{"id":"https://openalex.org/W3173635584","doi":"https://doi.org/10.1109/icccsp52374.2021.9465491","title":"Event Prediction for Network Edge Devices using Log Analysis","display_name":"Event Prediction for Network Edge Devices using Log Analysis","publication_year":2021,"publication_date":"2021-05-24","ids":{"openalex":"https://openalex.org/W3173635584","doi":"https://doi.org/10.1109/icccsp52374.2021.9465491","mag":"3173635584"},"language":"en","primary_location":{"id":"doi:10.1109/icccsp52374.2021.9465491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccsp52374.2021.9465491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 5th International Conference on Computer, Communication and Signal Processing (ICCCSP)","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/A5018736865","display_name":"Pitchappan P RM","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Pitchappan P RM","raw_affiliation_strings":["PSG College of Technology,Dept. of Computer Science and Engineering,Coimbatore,India"],"affiliations":[{"raw_affiliation_string":"PSG College of Technology,Dept. of Computer Science and Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I4210109528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040283701","display_name":"Suraj Subramanian A","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suraj Subramanian A","raw_affiliation_strings":["PSG College of Technology,Dept. of Computer Science and Engineering,Coimbatore,India"],"affiliations":[{"raw_affiliation_string":"PSG College of Technology,Dept. of Computer Science and Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I4210109528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002940343","display_name":"Sabari Nathan M","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sabari Nathan M","raw_affiliation_strings":["PSG College of Technology,Dept. of Computer Science and Engineering,Coimbatore,India"],"affiliations":[{"raw_affiliation_string":"PSG College of Technology,Dept. of Computer Science and Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I4210109528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076947145","display_name":"R. Harishkumar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Harishkumar R","raw_affiliation_strings":["PSG College of Technology,Dept. of Computer Science and Engineering,Coimbatore,India"],"affiliations":[{"raw_affiliation_string":"PSG College of Technology,Dept. of Computer Science and Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I4210109528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016317053","display_name":"G. Sudha Sadasivam","orcid":"https://orcid.org/0000-0001-6845-1869"},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. Sudha Sadasivam","raw_affiliation_strings":["PSG College of Technology,Dept. of Computer Science and Engineering,Coimbatore,India"],"affiliations":[{"raw_affiliation_string":"PSG College of Technology,Dept. of Computer Science and Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I4210109528"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055299685","display_name":"Manoj A. Thomas","orcid":"https://orcid.org/0000-0003-3376-5109"},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manoj Thomas","raw_affiliation_strings":["Samsung Research Institute Bangalore,Bangalore,India","Samsung Research Institute Bangalore, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Samsung Research Institute Bangalore,Bangalore,India","institution_ids":["https://openalex.org/I4210139030"]},{"raw_affiliation_string":"Samsung Research Institute Bangalore, Bangalore, India","institution_ids":["https://openalex.org/I4210139030"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5018736865"],"corresponding_institution_ids":["https://openalex.org/I4210109528"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0943795,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9998000264167786,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9998000264167786,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9975000023841858,"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":0.9944000244140625,"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":0.7899998426437378},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6854711771011353},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.6765731573104858},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5788066983222961},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5351828932762146},{"id":"https://openalex.org/keywords/networking-hardware","display_name":"Networking hardware","score":0.5035168528556824},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4819943308830261},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4532455503940582},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4297121465206146},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.35057488083839417},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.245834618806839},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21917802095413208},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19045379757881165},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.12064343690872192}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7899998426437378},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6854711771011353},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.6765731573104858},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5788066983222961},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5351828932762146},{"id":"https://openalex.org/C159631557","wikidata":"https://www.wikidata.org/wiki/Q1546066","display_name":"Networking hardware","level":2,"score":0.5035168528556824},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4819943308830261},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4532455503940582},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4297121465206146},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.35057488083839417},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.245834618806839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21917802095413208},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19045379757881165},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.12064343690872192},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccsp52374.2021.9465491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccsp52374.2021.9465491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 5th International Conference on Computer, Communication and Signal Processing (ICCCSP)","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":11,"referenced_works":["https://openalex.org/W119004536","https://openalex.org/W2049157068","https://openalex.org/W2488519683","https://openalex.org/W2620661538","https://openalex.org/W2791264936","https://openalex.org/W2807975761","https://openalex.org/W2946623985","https://openalex.org/W2954082040","https://openalex.org/W3023562921","https://openalex.org/W3039022003","https://openalex.org/W6604746331"],"related_works":["https://openalex.org/W3154796165","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W4312996489","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W2947376427"],"abstract_inverted_index":{"Devices":[0,16],"that":[1],"control":[2],"data":[3],"flow":[4],"at":[5],"the":[6,76,96],"boundary":[7],"between":[8],"two":[9],"networks":[10],"are":[11,19,90],"known":[12],"as":[13,22],"Network":[14],"Edge":[15],"and":[17,34],"they":[18,89],"typically":[20],"used":[21],"network":[23,97],"entry":[24],"or":[25],"exit":[26],"points.":[27],"It":[28],"is":[29,53],"not":[30],"possible":[31],"to":[32,54,66,80,84,92,109],"check":[33],"monitor":[35],"these":[36,41,58,64],"devices":[37,42,59,65],"manually.":[38],"Further":[39],"monitoring":[40,56],"using":[43,70,106],"a":[44,85],"separate":[45],"application":[46,107],"creates":[47],"unnecessary":[48],"overhead.":[49],"An":[50],"effective":[51],"approach":[52],"automate":[55],"of":[57,78,95,112],"by":[60],"building":[61],"intelligence":[62],"into":[63],"perform":[67],"such":[68],"tasks":[69],"Machine":[71],"Learning.":[72],"This":[73],"paper":[74],"proposes":[75],"usage":[77],"Elasticstack":[79],"ship":[81],"all":[82],"logs":[83,108],"central":[86],"server":[87],"where":[88],"analyzed":[91],"predict":[93,110],"failures":[94],"edge":[98],"devices.":[99],"The":[100],"research":[101],"yielded":[102],"good":[103],"results":[104],"while":[105],"failure":[111],"small":[113],"cells.":[114]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
