{"id":"https://openalex.org/W2794667432","doi":"https://doi.org/10.4149/cai_2018_1_142","title":"Adaptive Aggregation of Flow Records","display_name":"Adaptive Aggregation of Flow Records","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2794667432","doi":"https://doi.org/10.4149/cai_2018_1_142","mag":"2794667432"},"language":"en","primary_location":{"id":"doi:10.4149/cai_2018_1_142","is_oa":true,"landing_page_url":"https://doi.org/10.4149/cai_2018_1_142","pdf_url":null,"source":{"id":"https://openalex.org/S4210200093","display_name":"Computing and Informatics","issn_l":"1335-9150","issn":["1335-9150","2585-8807"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing and Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.4149/cai_2018_1_142","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086869190","display_name":"Adri\u00e1n Pek\u00e1r","orcid":"https://orcid.org/0000-0003-4511-8267"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":true,"raw_author_name":"Adri\u00e1n Pek\u00e1r","raw_affiliation_strings":["Institute of Computer Technology, Technical University of Ko\u0161ice"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Technology, Technical University of Ko\u0161ice","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019682103","display_name":"Martin Chovanec","orcid":"https://orcid.org/0000-0001-9640-6491"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Martin Chovanec","raw_affiliation_strings":["Institute of Computer Technology, Technical University of Ko\u0161ice"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Technology, Technical University of Ko\u0161ice","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003415412","display_name":"Liberios Vokorokos","orcid":"https://orcid.org/0000-0002-0467-5924"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Liberios Vokorokos","raw_affiliation_strings":["Department of Computers and Informatics Faculty of Electrical Engineering and Informatics, Technical University of Ko\u0161ice"],"affiliations":[{"raw_affiliation_string":"Department of Computers and Informatics Faculty of Electrical Engineering and Informatics, Technical University of Ko\u0161ice","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082008412","display_name":"Eva Chovancov\u00e1","orcid":"https://orcid.org/0000-0001-8016-0837"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Eva Chovancov\u00e1","raw_affiliation_strings":["Department of Computers and Informatics Faculty of Electrical Engineering and Informatics, Technical University of Ko\u0161ice"],"affiliations":[{"raw_affiliation_string":"Department of Computers and Informatics Faculty of Electrical Engineering and Informatics, Technical University of Ko\u0161ice","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051471182","display_name":"Peter Fecil'ak","orcid":"https://orcid.org/0000-0003-4777-5359"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Peter Feci\u013eak","raw_affiliation_strings":["Department of Computers and Informatics Faculty of Electrical Engineering and Informatics, Technical University of Ko\u0161ice"],"affiliations":[{"raw_affiliation_string":"Department of Computers and Informatics Faculty of Electrical Engineering and Informatics, Technical University of Ko\u0161ice","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039214554","display_name":"M. Michalko","orcid":"https://orcid.org/0000-0002-3660-7256"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Miroslav Michalko","raw_affiliation_strings":["Department of Computers and Informatics Faculty of Electrical Engineering and Informatics, Technical University of Ko\u0161ice"],"affiliations":[{"raw_affiliation_string":"Department of Computers and Informatics Faculty of Electrical Engineering and Informatics, Technical University of Ko\u0161ice","institution_ids":["https://openalex.org/I183764125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5086869190"],"corresponding_institution_ids":["https://openalex.org/I183764125"],"apc_list":null,"apc_paid":null,"fwci":3.5061,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.93252436,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"37","issue":"1","first_page":"142","last_page":"164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9990000128746033,"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":0.9990000128746033,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9990000128746033,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9988999962806702,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7663792371749878},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.7120781540870667},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6455425024032593},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.518122136592865},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5060495734214783},{"id":"https://openalex.org/keywords/flow-network","display_name":"Flow network","score":0.4948105216026306},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4903264343738556},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.4659391939640045},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.4325607419013977},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.4148157238960266},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19292289018630981},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.07406580448150635}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7663792371749878},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.7120781540870667},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6455425024032593},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.518122136592865},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5060495734214783},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.4948105216026306},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4903264343738556},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4659391939640045},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.4325607419013977},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.4148157238960266},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19292289018630981},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.07406580448150635},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4149/cai_2018_1_142","is_oa":true,"landing_page_url":"https://doi.org/10.4149/cai_2018_1_142","pdf_url":null,"source":{"id":"https://openalex.org/S4210200093","display_name":"Computing and Informatics","issn_l":"1335-9150","issn":["1335-9150","2585-8807"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing and Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.4149/cai_2018_1_142","is_oa":true,"landing_page_url":"https://doi.org/10.4149/cai_2018_1_142","pdf_url":null,"source":{"id":"https://openalex.org/S4210200093","display_name":"Computing and Informatics","issn_l":"1335-9150","issn":["1335-9150","2585-8807"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing and Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2793666424","https://openalex.org/W2086397253","https://openalex.org/W2133122801","https://openalex.org/W1521063997","https://openalex.org/W600422426","https://openalex.org/W2558765606","https://openalex.org/W2007156430","https://openalex.org/W3081478936","https://openalex.org/W2785612136","https://openalex.org/W2002245211"],"abstract_inverted_index":{"This":[0],"paper":[1],"explores":[2],"the":[3,7,20,39,43,54,67,74,83,101,113,119,134],"problem":[4],"of":[5,10,23,45,57,66,86,104,136,143],"processing":[6],"immense":[8],"volume":[9],"measurement":[11],"data":[12],"arising":[13],"during":[14],"network":[15,126],"traffic":[16,115,144],"monitoring.":[17],"Due":[18],"to":[19,63,72,78,82,112,118],"ever-increasing":[21],"demands":[22],"current":[24],"networks,":[25],"observing":[26],"accurate":[27,55],"information":[28],"about":[29],"every":[30],"single":[31],"flow":[32,46,75,105,137],"is":[33,90,146],"virtually":[34],"infeasible.":[35],"In":[36],"many":[37],"cases":[38],"existing":[40,125],"methods":[41],"for":[42],"reduction":[44],"records":[47,76,106],"are":[48],"still":[49],"not":[50],"sufficient":[51],"enough.":[52],"Since":[53],"knowledge":[56],"flows":[58],"termed":[59],"as":[60],"\"heavy-hitters\"":[61],"suffices":[62],"fulfill":[64],"most":[65],"monitoring":[68,120],"purposes,":[69],"we":[70],"decided":[71],"aggregate":[73],"pertaining":[77],"non-heavy-hitters.":[79],"However,":[80],"due":[81],"ever-changing":[84],"nature":[85],"traffic,":[87],"their":[88],"identification":[89],"a":[91,140],"challenge.":[92],"To":[93],"overcome":[94],"this":[95],"challenge,":[96],"our":[97],"proposed":[98],"approach":[99],"-":[100,107],"adaptive":[102,130],"aggregation":[103,131],"automatically":[108],"adjusts":[109],"its":[110],"operation":[111],"actual":[114],"load":[116],"and":[117],"requirements.":[121],"Preliminary":[122],"experiments":[123],"in":[124],"topologies":[127],"showed":[128],"that":[129],"efficiently":[132],"reduces":[133],"number":[135],"records,":[138],"while":[139],"significant":[141],"proportion":[142],"details":[145],"preserved.":[147]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
