{"id":"https://openalex.org/W2095529544","doi":"https://doi.org/10.1109/apnoms.2014.6996588","title":"Application traffic classification in Hadoop distributed computing environment","display_name":"Application traffic classification in Hadoop distributed computing environment","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W2095529544","doi":"https://doi.org/10.1109/apnoms.2014.6996588","mag":"2095529544"},"language":"en","primary_location":{"id":"doi:10.1109/apnoms.2014.6996588","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apnoms.2014.6996588","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 16th Asia-Pacific Network Operations and Management Symposium","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/A5037985010","display_name":"Kyuseok Shim","orcid":"https://orcid.org/0000-0002-3317-7000"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Kyu-Seok Shim","raw_affiliation_strings":["Dept. of Computer and Information Science, Korea University, Sejong, Korea","Department of Computer and Information Science Korea University Sejong Korea"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer and Information Science, Korea University, Sejong, Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Department of Computer and Information Science Korea University Sejong Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009011639","display_name":"Su-Kang Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Su-Kang Lee","raw_affiliation_strings":["Dept. of Computer and Information Science, Korea University, Sejong, Korea","Department of Computer and Information Science Korea University Sejong Korea"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer and Information Science, Korea University, Sejong, Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Department of Computer and Information Science Korea University Sejong Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056615388","display_name":"Myung\u2010Sup Kim","orcid":"https://orcid.org/0000-0002-3809-2057"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Myung-Sup Kim","raw_affiliation_strings":["Dept. of Computer and Information Science, Korea University, Sejong, Korea","Department of Computer and Information Science Korea University Sejong Korea"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer and Information Science, Korea University, Sejong, Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Department of Computer and Information Science Korea University Sejong Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037985010"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":0.409,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75019424,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"12","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9502999782562256,"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"}},"topics":[{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9502999782562256,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9498999714851379,"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/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.9042999744415283,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8080266714096069},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6974690556526184},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5449080467224121},{"id":"https://openalex.org/keywords/traffic-analysis","display_name":"Traffic analysis","score":0.47892698645591736},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.4759882688522339},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.45550844073295593},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.42990589141845703},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33786460757255554},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3096467852592468},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.11545306444168091}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8080266714096069},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6974690556526184},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5449080467224121},{"id":"https://openalex.org/C2781317605","wikidata":"https://www.wikidata.org/wiki/Q7832483","display_name":"Traffic analysis","level":2,"score":0.47892698645591736},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.4759882688522339},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45550844073295593},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.42990589141845703},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33786460757255554},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3096467852592468},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.11545306444168091}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/apnoms.2014.6996588","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apnoms.2014.6996588","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 16th Asia-Pacific Network Operations and Management Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1912779191","https://openalex.org/W1992866985","https://openalex.org/W2030102079","https://openalex.org/W2119738171","https://openalex.org/W6640152538"],"related_works":["https://openalex.org/W4301398392","https://openalex.org/W2997818875","https://openalex.org/W4379534844","https://openalex.org/W266939152","https://openalex.org/W2587627203","https://openalex.org/W3178296362","https://openalex.org/W2924962435","https://openalex.org/W2141958076","https://openalex.org/W4233316175","https://openalex.org/W3174245262"],"abstract_inverted_index":{"Today,":[0],"network":[1,17,37,63,70],"traffic":[2,18,38,71,96],"has":[3],"increased":[4],"because":[5],"of":[6,9,28,31,62,69,94,108,121],"the":[7,26,32,50,60,74,105,109,119],"appearance":[8],"various":[10],"applications":[11],"and":[12,103],"services.":[13],"However,":[14],"methods":[15,35],"for":[16,36,83],"analysis":[19,39],"are":[20,40],"not":[21],"developed":[22],"to":[23,72,117],"catch":[24],"up":[25],"trend":[27],"increasing":[29],"usage":[30],"network.":[33],"Most":[34],"operated":[41],"on":[42],"a":[43,67,92,113],"single":[44,114],"server":[45,115],"environment,":[46],"which":[47],"results":[48],"in":[49,98],"limits":[51],"about":[52],"memory,":[53],"processing":[54,106],"speed,":[55],"storage":[56],"capacity.":[57],"When":[58],"considering":[59],"increment":[61],"traffic,":[64],"we":[65,90],"need":[66],"method":[68,93],"handle":[73],"Bigdata":[75,85],"traffic.":[76,86],"Hadoop":[77,99],"system":[78,102,111,116],"can":[79],"be":[80],"effectively":[81],"used":[82],"analyzing":[84],"In":[87],"this":[88],"paper,":[89],"propose":[91],"application":[95],"classification":[97],"distributed":[100],"computing":[101],"compare":[104],"time":[107],"proposed":[110],"with":[112],"show":[118],"advantages":[120],"Hadoop.":[122]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
