{"id":"https://openalex.org/W3102944121","doi":"https://doi.org/10.1109/nof50125.2020.9249089","title":"Multi-Objective Genetic Algorithm for the Joint Optimization of Energy Efficiency and Rule Reduction in Software-Defined Networks","display_name":"Multi-Objective Genetic Algorithm for the Joint Optimization of Energy Efficiency and Rule Reduction in Software-Defined Networks","publication_year":2020,"publication_date":"2020-10-12","ids":{"openalex":"https://openalex.org/W3102944121","doi":"https://doi.org/10.1109/nof50125.2020.9249089","mag":"3102944121"},"language":"en","primary_location":{"id":"doi:10.1109/nof50125.2020.9249089","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nof50125.2020.9249089","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Network of the Future (NoF)","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/A5007908223","display_name":"Jaime Gal\u00e1n\u2013Jim\u00e9nez","orcid":"https://orcid.org/0000-0002-5476-7130"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jaime Galan-Jimenez","raw_affiliation_strings":["University of Extremadura, Spain"],"affiliations":[{"raw_affiliation_string":"University of Extremadura, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085351791","display_name":"Javier Berrocal","orcid":"https://orcid.org/0000-0002-1007-2134"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Berrocal","raw_affiliation_strings":["University of Extremadura, Spain"],"affiliations":[{"raw_affiliation_string":"University of Extremadura, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087396026","display_name":"Juan Luis Herrera","orcid":"https://orcid.org/0000-0002-2280-2878"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Luis Herrera","raw_affiliation_strings":["University of Extremadura, Spain"],"affiliations":[{"raw_affiliation_string":"University of Extremadura, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045370699","display_name":"Marco Polverini","orcid":"https://orcid.org/0000-0002-2614-7567"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Polverini","raw_affiliation_strings":["University of Rome \u201cSapienza\u201d, Rome, Italy","University of Rome \"Sapienza\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"University of Rome \u201cSapienza\u201d, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"University of Rome \"Sapienza\", Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007908223"],"corresponding_institution_ids":["https://openalex.org/I80606768"],"apc_list":null,"apc_paid":null,"fwci":1.2334,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.81625768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"33","last_page":"37"},"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9882000088691711,"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"}},{"id":"https://openalex.org/T12326","display_name":"Network Packet Processing and Optimization","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.7797839641571045},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.58873051404953},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5728889107704163},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.563427209854126},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5071849822998047},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.460495263338089},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4576101005077362},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4258705675601959},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.42546606063842773},{"id":"https://openalex.org/keywords/content-addressable-memory","display_name":"Content-addressable memory","score":0.41635164618492126},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1724003255367279},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.16284561157226562},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10764971375465393},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08002150058746338}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7797839641571045},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.58873051404953},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5728889107704163},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.563427209854126},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5071849822998047},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.460495263338089},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4576101005077362},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4258705675601959},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.42546606063842773},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.41635164618492126},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1724003255367279},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.16284561157226562},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10764971375465393},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08002150058746338},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/nof50125.2020.9249089","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nof50125.2020.9249089","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Network of the Future (NoF)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1695724","is_oa":false,"landing_page_url":"https://hdl.handle.net/11573/1695724","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1481980731","https://openalex.org/W1523209876","https://openalex.org/W2020320008","https://openalex.org/W2028377472","https://openalex.org/W2029168532","https://openalex.org/W2078426348","https://openalex.org/W2126655973","https://openalex.org/W2137838113","https://openalex.org/W2344508509","https://openalex.org/W2613070411","https://openalex.org/W2788090200","https://openalex.org/W2789818463","https://openalex.org/W2791241700","https://openalex.org/W2808461394","https://openalex.org/W2883866671","https://openalex.org/W3009888271","https://openalex.org/W4231339499","https://openalex.org/W6631527149","https://openalex.org/W6737231788"],"related_works":["https://openalex.org/W2086397253","https://openalex.org/W2133122801","https://openalex.org/W600422426","https://openalex.org/W2007156430","https://openalex.org/W2170882281","https://openalex.org/W3081478936","https://openalex.org/W2785612136","https://openalex.org/W1539291615","https://openalex.org/W1988224651","https://openalex.org/W2096179639"],"abstract_inverted_index":{"Although":[0],"the":[1,9,13,19,33,36,53,67],"use":[2],"of":[3,12,21,38,56,102],"Ternary":[4],"Content-Addressable":[5],"Memories":[6],"(TCAMs)":[7],"in":[8,63,100],"flow":[10,39],"tables":[11],"Software-Defined":[14],"Network":[15],"(SDN)":[16],"switches":[17],"increases":[18],"efficiency":[20],"packets":[22],"matching":[23],"procedure,":[24],"drawbacks":[25],"such":[26],"as":[27],"their":[28],"large":[29],"power":[30,57,103],"consumption":[31,58],"and":[32,59,71,110],"limitation":[34,62],"on":[35,85],"number":[37],"rules":[40],"that":[41,91],"can":[42],"be":[43,46],"installed":[44],"must":[45],"taken":[47],"into":[48],"account.":[49],"This":[50],"paper":[51],"tackles":[52],"joint":[54],"problem":[55],"TCAM":[60,112],"size":[61],"SDN.":[64],"By":[65],"exploiting":[66],"Rate":[68],"Adaptation":[69],"technique":[70],"compression":[72],"methods,":[73],"a":[74,86],"Multi-Objective":[75],"Genetic":[76],"Algorithm":[77],"is":[78],"proposed":[79,93],"to":[80],"practically":[81],"solve":[82],"it.":[83],"Simulations":[84],"real":[87],"network":[88],"topology":[89],"show":[90],"our":[92],"solution":[94],"outperforms":[95],"other":[96],"state-of-the-art":[97],"approaches,":[98],"both":[99],"terms":[101],"saving":[104],"gains":[105],"(20%":[106],"at":[107],"non-peak":[108],"TM)":[109],"maximum":[111],"utilization":[113],"(5%).":[114]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-11-23T00:00:00"}