{"id":"https://openalex.org/W2575004710","doi":"https://doi.org/10.1109/indin.2016.7819368","title":"Filter large-scale engine data using apache spark","display_name":"Filter large-scale engine data using apache spark","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2575004710","doi":"https://doi.org/10.1109/indin.2016.7819368","mag":"2575004710"},"language":"en","primary_location":{"id":"doi:10.1109/indin.2016.7819368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2016.7819368","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 14th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.brighton.ac.uk/en/publications/adf6a638-5e08-4ee5-875d-fc4a3952a1e3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027756557","display_name":"Donato Pirozzi","orcid":"https://orcid.org/0000-0002-4315-0231"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Donato Pirozzi","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 degli Studi di Salerno IT"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Salerno IT","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036057602","display_name":"Vittorio Scarano","orcid":"https://orcid.org/0000-0001-8437-5253"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vittorio Scarano","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 degli Studi di Salerno IT"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Salerno IT","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044863694","display_name":"Steven Begg","orcid":"https://orcid.org/0000-0002-7363-1925"},"institutions":[{"id":"https://openalex.org/I71637028","display_name":"University of Brighton","ror":"https://ror.org/04kp2b655","country_code":"GB","type":"education","lineage":["https://openalex.org/I71637028"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Steven Begg","raw_affiliation_strings":["School of Computing, Engineering and Mathematics, University of Brighton, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematics, University of Brighton, UK","institution_ids":["https://openalex.org/I71637028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040565370","display_name":"Guillaume de Sercey","orcid":"https://orcid.org/0000-0002-7062-2425"},"institutions":[{"id":"https://openalex.org/I71637028","display_name":"University of Brighton","ror":"https://ror.org/04kp2b655","country_code":"GB","type":"education","lineage":["https://openalex.org/I71637028"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Guillaume De Sercey","raw_affiliation_strings":["School of Computing, Engineering and Mathematics, University of Brighton, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematics, University of Brighton, UK","institution_ids":["https://openalex.org/I71637028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039450473","display_name":"Andrew Fish","orcid":"https://orcid.org/0000-0003-3758-0128"},"institutions":[{"id":"https://openalex.org/I71637028","display_name":"University of Brighton","ror":"https://ror.org/04kp2b655","country_code":"GB","type":"education","lineage":["https://openalex.org/I71637028"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew Fish","raw_affiliation_strings":["School of Computing, Engineering and Mathematics, University of Brighton, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematics, University of Brighton, UK","institution_ids":["https://openalex.org/I71637028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086124215","display_name":"Andrew S. Harvey","orcid":"https://orcid.org/0000-0001-7430-3205"},"institutions":[{"id":"https://openalex.org/I71637028","display_name":"University of Brighton","ror":"https://ror.org/04kp2b655","country_code":"GB","type":"education","lineage":["https://openalex.org/I71637028"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew Harvey","raw_affiliation_strings":["School of Computing, Engineering and Mathematics, University of Brighton, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematics, University of Brighton, UK","institution_ids":["https://openalex.org/I71637028"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5027756557"],"corresponding_institution_ids":["https://openalex.org/I131729948"],"apc_list":null,"apc_paid":null,"fwci":0.334,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68513266,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"15","issue":null,"first_page":"1300","last_page":"1305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9858999848365784,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9567999839782715,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.7947981953620911},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.766054630279541},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7600606679916382},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5340064764022827},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5317719578742981},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.47961127758026123},{"id":"https://openalex.org/keywords/ignition-system","display_name":"Ignition