{"id":"https://openalex.org/W2120376200","doi":"https://doi.org/10.1145/1150402.1150488","title":"Mining for misconfigured machines in grid systems","display_name":"Mining for misconfigured machines in grid systems","publication_year":2006,"publication_date":"2006-08-20","ids":{"openalex":"https://openalex.org/W2120376200","doi":"https://doi.org/10.1145/1150402.1150488","mag":"2120376200"},"language":"en","primary_location":{"id":"doi:10.1145/1150402.1150488","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1150402.1150488","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"},"type":"conference-paper","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/A5025515353","display_name":"Noam Palatin","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Noam Palatin","raw_affiliation_strings":["Technion - Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion - Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108548473","display_name":"Arie Leizarowitz","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Arie Leizarowitz","raw_affiliation_strings":["Technion - Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion - Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090998564","display_name":"Assaf Schuster","orcid":"https://orcid.org/0000-0002-3311-6937"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Assaf Schuster","raw_affiliation_strings":["Technion - Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion - Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037552059","display_name":"Ran Wolff","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ran Wolff","raw_affiliation_strings":["Technion - Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion - Israel","institution_ids":["https://openalex.org/I174306211"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I174306211"],"apc_list":null,"apc_paid":null,"fwci":3.0555,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.92852326,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"687","last_page":"692"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9980999827384949,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9980999827384949,"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":0.9854000210762024,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9760000109672546,"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/computer-science","display_name":"Computer science","score":0.8498621582984924},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.7417035698890686},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.7240396738052368},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.7164177894592285},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.710902214050293},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6478723883628845},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6002551913261414},{"id":"https://openalex.org/keywords/data-grid","display_name":"Data grid","score":0.4689488112926483},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4622390568256378},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.4272569417953491},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.4220195412635803},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.29090258479118347}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8498621582984924},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.7417035698890686},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.7240396738052368},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.7164177894592285},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.710902214050293},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6478723883628845},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6002551913261414},{"id":"https://openalex.org/C147639290","wikidata":"https://www.wikidata.org/wiki/Q56369138","display_name":"Data grid","level":4,"score":0.4689488112926483},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4622390568256378},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.4272569417953491},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.4220195412635803},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.29090258479118347},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1150402.1150488","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1150402.1150488","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.136.4606","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.136.4606","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.technion.ac.il/~ranw/papers/wolff06kdd.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.329.6786","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.329.6786","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.technion.ac.il/users/wwwb/cgi-bin/tr-get.cgi/2006/CS/CS-2006-09.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W207286245","https://openalex.org/W1530232915","https://openalex.org/W1552339598","https://openalex.org/W1965796782","https://openalex.org/W2023848271","https://openalex.org/W2033168303","https://openalex.org/W2105454049","https://openalex.org/W2129281431","https://openalex.org/W2133678518","https://openalex.org/W2137130182","https://openalex.org/W2140332639","https://openalex.org/W2144182447","https://openalex.org/W2157568282","https://openalex.org/W2167536864","https://openalex.org/W2503599347"],"related_works":["https://openalex.org/W2543976890","https://openalex.org/W2145548705","https://openalex.org/W2021543546","https://openalex.org/W2049234965","https://openalex.org/W584435655","https://openalex.org/W1580346733","https://openalex.org/W2133845290","https://openalex.org/W2141073424","https://openalex.org/W2170511376","https://openalex.org/W2355591267"],"abstract_inverted_index":{"Grid":[0,70],"systems":[1,37],"are":[2],"proving":[3],"increasingly":[4],"useful":[5],"for":[6,64],"managing":[7],"the":[8,55,87,103,152,159],"batch":[9],"computing":[10],"jobs":[11],"of":[12,26,28,35,66,140,158],"organizations.":[13],"One":[14],"well-known":[15],"example":[16],"is":[17,118,125,134,144],"Intel,":[18],"whose":[19],"internally":[20],"developed":[21],"NetBatch":[22],"system":[23,82],"manages":[24],"tens":[25],"thousands":[27],"machines.":[29,68,130],"The":[30,131],"size,":[31],"heterogeneity,":[32],"and":[33,98,112,161],"complexity":[34],"grid":[36,88,141,148],"make":[38],"them":[39],"very":[40],"difficult,":[41],"however,":[42],"to":[43,94,127,147],"configure.":[44],"This":[45],"often":[46,162],"results":[47],"in":[48,150],"misconfigured":[49,67,129],"machines,":[50],"which":[51,151],"may":[52],"adversely":[53],"affect":[54],"entire":[56],"system.We":[57],"investigate":[58],"a":[59,120,137],"distributed":[60,121],"data":[61,76,93,97,101],"mining":[62],"approach":[63],"detection":[65,123],"Our":[69],"Monitoring":[71],"System":[72],"(GMS)":[73],"non-intrusively":[74],"collects":[75],"from":[77],"all":[78],"sources":[79],"(log":[80],"files,":[81],"services,":[83],"etc.)":[84],"available":[85],"throughout":[86],"system.":[89],"It":[90,143],"converts":[91],"raw":[92],"semantically":[95],"meaningful":[96],"stores":[99],"this":[100],"on":[102],"machine":[104],"it":[105],"was":[106],"obtained":[107],"from,":[108],"limiting":[109],"incurred":[110],"overhead":[111],"allowing":[113],"scalability.":[114],"Afterwards,":[115],"when":[116],"analysis":[117],"requested,":[119],"outliers":[122],"algorithm":[124,132],"employed":[126],"identify":[128],"itself":[133],"implemented":[135],"as":[136],"recursive":[138],"workflow":[139],"jobs.":[142],"especially":[145],"suited":[146],"systems,":[149],"machines":[153],"might":[154],"be":[155],"unavailable":[156],"most":[157],"time":[160],"fail":[163],"altogether.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}