{"id":"https://openalex.org/W2792678179","doi":"https://doi.org/10.1109/tbdata.2018.2817505","title":"Trident: Distributed Storage, Analysis, and Exploration of Multidimensional Phenomena","display_name":"Trident: Distributed Storage, Analysis, and Exploration of Multidimensional Phenomena","publication_year":2018,"publication_date":"2018-03-20","ids":{"openalex":"https://openalex.org/W2792678179","doi":"https://doi.org/10.1109/tbdata.2018.2817505","mag":"2792678179"},"language":"en","primary_location":{"id":"doi:10.1109/tbdata.2018.2817505","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2018.2817505","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Big Data","raw_type":"journal-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/A5055467617","display_name":"Matthew Malensek","orcid":"https://orcid.org/0000-0001-5457-4729"},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Malensek","raw_affiliation_strings":["Department of Computer Science, Colorado State University, Fort Collins, CO"],"raw_orcid":"https://orcid.org/0000-0001-5457-4729","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Colorado State University, Fort Collins, CO","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081492255","display_name":"Walid Budgaga","orcid":null},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Walid Budgaga","raw_affiliation_strings":["Department of Computer Science, Colorado State University, Fort Collins, CO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Colorado State University, Fort Collins, CO","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044301855","display_name":"Ryan Stern","orcid":null},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan Stern","raw_affiliation_strings":["Department of Computer Science, Colorado State University, Fort Collins, CO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Colorado State University, Fort Collins, CO","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110284766","display_name":"Shrideep Pallickara","orcid":null},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shrideep Pallickara","raw_affiliation_strings":["Department of Computer Science, Colorado State University, Fort Collins, CO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Colorado State University, Fort Collins, CO","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072618060","display_name":"Sangmi Lee Pallickara","orcid":"https://orcid.org/0000-0001-7012-5528"},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sangmi Lee Pallickara","raw_affiliation_strings":["Department of Computer Science, Colorado State University, Fort Collins, CO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Colorado State University, Fort Collins, CO","institution_ids":["https://openalex.org/I92446798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I92446798"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":0.6043,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77503075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"5","issue":"2","first_page":"252","last_page":"265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9890000224113464,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9890000224113464,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.986299991607666,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9794999957084656,"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/trident","display_name":"Trident","score":0.8484045267105103},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8440608978271484},{"id":"https://openalex.org/keywords/petabyte","display_name":"Petabyte","score":0.7664233446121216},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.6104146838188171},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5970211029052734},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5104114413261414},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4984726905822754},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.4959472119808197},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.46876639127731323},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4355885088443756},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.41767966747283936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20250895619392395},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11122673749923706}],"concepts":[{"id":"https://openalex.org/C2777909563","wikidata":"https://www.wikidata.org/wiki/Q271628","display_name":"Trident","level":2,"score":0.8484045267105103},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8440608978271484},{"id":"https://openalex.org/C13600138","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Petabyte","level":3,"score":0.7664233446121216},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6104146838188171},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5970211029052734},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5104114413261414},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4984726905822754},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.4959472119808197},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.46876639127731323},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4355885088443756},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.41767966747283936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20250895619392395},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11122673749923706},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/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/tbdata.2018.2817505","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2018.2817505","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Big