{"id":"https://openalex.org/W1985297267","doi":"https://doi.org/10.1145/2739482.2768430","title":"Using Genetic Algorithms for Deadline-Constrained Monitor Selection in Dynamic Computer Networks","display_name":"Using Genetic Algorithms for Deadline-Constrained Monitor Selection in Dynamic Computer Networks","publication_year":2015,"publication_date":"2015-07-10","ids":{"openalex":"https://openalex.org/W1985297267","doi":"https://doi.org/10.1145/2739482.2768430","mag":"1985297267"},"language":"en","primary_location":{"id":"doi:10.1145/2739482.2768430","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2768430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation","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/A5041384541","display_name":"Robin Mueller-Bady","orcid":"https://orcid.org/0000-0002-2172-6711"},"institutions":[{"id":"https://openalex.org/I5237613","display_name":"Frankfurt University of Applied Sciences","ror":"https://ror.org/02r625m11","country_code":"DE","type":"education","lineage":["https://openalex.org/I5237613"]},{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Robin Mueller-Bady","raw_affiliation_strings":["Frankfurt University of Applied Sciences, Frankfurt am Main, Germany","Frankfurt University of Applied Sciences, Frankfurt am Main, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"Frankfurt University of Applied Sciences, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I5237613","https://openalex.org/I114090438"]},{"raw_affiliation_string":"Frankfurt University of Applied Sciences, Frankfurt am Main, Germany#TAB#","institution_ids":["https://openalex.org/I5237613","https://openalex.org/I114090438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014472641","display_name":"Ruediger Gad","orcid":null},"institutions":[{"id":"https://openalex.org/I5237613","display_name":"Frankfurt University of Applied Sciences","ror":"https://ror.org/02r625m11","country_code":"DE","type":"education","lineage":["https://openalex.org/I5237613"]},{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ruediger Gad","raw_affiliation_strings":["Frankfurt University of Applied Sciences, Frankfurt am Main, Germany","Frankfurt University of Applied Sciences, Frankfurt am Main, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"Frankfurt University of Applied Sciences, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I5237613","https://openalex.org/I114090438"]},{"raw_affiliation_string":"Frankfurt University of Applied Sciences, Frankfurt am Main, Germany#TAB#","institution_ids":["https://openalex.org/I5237613","https://openalex.org/I114090438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111909213","display_name":"Martin Kappes","orcid":null},"institutions":[{"id":"https://openalex.org/I5237613","display_name":"Frankfurt University of Applied Sciences","ror":"https://ror.org/02r625m11","country_code":"DE","type":"education","lineage":["https://openalex.org/I5237613"]},{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Kappes","raw_affiliation_strings":["Frankfurt University of Applied Sciences, Frankfurt am Main, Germany","Frankfurt University of Applied Sciences, Frankfurt am Main, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"Frankfurt University of Applied Sciences, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I5237613","https://openalex.org/I114090438"]},{"raw_affiliation_string":"Frankfurt University of Applied Sciences, Frankfurt am Main, Germany#TAB#","institution_ids":["https://openalex.org/I5237613","https://openalex.org/I114090438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045420880","display_name":"Inmaculada Medina\u2010Bulo","orcid":"https://orcid.org/0000-0002-7543-2671"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Inmaculada Medina-Bulo","raw_affiliation_strings":["Universidad de C\u00e1diz, C\u00e1diz, Germany"],"affiliations":[{"raw_affiliation_string":"Universidad de C\u00e1diz, C\u00e1diz, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041384541"],"corresponding_institution_ids":["https://openalex.org/I114090438","https://openalex.org/I5237613"],"apc_list":null,"apc_paid":null,"fwci":1.6641,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.85717636,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"867","last_page":"874"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","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/T10400","display_name":"Network Security and Intrusion Detection","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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9941999912261963,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9932000041007996,"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":0.8027446866035461},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6226269602775574},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5809869170188904},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5653744339942932},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.520924985408783},{"id":"https://openalex.org/keywords/vertex-cover","display_name":"Vertex