{"id":"https://openalex.org/W2275531200","doi":"https://doi.org/10.17485/ijst/2016/v9i4/84173","title":"Big Data Architecture for Capturing, Storing, Analyzing and Visualizing of Web Server Logs","display_name":"Big Data Architecture for Capturing, Storing, Analyzing and Visualizing of Web Server Logs","publication_year":2016,"publication_date":"2016-01-17","ids":{"openalex":"https://openalex.org/W2275531200","doi":"https://doi.org/10.17485/ijst/2016/v9i4/84173","mag":"2275531200"},"language":"en","primary_location":{"id":"doi:10.17485/ijst/2016/v9i4/84173","doi":"https://doi.org/10.17485/ijst/2016/v9i4/84173","is_oa":true,"landing_page_url":"https://doi.org/10.17485/ijst/2016/v9i4/84173","pdf_url":null,"source":{"id":"https://openalex.org/S2764746358","display_name":"Indian Journal of Science and Technology","issn_l":"0974-5645","issn":["0974-5645","0974-6846"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4322615647","host_organization_name":"Indian Society for Education and Environment","host_organization_lineage":["https://openalex.org/P4322615647"],"host_organization_lineage_names":["Indian Society for Education and Environment"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Indian Journal of Science and Technology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.17485/ijst/2016/v9i4/84173","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110291700","display_name":"P. Parthiban","orcid":"https://orcid.org/0000-0003-0877-3481","observed_orcids":["https://orcid.org/0000-0003-0877-3481"]},"institutions":[{"id":"https://openalex.org/I860813019","display_name":"Bharath University","ror":"https://ror.org/04yazpn06","country_code":"IN","type":"education","lineage":["https://openalex.org/I860813019"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Parthiban","raw_affiliation_strings":["Computer Science and Engineering, Bharath University, Chennai - 600073,Tamil Nadu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Bharath University, Chennai - 600073,Tamil Nadu","institution_ids":["https://openalex.org/I860813019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115602969","display_name":"Saravanan Selvakumar","orcid":"https://orcid.org/0000-0001-9471-7632","observed_orcids":["https://orcid.org/0000-0001-9471-7632"]},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Selvakumar","raw_affiliation_strings":["Computer Science and Engineering, GKM College of Engineering and Technology, Anna University, Chennai - 600063, Tamil Nadu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, GKM College of Engineering and Technology, Anna University, Chennai - 600063, Tamil Nadu","institution_ids":["https://openalex.org/I33585257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.4652,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.97295499,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.7226999998092651,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.7226999998092651,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.14159999787807465,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.04340000078082085,"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/web-server-logs","display_name":"web server logs","score":0.9629999995231628},{"id":"https://openalex.org/keywords/big-data-architecture","display_name":"big data architecture","score":0.9850000143051147},{"id":"https://openalex.org/keywords/real-time-log-analysis","display_name":"real-time log analysis","score":0.878000020980835},{"id":"https://openalex.org/keywords/nosql-databases","display_name":"NoSQL databases","score":0.8180000185966492},{"id":"https://openalex.org/keywords/mongodb","display_name":"MongoDB","score":1.0},{"id":"https://openalex.org/keywords/data-visualization","display_name":"data visualization","score":0.7390000224113464},{"id":"https://openalex.org/keywords/r","display_name":"R","score":0.4410000145435333},{"id":"https://openalex.org/keywords/stream-processing","display_name":"stream processing","score":0.7429999709129333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8858488202095032},{"id":"https://openalex.org/C2779599972","wikidata":"https://www.wikidata.org/wiki/Q82231","display_name":"NoSQL","level":3,"score":0.7874289751052856},{"id":"https://openalex.org/C104352257","wikidata":"https://www.wikidata.org/wiki/Q1238961","display_name":"Web log analysis software","level":5,"score":0.7180558443069458},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.6216463446617126},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5558317303657532},{"id":"https://openalex.org/C11392498","wikidata":"https://www.wikidata.org/wiki/Q11288","display_name":"Web server","level":3,"score":0.528647243976593},{"id":"https://openalex.org/C152880691","wikidata":"https://www.wikidata.org/wiki/Q146813","display_name":"Client\u2013server model","level":3,"score":0.49305054545402527},{"id":"https://openalex.org/C205295232","wikidata":"https://www.wikidata.org/wiki/Q76320","display_name":"Database server","level":2,"score":0.4553111791610718},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.43446317315101624},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3562161326408386},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3062021732330322},{"id":"https://openalex.org/C127613066","wikidata":"https://www.wikidata.org/wiki/Q557770","display_name":"Web