Data","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G1233428797","display_name":null,"funder_award_id":"CNS-1253908","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G2640248297","display_name":null,"funder_award_id":"ACI\u20101553685","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G4495386829","display_name":null,"funder_award_id":"[D15PC00279]","funder_id":"https://openalex.org/F4320306110","funder_display_name":"U.S. Department of Homeland Security"}],"funders":[{"id":"https://openalex.org/F4320306110","display_name":"U.S. Department of Homeland Security","ror":"https://ror.org/00jyr0d86"},{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W410850256","https://openalex.org/W1480376833","https://openalex.org/W1520815598","https://openalex.org/W1564854496","https://openalex.org/W1661786820","https://openalex.org/W1981420413","https://openalex.org/W1987034518","https://openalex.org/W1989682464","https://openalex.org/W2007504269","https://openalex.org/W2013344760","https://openalex.org/W2015887370","https://openalex.org/W2038412523","https://openalex.org/W2048442462","https://openalex.org/W2051224630","https://openalex.org/W2064664742","https://openalex.org/W2070493638","https://openalex.org/W2071989194","https://openalex.org/W2087946700","https://openalex.org/W2101234009","https://openalex.org/W2102401757","https://openalex.org/W2110086534","https://openalex.org/W2119738171","https://openalex.org/W2119885577","https://openalex.org/W2131975293","https://openalex.org/W2135335717","https://openalex.org/W2153635508","https://openalex.org/W2153704625","https://openalex.org/W2158049821","https://openalex.org/W2167898414","https://openalex.org/W2184623761","https://openalex.org/W2189465200","https://openalex.org/W2344213323","https://openalex.org/W2582743722","https://openalex.org/W2739807086","https://openalex.org/W2911964244","https://openalex.org/W2953384591","https://openalex.org/W2963288913","https://openalex.org/W3003253354","https://openalex.org/W4242841269","https://openalex.org/W4250390143","https://openalex.org/W4285719527","https://openalex.org/W6614148910","https://openalex.org/W6631161651","https://openalex.org/W6633622679","https://openalex.org/W6637232609","https://openalex.org/W6675354045","https://openalex.org/W6679815717","https://openalex.org/W6680192438","https://openalex.org/W6686239164","https://openalex.org/W6687322159","https://openalex.org/W6713134421"],"related_works":["https://openalex.org/W1538652242","https://openalex.org/W2011521129","https://openalex.org/W4379164835","https://openalex.org/W2461968736","https://openalex.org/W2031298432","https://openalex.org/W4386544342","https://openalex.org/W4230348452","https://openalex.org/W2270443735","https://openalex.org/W4312069222","https://openalex.org/W2792678179"],"abstract_inverted_index":{"Rising":[0],"storage":[1],"and":[2,24,32,55,58,101,106,108,116],"computational":[3],"capacities":[4],"have":[5,68],"led":[6],"to":[7,39,114],"the":[8,61,78,127],"accumulation":[9],"of":[10,27,45,51,93,129],"voluminous":[11],"datasets.":[12],"These":[13],"datasets":[14,142],"contain":[15],"insights":[16],"that":[17],"describe":[18],"natural":[19],"phenomena,":[20],"usage":[21],"patterns,":[22],"trends,":[23],"other":[25],"aspects":[26],"complex,":[28],"real-world":[29],"systems.":[30],"Statistical":[31],"machine":[33],"learning":[34],"models":[35,54],"are":[36,143],"often":[37,144],"employed":[38],"identify":[40],"these":[41],"patterns":[42],"or":[43,112],"attributes":[44],"interest.":[46],"However,":[47],"a":[48,130,137],"wide":[49],"array":[50],"potentially":[52],"relevant":[53],"parameterizations":[56],"exist,":[57],"may":[59],"provide":[60],"best":[62],"performance":[63],"only":[64],"after":[65],"preprocessing":[66],"steps":[67],"been":[69],"carried":[70],"out.":[71],"Our":[72],"distributed":[73],"analytics":[74],"platform,":[75],"Trident,":[76],"facilitates":[77],"modeling":[79],"process":[80],"by":[81,136],"providing":[82],"high-level":[83],"data":[84,99],"exploration":[85],"functionality":[86],"as":[87,89],"well":[88],"guidance":[90],"for":[91,148],"creation":[92],"effective":[94],"models.":[95],"Trident":[96,125],"handles":[97],"(1)":[98],"partitioning":[100],"storage,":[102],"(2)":[103],"metadata":[104],"extraction":[105],"indexing,":[107],"(3)":[109],"selective":[110],"retrievals":[111],"transformations":[113],"prepare":[115],"generate":[117],"training":[118],"data.":[119],"In":[120],"this":[121],"study,":[122],"we":[123],"evaluate":[124],"in":[126,146,151],"context":[128],"1.1":[131],"petabyte":[132],"epidemiology":[133],"dataset":[134],"generated":[135],"disease":[138],"spread":[139],"simulation;":[140],"such":[141],"used":[145],"planning":[147],"national-scale":[149],"outbreaks":[150],"animal":[152],"populations.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-29T07:29:34.045763","created_date":"2025-10-10T00:00:00"}