{"id":"https://openalex.org/W2586127821","doi":"https://doi.org/10.1109/ldav.2016.7874304","title":"Embedded domain-specific language and runtime system for progressive spatiotemporal data analysis and visualization","display_name":"Embedded domain-specific language and runtime system for progressive spatiotemporal data analysis and visualization","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2586127821","doi":"https://doi.org/10.1109/ldav.2016.7874304","mag":"2586127821"},"language":"en","primary_location":{"id":"doi:10.1109/ldav.2016.7874304","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ldav.2016.7874304","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 6th Symposium on Large Data Analysis and Visualization (LDAV)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/1332458","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103560894","display_name":"Cameron Christensen","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cameron Christensen","raw_affiliation_strings":["SCI Institute, University of Utah"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCI Institute, University of Utah","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100736205","display_name":"Jiwoo Lee","orcid":"https://orcid.org/0000-0002-0016-7199"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ji-Woo Lee","raw_affiliation_strings":["SCI Institute, University of Utah"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCI Institute, University of Utah","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013952808","display_name":"Shusen Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shusen Liu","raw_affiliation_strings":["SCI Institute, University of Utah"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCI Institute, University of Utah","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019902487","display_name":"Peer\u2010Timo Bremer","orcid":"https://orcid.org/0000-0003-4107-3831"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peer-Timo Bremer","raw_affiliation_strings":["Lawrence Livermore National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076800717","display_name":"Giorgio Scorzelli","orcid":"https://orcid.org/0000-0002-6263-2738"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Giorgio Scorzelli","raw_affiliation_strings":["Lawrence Livermore National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009460413","display_name":"Valerio Pascucci","orcid":"https://orcid.org/0000-0002-8877-2042"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Valerio Pascucci","raw_affiliation_strings":["SCI Institute, University of Utah"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCI Institute, University of Utah","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8954,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92008479,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9991000294685364,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9986000061035156,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9914000034332275,"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/computer-science","display_name":"Computer science","score":0.8654065728187561},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7843356728553772},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6871984004974365},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5678362250328064},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5098956823348999},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.47524333000183105},{"id":"https://openalex.org/keywords/interactivity","display_name":"Interactivity","score":0.4676280617713928},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4552738070487976},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45035630464553833},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3911629021167755},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3770706057548523},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2774227261543274},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.13720762729644775},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12810254096984863},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10331448912620544}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8654065728187561},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7843356728553772},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6871984004974365},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5678362250328064},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5098956823348999},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.47524333000183105},{"id":"https://openalex.org/C144430266","wikidata":"https://www.wikidata.org/wiki/Q839721","display_name":"Interactivity","level":2,"score":0.4676280617713928},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4552738070487976},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45035630464553833},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3911629021167755},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3770706057548523},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2774227261543274},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.13720762729644775},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12810254096984863},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10331448912620544},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ldav.2016.7874304","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ldav.2016.7874304","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 6th Symposium on Large Data Analysis and Visualization (LDAV)","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1332458","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1332458","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1332458","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1332458","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338286","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W145224306","https://openalex.org/W1489951562","https://openalex.org/W1498712972","https://openalex.org/W1925684990","https://openalex.org/W1971665389","https://openalex.org/W1983833794","https://openalex.org/W1987034518","https://openalex.org/W1987822482","https://openalex.org/W1988888548","https://openalex.org/W1998556518","https://openalex.org/W2004707992","https://openalex.org/W2006140780","https://openalex.org/W2013499551","https://openalex.org/W2017001763","https://openalex.org/W2024966118","https://openalex.org/W2026448279","https://openalex.org/W2031164691","https://openalex.org/W2036369212","https://openalex.org/W2036518930","https://openalex.org/W2065502176","https://openalex.org/W2078962046","https://openalex.org/W2111008143","https://openalex.org/W2127446985","https://openalex.org/W2128046183","https://openalex.org/W2144836152","https://openalex.org/W2146292423","https://openalex.org/W2154074774","https://openalex.org/W2180453900","https://openalex.org/W2481304768","https://openalex.org/W2506485539","https://openalex.org/W2578891543","https://openalex.org/W2752061190","https://openalex.org/W2752853835","https://openalex.org/W2953008634","https://openalex.org/W3130894512","https://openalex.org/W3144437408","https://openalex.org/W4232517933","https://openalex.org/W4251164127","https://openalex.org/W6685642337","https://openalex.org/W6732391937","https://openalex.org/W6744529318"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2154046714","https://openalex.org/W2579659702","https://openalex.org/W2189613078","https://openalex.org/W1574055964","https://openalex.org/W2923661510","https://openalex.org/W2542318691","https://openalex.org/W2547096368","https://openalex.org/W2586219255"],"abstract_inverted_index":{"As":[0],"our":[1],"ability":[2],"to":[3,93,124],"generate":[4],"large":[5],"and":[6,11,30,33,71,84,97,136,151,162],"complex":[7],"datasets":[8,177],"grows,":[9],"accessing":[10],"processing":[12],"these":[13],"massive":[14,176],"data":[15,37,54,130,149],"collections":[16],"is":[17],"increasingly":[18],"the":[19,81,94,113,155,169,180],"primary":[20],"bottleneck":[21],"in":[22,133],"scientific":[23,95,100],"analysis.":[24],"Challenges":[25],"include":[26],"retrieving,":[27],"converting,":[28],"resampling,":[29],"combining":[31],"remote":[32,58,118,148,173],"often":[34],"disparately":[35],"located":[36],"ensembles":[38],"with":[39,68],"only":[40,192],"limited":[41],"support":[42],"from":[43],"existing":[44,48],"tools.":[45],"In":[46],"particular,":[47],"solutions":[49],"rely":[50],"predominantly":[51],"on":[52],"extensive":[53],"transfers":[55],"or":[56,194],"large-scale":[57],"computing":[59],"resources,":[60],"both":[61],"of":[62,87,116,129,175],"which":[63,187],"are":[64,91],"inherently":[65],"offline":[66,193],"processes":[67],"long":[69],"delays":[70],"substantial":[72],"repercussions":[73],"for":[74,112,168],"any":[75],"mistakes.":[76],"Such":[77],"workflows":[78],"severely":[79],"limit":[80],"flexible":[82],"exploration":[83,115,174],"rapid":[85],"evaluation":[86],"new":[88],"hypotheses":[89],"that":[90],"crucial":[92],"process":[96],"thereby":[98],"impede":[99],"discovery.":[101],"Here":[102],"we":[103],"present":[104],"an":[105],"embedded":[106],"domain-specific":[107],"language":[108],"(EDSL)":[109],"specifically":[110],"designed":[111],"interactive":[114,172],"large-scale,":[117],"data.":[119],"Our":[120],"EDSL":[121],"allows":[122],"users":[123],"express":[125],"a":[126,134],"wide":[127],"range":[128],"analysis":[131],"operations":[132],"simple":[135],"abstract":[137],"manner.":[138],"The":[139],"underlying":[140],"runtime":[141],"system":[142,166],"transparently":[143],"resolves":[144],"issues":[145],"such":[146,178],"as":[147,179],"access":[150],"resampling":[152],"while":[153],"at":[154,195],"same":[156],"time":[157],"maintaining":[158],"interactivity":[159],"through":[160],"progressive":[161],"interruptible":[163],"computation.":[164],"This":[165],"enables,":[167],"first":[170],"time,":[171],"7km":[181],"NASA":[182],"GEOS-5":[183],"Nature":[184],"Run":[185],"simulation,":[186],"previously":[188],"have":[189],"been":[190],"analyzed":[191],"reduced":[196],"resolution.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