system","score":0.4342178702354431},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.43199482560157776},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4287766218185425},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.41426512598991394},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.34429293870925903},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14737281203269958}],"concepts":[{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.7947981953620911},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.766054630279541},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7600606679916382},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5340064764022827},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5317719578742981},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.47961127758026123},{"id":"https://openalex.org/C159063594","wikidata":"https://www.wikidata.org/wiki/Q248382","display_name":"Ignition system","level":2,"score":0.4342178702354431},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.43199482560157776},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4287766218185425},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.41426512598991394},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.34429293870925903},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14737281203269958},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/indin.2016.7819368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2016.7819368","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 14th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire/adf6a638-5e08-4ee5-875d-fc4a3952a1e3","is_oa":true,"landing_page_url":"https://research.brighton.ac.uk/en/publications/adf6a638-5e08-4ee5-875d-fc4a3952a1e3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401758","display_name":"University of Brighton Repository (University of Brighton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71637028","host_organization_name":"University of Brighton","host_organization_lineage":["https://openalex.org/I71637028"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Begg, S, Fish, A, Pirozzi, D, De Sercey, G, Scarano, V & Harvey, A 2016, Filter Large-scale Engine Data using Apache Spark. in IEEE-INDIN 2016 14th international conference on industrial informatics. Poitiers, France, pp. 1300-1305, IEEE-INDIN 2016 14th international conference on industrial informatics, 18/07/16.","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/adf6a638-5e08-4ee5-875d-fc4a3952a1e3","is_oa":true,"landing_page_url":"https://research.brighton.ac.uk/en/publications/adf6a638-5e08-4ee5-875d-fc4a3952a1e3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401758","display_name":"University of Brighton Repository (University of Brighton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71637028","host_organization_name":"University of Brighton","host_organization_lineage":["https://openalex.org/I71637028"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Begg, S, Fish, A, Pirozzi, D, De Sercey, G, Scarano, V & Harvey, A 2016, Filter Large-scale Engine Data using Apache Spark. in IEEE-INDIN 2016 14th international conference on industrial informatics. Poitiers, France, pp. 1300-1305, IEEE-INDIN 2016 14th international conference on industrial informatics, 18/07/16.","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1636320021","https://openalex.org/W1937834241","https://openalex.org/W2004721903","https://openalex.org/W2014444332","https://openalex.org/W2102938223","https://openalex.org/W2119738171","https://openalex.org/W2138199375","https://openalex.org/W2152493780","https://openalex.org/W2206108581","https://openalex.org/W2214306769","https://openalex.org/W2298349887","https://openalex.org/W6651432947","https://openalex.org/W6654023751"],"related_works":["https://openalex.org/W2766461310","https://openalex.org/W4247566972","https://openalex.org/W4388692845","https://openalex.org/W3202731209","https://openalex.org/W3211874991","https://openalex.org/W3123730621","https://openalex.org/W2269664472","https://openalex.org/W1993541571","https://openalex.org/W2166567466","https://openalex.org/W4308507533"],"abstract_inverted_index":{"This":[0,60],"paper":[1,90],"introduces":[2],"a":[3],"minimum":[4],"viable":[5],"software":[6],"product":[7],"to":[8,25,85],"filter":[9],"large":[10],"datasets":[11],"of":[12,19,33,39,54,99,106],"engine":[13,41],"data":[14],"recorded":[15,40],"during":[16],"laboratory":[17],"experiments":[18],"combustion":[20],"engines.":[21],"The":[22,89],"aim":[23],"is":[24],"support":[26],"analysts":[27],"in":[28],"the":[29,45,51,63,82,94,104],"identification":[30],"and":[31,68,76],"analysis":[32],"specific":[34],"physical":[35],"phenomenon":[36],"within":[37],"hours":[38],"experimental":[42],"data.":[43],"Specifically,":[44],"tool":[46],"has":[47],"been":[48],"designed":[49],"considering":[50],"use":[52],"case":[53],"identifying":[55],"Low":[56],"Speed":[57],"Pre-Ignition":[58],"events.":[59],"work":[61],"describes":[62],"tool's":[64],"graphical":[65],"user":[66],"interface":[67],"its":[69,100],"scalable":[70],"architecture":[71],"based":[72],"on":[73,93],"mainstream":[74],"web":[75],"big-data":[77],"technologies":[78],"as":[79,81],"well":[80],"practical":[83],"application":[84],"pre-ignition":[86],"events":[87],"identification.":[88],"provides":[91],"details":[92],"architecture's":[95],"performance,":[96],"providing":[97],"evidence":[98],"scalability":[101],"by":[102],"increasing":[103],"number":[105],"available":[107],"computing":[108],"workers.":[109]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}