{"id":"https://openalex.org/W4310007454","doi":"https://doi.org/10.1109/ictc55196.2022.9952600","title":"Predictive Mechanism for Server Health Check: Network Packet-Flow Learning Approach","display_name":"Predictive Mechanism for Server Health Check: Network Packet-Flow Learning Approach","publication_year":2022,"publication_date":"2022-10-19","ids":{"openalex":"https://openalex.org/W4310007454","doi":"https://doi.org/10.1109/ictc55196.2022.9952600"},"language":"en","primary_location":{"id":"doi:10.1109/ictc55196.2022.9952600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc55196.2022.9952600","pdf_url":null,"source":{"id":"https://openalex.org/S4363607740","display_name":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","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/A5057120393","display_name":"Seung-Chul Son","orcid":"https://orcid.org/0000-0002-2128-4976"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seung-Chul Son","raw_affiliation_strings":["Electronic and Telecommunications Research Institute (ETRI),Gwangju,Korea","Electronic and Telecommunications Research Institute (ETRI), Gwangju, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic and Telecommunications Research Institute (ETRI),Gwangju,Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Electronic and Telecommunications Research Institute (ETRI), Gwangju, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026622294","display_name":"Seok\u2010Kap Ko","orcid":"https://orcid.org/0000-0001-9218-7236"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seokkap Ko","raw_affiliation_strings":["Electronic and Telecommunications Research Institute (ETRI),Gwangju,Korea","Electronic and Telecommunications Research Institute (ETRI), Gwangju, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic and Telecommunications Research Institute (ETRI),Gwangju,Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Electronic and Telecommunications Research Institute (ETRI), Gwangju, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113830911","display_name":"Hyungok Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyungok Lee","raw_affiliation_strings":["Electronic and Telecommunications Research Institute (ETRI),Gwangju,Korea","Electronic and Telecommunications Research Institute (ETRI), Gwangju, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic and Telecommunications Research Institute (ETRI),Gwangju,Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Electronic and Telecommunications Research Institute (ETRI), Gwangju, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000650888","display_name":"Byung\u2010Tak Lee","orcid":"https://orcid.org/0000-0003-1372-4561"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byung-Tak Lee","raw_affiliation_strings":["Electronic and Telecommunications Research Institute (ETRI),Gwangju,Korea","Electronic and Telecommunications Research Institute (ETRI), Gwangju, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic and Telecommunications Research Institute (ETRI),Gwangju,Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Electronic and Telecommunications Research Institute (ETRI), Gwangju, Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14439834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2095","last_page":"2097"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9987999796867371,"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":0.9987999796867371,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9983999729156494,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9954000115394592,"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/microservices","display_name":"Microservices","score":0.9166386127471924},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.8238251209259033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8181388974189758},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.7045993804931641},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.680087149143219},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5641542673110962},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.517468273639679},{"id":"https://openalex.org/keywords/heartbeat","display_name":"Heartbeat","score":0.4259111285209656},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3675209879875183},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.23742416501045227},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.22158530354499817}],"concepts":[{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.9166386127471924},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.8238251209259033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8181388974189758},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.7045993804931641},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.680087149143219},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5641542673110962},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.517468273639679},{"id":"https://openalex.org/C13852961","wikidata":"https://www.wikidata.org/wiki/Q17021880","display_name":"Heartbeat","level":2,"score":0.4259111285209656},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3675209879875183},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.23742416501045227},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22158530354499817}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc55196.2022.9952600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc55196.2022.9952600","pdf_url":null,"source":{"id":"https://openalex.org/S4363607740","display_name":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322093","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2021472079","https://openalex.org/W2604437323","https://openalex.org/W2771591873","https://openalex.org/W2924962435","https://openalex.org/W2946264315","https://openalex.org/W6746397022"],"related_works":["https://openalex.org/W4210334847","https://openalex.org/W3181741639","https://openalex.org/W4367181468","https://openalex.org/W2767473057","https://openalex.org/W4225586032","https://openalex.org/W3003367851","https://openalex.org/W1492892507","https://openalex.org/W3119944216","https://openalex.org/W2994988622","https://openalex.org/W2059474045"],"abstract_inverted_index":{"Large-scale":[0],"Internet":[1],"services":[2,24],"are":[3,34],"integrated":[4,23],"into":[5],"physical":[6],"server":[7,20],"clusters":[8,21],"and":[9,19,58,79,101],"virtual":[10],"microservices.":[11],"For":[12],"smooth":[13],"service,":[14],"failures":[15],"of":[16,55,76,93],"individual":[17,56,59,77,80],"microservices":[18,57,78],"constituting":[22],"should":[25],"be":[26],"checked":[27],"from":[28],"time":[29],"to":[30,50,71,99],"time.":[31],"Heartbeat":[32],"packets":[33],"a":[35,48],"typical":[36],"method,":[37],"but":[38],"they":[39],"bring":[40],"network":[41,65,85],"overhead.":[42,86],"In":[43],"this":[44],"paper,":[45],"we":[46],"propose":[47],"method":[49],"passively":[51],"inspect":[52],"the":[53,73,91,94],"health":[54,74],"servers":[60,81],"through":[61],"machine":[62],"learning":[63],"on":[64],"packets.":[66],"Proposed":[67],"techniques":[68],"allow":[69],"us":[70],"predict":[72],"status":[75],"without":[82],"incurring":[83],"additional":[84],"Experimental":[87],"results":[88],"show":[89],"that":[90],"ROC-AUC":[92],"proposed":[95],"technique":[96],"is":[97,102],"close":[98],"0.92":[100],"reasonable":[103],"except":[104],"for":[105],"very":[106],"few":[107],"false":[108],"positive":[109],"results.":[110]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