cover","score":0.4908371567726135},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.4584813117980957},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.43521833419799805},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36743277311325073},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3460242748260498},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34415364265441895},{"id":"https://openalex.org/keywords/approximation-algorithm","display_name":"Approximation algorithm","score":0.25571590662002563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1521003544330597},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13022202253341675},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0935584306716919}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8027446866035461},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6226269602775574},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5809869170188904},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5653744339942932},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.520924985408783},{"id":"https://openalex.org/C40687702","wikidata":"https://www.wikidata.org/wiki/Q11515519","display_name":"Vertex cover","level":3,"score":0.4908371567726135},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.4584813117980957},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.43521833419799805},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36743277311325073},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3460242748260498},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34415364265441895},{"id":"https://openalex.org/C148764684","wikidata":"https://www.wikidata.org/wiki/Q621751","display_name":"Approximation algorithm","level":2,"score":0.25571590662002563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1521003544330597},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13022202253341675},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0935584306716919},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2739482.2768430","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2768430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W326128841","https://openalex.org/W1507874474","https://openalex.org/W1516301787","https://openalex.org/W1560486077","https://openalex.org/W1603762601","https://openalex.org/W1639032689","https://openalex.org/W1964581121","https://openalex.org/W1985261848","https://openalex.org/W1993003752","https://openalex.org/W2020009149","https://openalex.org/W2028575625","https://openalex.org/W2039730337","https://openalex.org/W2059927068","https://openalex.org/W2065350252","https://openalex.org/W2070484018","https://openalex.org/W2085583027","https://openalex.org/W2086248694","https://openalex.org/W2088803189","https://openalex.org/W2109042184","https://openalex.org/W2121895216","https://openalex.org/W2124637492","https://openalex.org/W2138093965","https://openalex.org/W2152065667","https://openalex.org/W2401610261","https://openalex.org/W2798588639","https://openalex.org/W2902965010","https://openalex.org/W2912706550","https://openalex.org/W2913264117","https://openalex.org/W2976664243","https://openalex.org/W3149604617","https://openalex.org/W4213311856","https://openalex.org/W6611245572","https://openalex.org/W6630838125","https://openalex.org/W6633662972","https://openalex.org/W6672050337","https://openalex.org/W6678485558"],"related_works":["https://openalex.org/W1566660502","https://openalex.org/W2156896570","https://openalex.org/W2036594069","https://openalex.org/W41549461","https://openalex.org/W3111015064","https://openalex.org/W2043560626","https://openalex.org/W2997567050","https://openalex.org/W2359923140","https://openalex.org/W4300924202","https://openalex.org/W2168711306"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3,66],"address":[4],"the":[5,48,59],"problem":[6,54,62],"of":[7,12,26,36,47],"selecting":[8],"a":[9,42,68],"minimal":[10],"number":[11],"optimally":[13],"positioned":[14],"monitors":[15],"for":[16,75],"capturing":[17],"network":[18,23,28],"traffic":[19],"in":[20,80],"dynamic":[21],"computer":[22,27],"environments.":[24],"Requirements":[25],"monitoring":[29,49],"change":[30],"frequently,":[31],"e.g.,":[32],"due":[33],"to":[34,58],"indicators":[35],"an":[37,77],"ongoing":[38],"attack,":[39],"which":[40,63],"requires":[41],"continuous":[43],"optimization":[44,73],"and":[45],"adaptation":[46],"state.":[50],"The":[51],"monitor":[52],"selection":[53],"can":[55],"be":[56],"mapped":[57],"vertex":[60],"cover":[61],"NP-complete.":[64],"Therefore,":[65],"propose":[67],"genetic":[69],"algorithm":[70],"(GA)":[71],"as":[72],"heuristic":[74],"obtaining":[76],"appropriate":[78],"solution":[79],"adequate":[81],"time.":[82]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}