{"id":"https://openalex.org/W2786932819","doi":"https://doi.org/10.1109/access.2018.2846543","title":"Slice as an Evolutionary Service: Genetic Optimization for Inter-Slice Resource Management in 5G Networks","display_name":"Slice as an Evolutionary Service: Genetic Optimization for Inter-Slice Resource Management in 5G Networks","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2786932819","doi":"https://doi.org/10.1109/access.2018.2846543","mag":"2786932819"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2846543","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2846543","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2846543","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020795703","display_name":"Bin Han","orcid":"https://orcid.org/0000-0003-2086-2487"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Bin Han","raw_affiliation_strings":["Institute of Wireless Communications, Technische Universit\u00e4t Kaiserslautern, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Wireless Communications, Technische Universit\u00e4t Kaiserslautern, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052861333","display_name":"Ji Lianghai","orcid":null},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ji Lianghai","raw_affiliation_strings":["Institute of Wireless Communications, Technische Universit\u00e4t Kaiserslautern, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Wireless Communications, Technische Universit\u00e4t Kaiserslautern, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008473850","display_name":"Hans D. Schotten","orcid":"https://orcid.org/0000-0001-5005-3635"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hans D. Schotten","raw_affiliation_strings":["Institute of Wireless Communications, Technische Universit\u00e4t Kaiserslautern, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Wireless Communications, Technische Universit\u00e4t Kaiserslautern, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5020795703"],"corresponding_institution_ids":["https://openalex.org/I153267046"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":15.6047,"has_fulltext":false,"cited_by_count":117,"citation_normalized_percentile":{"value":0.99209836,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"6","issue":null,"first_page":"33137","last_page":"33147"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9980999827384949,"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":0.9980999827384949,"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/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10847","display_name":"Advanced Optical Network Technologies","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6393675804138184},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5046402215957642},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.45592832565307617},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4369671642780304},{"id":"https://openalex.org/keywords/wafer","display_name":"Wafer","score":0.4172021746635437},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4116584062576294},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.34543275833129883},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.16029119491577148},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.15555942058563232},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13426458835601807}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6393675804138184},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5046402215957642},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.45592832565307617},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4369671642780304},{"id":"https://openalex.org/C160671074","wikidata":"https://www.wikidata.org/wiki/Q267131","display_name":"Wafer","level":2,"score":0.4172021746635437},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4116584062576294},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.34543275833129883},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.16029119491577148},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.15555942058563232},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13426458835601807},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2018.2846543","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2846543","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1802.04491","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1802.04491","pdf_url":"https://arxiv.org/pdf/1802.04491","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:doaj.org/article:c79c34b620a8407890d0fd07423f24a1","is_oa":true,"landing_page_url":"https://doaj.org/article/c79c34b620a8407890d0fd07423f24a1","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 33137-33147 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2846543","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2846543","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1883129742","display_name":null,"funder_award_id":"761445","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1914583973","https://openalex.org/W2029382120","https://openalex.org/W2034603054","https://openalex.org/W2036390514","https://openalex.org/W2048402506","https://openalex.org/W2095149148","https://openalex.org/W2097732261","https://openalex.org/W2098047465","https://openalex.org/W2124114188","https://openalex.org/W2126105956","https://openalex.org/W2149166950","https://openalex.org/W2152783321","https://openalex.org/W2158674928","https://openalex.org/W2162232298","https://openalex.org/W2320891330","https://openalex.org/W2404475625","https://openalex.org/W2605961225","https://openalex.org/W2613010233","https://openalex.org/W2623352630","https://openalex.org/W2751757814","https://openalex.org/W2756242594","https://openalex.org/W2758392317","https://openalex.org/W2783560802","https://openalex.org/W2786176474","https://openalex.org/W2904250082","https://openalex.org/W2964273049","https://openalex.org/W3023540311","https://openalex.org/W3098945132","https://openalex.org/W4229656981","https://openalex.org/W4297917482","https://openalex.org/W6674549262","https://openalex.org/W6738861913"],"related_works":["https://openalex.org/W1998662473","https://openalex.org/W1988252515","https://openalex.org/W2075391483","https://openalex.org/W2742348144","https://openalex.org/W2038820605","https://openalex.org/W1985417357","https://openalex.org/W2138260944","https://openalex.org/W2151342429","https://openalex.org/W2394465510","https://openalex.org/W2097486318"],"abstract_inverted_index":{"In":[0],"the":[1,7,41,62,83,93],"context":[2],"of":[3,9],"fifth-generation":[4],"mobile":[5,14,22],"networks,":[6],"concept":[8],"\u201cSlice":[10],"as":[11],"a":[12,54,89],"Service\u201dpromotes":[13],"network":[15,69],"operators":[16],"to":[17,39,80],"flexibly":[18],"share":[19],"infrastructures":[20],"with":[21,31,66,82],"service":[23,109],"providers":[24],"and":[25,96,111],"stakeholders.":[26],"However,":[27],"it":[28],"also":[29],"challenges":[30],"an":[32],"emerging":[33],"demand":[34],"for":[35],"efficient":[36],"online":[37,56],"algorithms":[38],"optimize":[40],"request-and-decision-based":[42],"inter-slice":[43],"resource":[44],"management":[45],"strategy.":[46],"Based":[47],"on":[48],"genetic":[49],"algorithms,":[50],"this":[51],"paper":[52],"presents":[53],"novel":[55],"optimizer":[57],"that":[58],"efficiently":[59],"approaches":[60],"toward":[61],"ideal":[63],"slicing":[64,75],"strategy":[65],"maximized":[67],"long-term":[68],"utility.":[70],"The":[71],"proposed":[72],"method":[73],"encodes":[74],"strategies":[76],"into":[77],"binary":[78],"sequences":[79],"cope":[81],"request-and-decision":[84],"mechanism.":[85],"It":[86],"requires":[87],"no":[88],"priori":[90],"knowledge":[91],"about":[92],"traffic/utility":[94],"models":[95],"therefore":[97],"supports":[98],"heterogeneous":[99],"slices":[100],"while":[101],"providing":[102],"solid":[103],"effectiveness,":[104],"good":[105],"robustness":[106],"against":[107],"non-stationary":[108],"scenarios,":[110],"high":[112],"scalability.":[113]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":25},{"year":2020,"cited_by_count":23},{"year":2019,"cited_by_count":27},{"year":2018,"cited_by_count":5}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2018-02-23T00:00:00"}