{"id":"https://openalex.org/W2161367639","doi":"https://doi.org/10.1109/hpdc.2006.1652162","title":"Short Paper: Data Mining-based Fault Prediction and Detection on the Grid","display_name":"Short Paper: Data Mining-based Fault Prediction and Detection on the Grid","publication_year":2006,"publication_date":"2006-07-21","ids":{"openalex":"https://openalex.org/W2161367639","doi":"https://doi.org/10.1109/hpdc.2006.1652162","mag":"2161367639"},"language":"en","primary_location":{"id":"doi:10.1109/hpdc.2006.1652162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpdc.2006.1652162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 15th IEEE International Conference on High Performance Distributed Computing","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/A5109175371","display_name":"Rubing Duan","orcid":null},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Rubing Duan","raw_affiliation_strings":["Institute of Computer Science, University of Innsbruck, Innsbruck, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Innsbruck, Innsbruck, Austria","institution_ids":["https://openalex.org/I190249584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050009901","display_name":"Radu Prodan","orcid":"https://orcid.org/0000-0002-8247-5426"},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"R. Prodan","raw_affiliation_strings":["Institute of Computer Science, University of Innsbruck, Innsbruck, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Innsbruck, Innsbruck, Austria","institution_ids":["https://openalex.org/I190249584"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000119692","display_name":"Thomas Fahringer","orcid":"https://orcid.org/0000-0003-4293-1228"},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"T. Fahringer","raw_affiliation_strings":["Institute of Computer Science, University of Innsbruck, Innsbruck, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Innsbruck, Innsbruck, Austria","institution_ids":["https://openalex.org/I190249584"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I190249584"],"apc_list":null,"apc_paid":null,"fwci":1.4102,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.8274144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"305","last_page":"308"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9947999715805054,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.8414328694343567},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7666366100311279},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6720110177993774},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5693111419677734},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5675843954086304},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5295311808586121},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5165476202964783},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.5077420473098755},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49223342537879944},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.43293529748916626},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3277038037776947},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3178369998931885}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8414328694343567},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7666366100311279},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6720110177993774},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5693111419677734},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5675843954086304},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5295311808586121},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5165476202964783},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.5077420473098755},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49223342537879944},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.43293529748916626},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3277038037776947},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3178369998931885},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpdc.2006.1652162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpdc.2006.1652162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 15th IEEE International Conference on High Performance Distributed Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1603999395","https://openalex.org/W1867704852","https://openalex.org/W1887920917","https://openalex.org/W2108208666","https://openalex.org/W2109546901","https://openalex.org/W2110938166","https://openalex.org/W2138635902","https://openalex.org/W3014366097","https://openalex.org/W4285719527","https://openalex.org/W4323053766","https://openalex.org/W6635983097"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W188202134","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W4255934811","https://openalex.org/W2465382974","https://openalex.org/W2010229520"],"abstract_inverted_index":{"This":[0],"paper":[1,45],"describes":[2],"a":[3,26,47],"novel":[4],"approach":[5,49,68],"to":[6,28,94],"fault":[7,64,75,92],"detection":[8,76],"and":[9,42,62,77,81,87],"prediction":[10,78],"on":[11,15],"the":[12,31,63,96,99],"grid":[13,38],"based":[14],"data":[16,36],"mining":[17,20],"techniques.":[18],"Data":[19],"techniques":[21,52],"are":[22],"here":[23],"applied":[24],"as":[25],"mean":[27],"effectively":[29],"process":[30],"significant":[32],"amount":[33],"of":[34,50,55,58,74,98,106],"captured":[35],"from":[37],"sites,":[39],"services,":[40],"workflows":[41],"activities.":[43],"The":[44],"provides":[46],"first":[48],"proposed":[51],"in":[53],"terms":[54],"its":[56],"ability":[57],"utilizing":[59],"relevant":[60],"information":[61],"tolerance":[65],"requirements.":[66],"Such":[67],"is":[69],"one":[70],"intelligent,":[71],"distributed":[72],"framework":[73],"for":[79],"anomaly":[80],"failed":[82],"activity":[83],"by":[84,102],"using":[85],"resource-":[86],"workflow-based":[88],"information.":[89],"We":[90],"use":[91],"predictions":[93],"improve":[95],"performance":[97],"workflow":[100],"execution":[101],"avoiding":[103],"potential":[104],"faults":[105],"activities":[107]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}