API","level":4,"score":0.2640498876571655},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.22869166731834412}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.17485/ijst/2016/v9i4/84173","doi":"https://doi.org/10.17485/ijst/2016/v9i4/84173","is_oa":true,"landing_page_url":"https://doi.org/10.17485/ijst/2016/v9i4/84173","pdf_url":null,"source":{"id":"https://openalex.org/S2764746358","display_name":"Indian Journal of Science and Technology","issn_l":"0974-5645","issn":["0974-5645","0974-6846"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4322615647","host_organization_name":"Indian Society for Education and Environment","host_organization_lineage":["https://openalex.org/P4322615647"],"host_organization_lineage_names":["Indian Society for Education and Environment"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Indian Journal of Science and Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.17485/ijst/2016/v9i4/84173","doi":"https://doi.org/10.17485/ijst/2016/v9i4/84173","is_oa":true,"landing_page_url":"https://doi.org/10.17485/ijst/2016/v9i4/84173","pdf_url":null,"source":{"id":"https://openalex.org/S2764746358","display_name":"Indian Journal of Science and Technology","issn_l":"0974-5645","issn":["0974-5645","0974-6846"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4322615647","host_organization_name":"Indian Society for Education and Environment","host_organization_lineage":["https://openalex.org/P4322615647"],"host_organization_lineage_names":["Indian Society for Education and Environment"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Indian Journal of Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1511892222","https://openalex.org/W1513875601","https://openalex.org/W1666277308","https://openalex.org/W1761967017","https://openalex.org/W1783456102","https://openalex.org/W1804447140","https://openalex.org/W1832481535","https://openalex.org/W1848952750","https://openalex.org/W1892468891","https://openalex.org/W1894854251","https://openalex.org/W1926632701","https://openalex.org/W1969576038","https://openalex.org/W1971359807","https://openalex.org/W1977510887","https://openalex.org/W2003843585","https://openalex.org/W2063364984","https://openalex.org/W2081234480","https://openalex.org/W2092364774","https://openalex.org/W2106616570","https://openalex.org/W2107755508","https://openalex.org/W2119027812","https://openalex.org/W2125636313","https://openalex.org/W2131715540","https://openalex.org/W2133802856","https://openalex.org/W2172198771","https://openalex.org/W2228287575","https://openalex.org/W2318846467","https://openalex.org/W2788376169"],"related_works":["https://openalex.org/W6968056688","https://openalex.org/W2155421359","https://openalex.org/W6983146705","https://openalex.org/W2888646700","https://openalex.org/W2549969552","https://openalex.org/W2528406239","https://openalex.org/W4363649375","https://openalex.org/W3009830087","https://openalex.org/W2991085704","https://openalex.org/W7162460058"],"abstract_inverted_index":{"Background/Objectives:":[0],"To":[1,58],"propose":[2],"an":[3],"Automated":[4],"model":[5,151,162],"to":[6,89,132,147,158],"capture,":[7],"store,":[8],"analyze":[9],"and":[10,27,46,110,124,157],"visualize":[11],"of":[12,64,74,95,106,116,119,128],"Big":[13,168],"Data.":[14],"Methods/":[15],"Statistical":[16],"Analysis:":[17],"The":[18,33],"web":[19,36,65],"server":[20,37,66,104,129],"logs":[21,38,67],"are":[22,28,51],"captured":[23],"in":[24,53,68,136],"real":[25,61,100,125],"time":[26,62,101,114,126],"stored":[29],"into":[30],"NoSQL":[31],"database.":[32],"analysis":[34,63],"on":[35],"is":[39],"performed":[40],"using":[41,71,80],"object-oriented":[42],"language":[43],"plus":[44],"mongodb":[45],"finally":[47],"the":[48,54,92,141],"analyzed":[49,88],"results":[50],"visualized":[52],"R":[55],"environment.":[56],"Findings:":[57],"do":[59],"a":[60,137],"data":[69,154],"center":[70],"mongodb.":[72],"Tracking":[73],"client":[75,120],"location":[76,84,118],"can":[77,86],"be":[78,87],"done":[79],"GeoIP.":[81],"This":[82],"GeoIP":[83],"information":[85,102,127],"find":[90],"out":[91],"total":[93],"number":[94],"visits":[96],"from":[97],"different":[98],"country,":[99],"about":[103],"status":[105,130],"success,":[107],"failure,":[108],"warning":[109],"fatal":[111],"errors.":[112],"Real":[113],"updates":[115],"exact":[117],"who":[121],"access":[122],"sever":[123],"helpful":[131],"avoid":[133],"repeating":[134],"failure":[135],"system.":[138],"Application/Improvements:":[139],"For":[140],"future":[142],"work,":[143],"we":[144],"have":[145],"planned":[146],"integrate":[148],"our":[149,160],"automated":[150],"with":[152,163],"stream":[153],"processing":[155],"system":[156],"compare":[159],"proposed":[161],"existing":[164],"framework.":[165],"Keywords:":[166],"Analyzing,":[167],"Data,":[169],"Capturing,":[170],"Storing,":[171],"Visualizing,":[172],"Web":[173],"Server":[174],"Logs":[175]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":5}],"updated_date":"2026-10-01T08:54:57.152042","created_date":"2016-06-24T00:00:00"}
