https://openalex.org/W2038957884","https://openalex.org/W206565998","https://openalex.org/W2111213071","https://openalex.org/W2122873612","https://openalex.org/W2802062002","https://openalex.org/W1661390099","https://openalex.org/W2461440407"],"abstract_inverted_index":{"Network":[0],"Function":[1],"Virtualization":[2],"(NFV)":[3],"emerges":[4],"as":[5],"a":[6,76,84,125],"promising":[7],"technology":[8],"to":[9,24,39,56,94],"increase":[10],"the":[11,41,45,58,97,116],"network":[12,26,42,48,78,107],"flexibility,":[13],"customizability":[14],"and":[15,110,119,137],"efficiency":[16,139],"by":[17,143],"softwarizing":[18],"traditional":[19],"dedicated":[20],"hardware":[21],"based":[22,131],"functions":[23],"virtualized":[25],"functions.":[27,43],"The":[28,113],"prosperous":[29],"potential":[30],"of":[31,47,104],"edge":[32],"cloud":[33],"makes":[34],"it":[35],"an":[36,51],"ideal":[37],"platform":[38],"host":[40],"From":[44],"perspective":[46],"service":[49],"providers,":[50],"inevitable":[52],"concern":[53],"is":[54,122,135,140],"how":[55,93],"reduce":[57],"overall":[59,98,120],"cost":[60,100,121],"for":[61],"renting":[62],"various":[63],"resources":[64],"from":[65],"infrastructure":[66],"providers.":[67],"In":[68],"this":[69],"paper,":[70],"unlike":[71],"existing":[72],"related":[73],"studies":[74],"assuming":[75],"preknown":[77],"traffic":[79],"demand,":[80],"we":[81],"alternatively":[82],"consider":[83],"practical":[85],"case":[86],"without":[87],"any":[88],"prior":[89],"knowledge.":[90],"We":[91],"investigate":[92],"dynamically":[95],"minimize":[96],"operational":[99],"with":[101],"joint":[102],"consideration":[103],"packet":[105],"scheduling,":[106],"function":[108],"management":[109],"resource":[111],"allocation.":[112],"tradeoff":[114],"between":[115],"queue":[117],"backlog":[118],"analyzed":[123],"using":[124],"Lyapunov":[126],"optimization":[127],"framework.":[128],"A":[129],"backpressure":[130],"online":[132],"scheduling":[133],"algorithm":[134],"proposed":[136],"its":[138],"extensively":[141],"evaluated":[142],"trace-driven":[144],"simulations.":[145]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
