{"id":"https://openalex.org/W2028056711","doi":"https://doi.org/10.1145/1815396.1815471","title":"Traffic-based network clustering","display_name":"Traffic-based network clustering","publication_year":2010,"publication_date":"2010-06-28","ids":{"openalex":"https://openalex.org/W2028056711","doi":"https://doi.org/10.1145/1815396.1815471","mag":"2028056711"},"language":"en","primary_location":{"id":"doi:10.1145/1815396.1815471","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1815396.1815471","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Wireless Communications and Mobile Computing Conference","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/A5060167915","display_name":"Luigi Laura","orcid":"https://orcid.org/0000-0001-6880-8477"},"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":true,"raw_author_name":"Luigi Laura","raw_affiliation_strings":["\"Sapienza\" Universit\u00e0 di Roma, Via Ariosto, Roma, Italy"],"affiliations":[{"raw_affiliation_string":"\"Sapienza\" Universit\u00e0 di Roma, Via Ariosto, Roma, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079223759","display_name":"Maurizio Naldi","orcid":"https://orcid.org/0000-0002-0903-398X"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio Naldi","raw_affiliation_strings":["Univ. di Roma \"Tor Vergata\", Roma, Italy"],"affiliations":[{"raw_affiliation_string":"Univ. di Roma \"Tor Vergata\", Roma, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086186456","display_name":"Giuseppe F. Italiano","orcid":"https://orcid.org/0000-0002-9492-9894"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe F. Italiano","raw_affiliation_strings":["Univ. di Roma \"Tor Vergata\", Roma, Italy"],"affiliations":[{"raw_affiliation_string":"Univ. di Roma \"Tor Vergata\", Roma, Italy","institution_ids":["https://openalex.org/I116067653"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060167915"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":0.6935,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.70740383,"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":"321","last_page":"325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9492999911308289,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8114567995071411},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7303768396377563},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5685105323791504},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5334109663963318},{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"Spectral clustering","score":0.5331662893295288},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.419749915599823},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3775314688682556},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1571280062198639},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0808509886264801}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8114567995071411},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7303768396377563},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5685105323791504},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5334109663963318},{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.5331662893295288},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.419749915599823},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3775314688682556},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1571280062198639},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0808509886264801},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1815396.1815471","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1815396.1815471","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Wireless Communications and Mobile Computing Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:art.torvergata.it:2108/11772","is_oa":false,"landing_page_url":"http://hdl.handle.net/2108/11772","pdf_url":null,"source":{"id":"https://openalex.org/S4306400993","display_name":"Cineca Institutional Research Information System (Tor Vergata University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I116067653","host_organization_name":"University of Rome Tor Vergata","host_organization_lineage":["https://openalex.org/I116067653"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1564684005","https://openalex.org/W1983345514","https://openalex.org/W1985625141","https://openalex.org/W1992419399","https://openalex.org/W2004791924","https://openalex.org/W2095293504","https://openalex.org/W2099168712","https://openalex.org/W2109726592","https://openalex.org/W2145563843","https://openalex.org/W2164625805","https://openalex.org/W2166557397","https://openalex.org/W2170847499","https://openalex.org/W2913066018","https://openalex.org/W4255469293","https://openalex.org/W6645872887","https://openalex.org/W6674948142","https://openalex.org/W6684512959","https://openalex.org/W6698813454","https://openalex.org/W6811782059"],"related_works":["https://openalex.org/W2086397253","https://openalex.org/W2133122801","https://openalex.org/W600422426","https://openalex.org/W4298130764","https://openalex.org/W2007156430","https://openalex.org/W2804364458","https://openalex.org/W3081478936","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W1482912984"],"abstract_inverted_index":{"Network":[0],"clustering":[1,45],"is":[2],"traditionally":[3],"approached":[4],"just":[5],"relying":[6],"on":[7,17,35],"the":[8,11,15,18,22,36,48,86,91,95,102,116],"topology":[9],"of":[10,38,50,70,115],"network,":[12],"and":[13,53,77,106],"neglecting":[14],"information":[16],"traffic":[19,40,51,72],"intensity":[20],"between":[21],"nodes.":[23],"In":[24],"this":[25],"paper":[26],"we":[27],"propose":[28],"traffic-aware":[29],"clustering,":[30],"whereby":[31],"networks":[32],"are":[33],"clustered":[34],"basis":[37],"their":[39],"matrices.":[41],"We":[42],"redefine":[43],"two":[44,65,96,117],"metrics":[46,97],"for":[47,101],"context":[49],"matrices,":[52,73],"perform":[54,110],"an":[55],"exploratory":[56],"analysis":[57],"by":[58],"comparing":[59],"four":[60],"well":[61],"known":[62],"algorithms":[63,103],"against":[64],"real-world":[66],"datasets,":[67],"each":[68],"made":[69],"1000":[71],"respectively":[74],"from":[75],"Abilene":[76],"G\u00e9ant":[78,92],"networks.":[79],"The":[80],"Spectral":[81],"Filtering":[82],"algorithm":[83,108],"appears":[84],"as":[85],"best":[87],"performer.":[88],"However,":[89],"in":[90],"network":[93],"dataset":[94],"provide":[98],"different":[99],"rankings":[100],"under":[104,113],"examination,":[105],"Newman's":[107],"can":[109],"marginally":[111],"better":[112],"one":[114],"metrics.":[118]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
