{"id":"https://openalex.org/W4400880545","doi":"https://doi.org/10.1145/3629104.3672538","title":"The DEBS 2024 Grand Challenge: Telemetry Data for Hard Drive Failure Prediction","display_name":"The DEBS 2024 Grand Challenge: Telemetry Data for Hard Drive Failure Prediction","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4400880545","doi":"https://doi.org/10.1145/3629104.3672538"},"language":"en","primary_location":{"id":"doi:10.1145/3629104.3672538","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3629104.3672538","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems","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/A5039559874","display_name":"Luca De Martini","orcid":"https://orcid.org/0009-0002-5871-8261"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Luca De Martini","raw_affiliation_strings":["Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004981598","display_name":"Jawad Tahir","orcid":"https://orcid.org/0000-0003-2008-7994"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jawad Tahir","raw_affiliation_strings":["Technical University of Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104940042","display_name":"Christoph Doblander","orcid":"https://orcid.org/0009-0005-6466-0934"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Doblander","raw_affiliation_strings":["Technical University of Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064947233","display_name":"Sebastian Frischbier","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130443","display_name":"International Chemical Investors (Germany)","ror":"https://ror.org/03847e911","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210130443"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Frischbier","raw_affiliation_strings":["Allianz Global Investors GmbH, Germany"],"affiliations":[{"raw_affiliation_string":"Allianz Global Investors GmbH, Germany","institution_ids":["https://openalex.org/I4210130443"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080699613","display_name":"Alessandro Margara","orcid":"https://orcid.org/0000-0002-0023-8639"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Margara","raw_affiliation_strings":["Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5039559874"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":1.0878,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80616634,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"223","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9872000217437744,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9872000217437744,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9671000242233276,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9186000227928162,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/telemetry","display_name":"Telemetry","score":0.8866612911224365},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6007333397865295},{"id":"https://openalex.org/keywords/grand-challenges","display_name":"Grand Challenges","score":0.5511224269866943},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14255502820014954},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10005199909210205}],"concepts":[{"id":"https://openalex.org/C183121708","wikidata":"https://www.wikidata.org/wiki/Q209867","display_name":"Telemetry","level":2,"score":0.8866612911224365},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6007333397865295},{"id":"https://openalex.org/C2777362162","wikidata":"https://www.wikidata.org/wiki/Q5594431","display_name":"Grand Challenges","level":2,"score":0.5511224269866943},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14255502820014954},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10005199909210205}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3629104.3672538","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3629104.3672538","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1270008","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1270008","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.5400000214576721,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2108399535","https://openalex.org/W2187089797","https://openalex.org/W2784247142","https://openalex.org/W2912574597","https://openalex.org/W3135176249","https://openalex.org/W3167737483","https://openalex.org/W4283708463","https://openalex.org/W4297321247","https://openalex.org/W4297911709","https://openalex.org/W4312783529"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2070863773","https://openalex.org/W4212896802","https://openalex.org/W2056771637","https://openalex.org/W748047311","https://openalex.org/W2359918844","https://openalex.org/W4298110012","https://openalex.org/W2519661158","https://openalex.org/W4388599231"],"abstract_inverted_index":{"The":[0,25,44,86],"DEBS":[1,23,26],"Grand":[2],"Challenge":[3],"(GC)":[4],"is":[5,49,60],"a":[6,76],"programming":[7],"competition":[8],"integrated":[9],"into":[10],"the":[11,47,109,117,122,124,134],"annual":[12],"ACM":[13],"International":[14],"Conference":[15],"on":[16,31,92],"Distributed":[17],"and":[18,81,101,128],"Event-Based":[19],"Systems":[20],"(DEBS)":[21],"since":[22],"2011.":[24],"GC":[27],"2024":[28],"edition":[29],"focuses":[30],"analyzing":[32],"real-world":[33],"telemetry":[34,112],"data":[35,42,59,113,118],"about":[36],"over":[37],"200k":[38],"hard":[39,115],"drives":[40,56,74],"in":[41,121],"centers.":[43],"goal":[45],"of":[46,54,64,73,79,98,111],"challenge":[48],"to":[50,69,103,132],"continuously":[51],"compute":[52],"clusters":[53],"similar":[55],"as":[57],"new":[58],"received.":[61],"This":[62,106],"kind":[63],"analysis":[65],"may":[66],"be":[67],"relevant":[68],"quickly":[70],"identify":[71],"groups":[72],"with":[75],"high":[77],"probability":[78],"failure":[80],"enact":[82],"predictive":[83],"maintenance":[84],"strategies.":[85],"submitted":[87],"solutions":[88],"are":[89],"evaluated":[90],"based":[91],"their":[93],"design,":[94],"performance,":[95],"efficiency,":[96],"ease":[97],"reuse,":[99],"fault-tolerance,":[100],"adaptation":[102],"different":[104],"problems.":[105],"paper":[107],"describes":[108],"domain":[110],"for":[114],"drives,":[116],"set":[119],"used":[120,131],"challenge,":[123],"specific":[125],"problem":[126],"formulation,":[127],"Challenger":[129],"platform":[130],"evaluate":[133],"submissions.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}