{"id":"https://openalex.org/W1963592634","doi":"https://doi.org/10.1145/2591062.2591088","title":"Formal verification problems in a big data world: towards a mighty synergy","display_name":"Formal verification problems in a big data world: towards a mighty synergy","publication_year":2014,"publication_date":"2014-05-20","ids":{"openalex":"https://openalex.org/W1963592634","doi":"https://doi.org/10.1145/2591062.2591088","mag":"1963592634"},"language":"en","primary_location":{"id":"doi:10.1145/2591062.2591088","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2591062.2591088","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 36th International Conference on Software Engineering","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/A5068010595","display_name":"Matteo Camilli","orcid":"https://orcid.org/0000-0003-2491-5267"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Matteo Camilli","raw_affiliation_strings":["University of Milan, Italy","University of Milan, Italy,"],"affiliations":[{"raw_affiliation_string":"University of Milan, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"University of Milan, Italy,","institution_ids":["https://openalex.org/I189158943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5068010595"],"corresponding_institution_ids":["https://openalex.org/I189158943"],"apc_list":null,"apc_paid":null,"fwci":1.4336,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.83155748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"638","last_page":"641"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":0.9988999962806702,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9988999962806702,"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/T10142","display_name":"Formal Methods in Verification","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9977999925613403,"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/exploit","display_name":"Exploit","score":0.879965603351593},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8623688220977783},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7925522327423096},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7911911010742188},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5003116130828857},{"id":"https://openalex.org/keywords/formal-methods","display_name":"Formal methods","score":0.46291500329971313},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4541681110858917},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4424358308315277},{"id":"https://openalex.org/keywords/formal-verification","display_name":"Formal verification","score":0.43484610319137573},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.426483690738678},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.26814955472946167},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23783114552497864},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19708144664764404},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1874023675918579}],"concepts":[{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.879965603351593},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8623688220977783},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7925522327423096},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7911911010742188},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5003116130828857},{"id":"https://openalex.org/C75606506","wikidata":"https://www.wikidata.org/wiki/Q1049183","display_name":"Formal methods","level":2,"score":0.46291500329971313},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4541681110858917},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4424358308315277},{"id":"https://openalex.org/C111498074","wikidata":"https://www.wikidata.org/wiki/Q173326","display_name":"Formal verification","level":2,"score":0.43484610319137573},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.426483690738678},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.26814955472946167},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23783114552497864},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19708144664764404},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1874023675918579}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2591062.2591088","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2591062.2591088","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 36th International Conference on Software Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.685.1207","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.685.1207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://2014.icse-conferences.org/sites/default/files/downloads/Camilli.pdf","raw_type":"text"},{"id":"pmh:oai:unibz.it:11293113630001241","is_oa":false,"landing_page_url":"https://bia.unibz.it/esploro/outputs/conferenceProceeding/Formal-verification-problems-in-a-big/991006495382701241","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6000000238418579,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W122407544","https://openalex.org/W125191722","https://openalex.org/W146900863","https://openalex.org/W224698694","https://openalex.org/W1489095339","https://openalex.org/W1548575501","https://openalex.org/W1574570499","https://openalex.org/W1976860187","https://openalex.org/W2010327714","https://openalex.org/W2020302654","https://openalex.org/W2040032021","https://openalex.org/W2046213250","https://openalex.org/W2081840025","https://openalex.org/W2081955678","https://openalex.org/W2091281509","https://openalex.org/W2100959764","https://openalex.org/W2109722477","https://openalex.org/W2114920826","https://openalex.org/W2125040344","https://openalex.org/W2151830023","https://openalex.org/W2173213060","https://openalex.org/W2216194096","https://openalex.org/W2287508180","https://openalex.org/W2301458000","https://openalex.org/W2533662917","https://openalex.org/W2913459036","https://openalex.org/W4246906001"],"related_works":["https://openalex.org/W161255303","https://openalex.org/W1544097700","https://openalex.org/W1488573418","https://openalex.org/W2152752131","https://openalex.org/W1922520186","https://openalex.org/W1946493810","https://openalex.org/W2145025660","https://openalex.org/W1994222400","https://openalex.org/W2391979747","https://openalex.org/W2981877881"],"abstract_inverted_index":{"Formal":[0],"verification":[1,35,61,82],"requires":[2],"high":[3],"performance":[4],"data":[5,16],"processing":[6],"software":[7],"for":[8,34],"extracting":[9],"knowledge":[10],"from":[11,18],"the":[12,47,77],"unprecedented":[13],"amount":[14],"of":[15,83],"coming":[17],"analyzed":[19],"systems.":[20],"Since":[21],"cloud":[22,91],"based":[23],"computing":[24,92],"resources":[25],"have":[26],"became":[27],"easily":[28],"accessible,":[29],"there":[30],"is":[31],"an":[32,54],"opportunity":[33],"techniques":[36,73],"and":[37,59,90],"tools":[38],"to":[39,45,80],"undergo":[40],"a":[41,68],"deep":[42],"technological":[43],"transition":[44],"exploit":[46],"new":[48],"available":[49],"architectures.":[50],"This":[51],"has":[52],"created":[53],"increasing":[55],"interest":[56],"in":[57],"parallelizing":[58],"distributing":[60],"techniques.":[62],"In":[63],"this":[64],"paper":[65],"we":[66],"introduce":[67],"distributed":[69],"approach":[70],"which":[71],"exploits":[72],"typically":[74],"used":[75],"by":[76],"bigdata":[78,88],"community":[79],"enable":[81],"very":[84],"complex":[85],"systems":[86],"using":[87],"approaches":[89],"facilities.":[93]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}