{"id":"https://openalex.org/W2778188427","doi":"https://doi.org/10.1145/3139958.3139963","title":"Spatio-Temporal Join on Apache Spark","display_name":"Spatio-Temporal Join on Apache Spark","publication_year":2017,"publication_date":"2017-11-07","ids":{"openalex":"https://openalex.org/W2778188427","doi":"https://doi.org/10.1145/3139958.3139963","mag":"2778188427"},"language":"en","primary_location":{"id":"doi:10.1145/3139958.3139963","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3139958.3139963","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information 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/A5030722812","display_name":"Randall T. Whitman","orcid":null},"institutions":[{"id":"https://openalex.org/I1292842697","display_name":"Environmental Systems Research Institute (United States)","ror":"https://ror.org/0428exr50","country_code":"US","type":"company","lineage":["https://openalex.org/I1292842697"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Randall T. Whitman","raw_affiliation_strings":["Environmental Systems Research Institute (Esri)"],"affiliations":[{"raw_affiliation_string":"Environmental Systems Research Institute (Esri)","institution_ids":["https://openalex.org/I1292842697"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057292809","display_name":"Michael B. Park","orcid":null},"institutions":[{"id":"https://openalex.org/I1292842697","display_name":"Environmental Systems Research Institute (United States)","ror":"https://ror.org/0428exr50","country_code":"US","type":"company","lineage":["https://openalex.org/I1292842697"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael B. Park","raw_affiliation_strings":["Environmental Systems Research Institute (Esri)"],"affiliations":[{"raw_affiliation_string":"Environmental Systems Research Institute (Esri)","institution_ids":["https://openalex.org/I1292842697"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002927034","display_name":"Bryan G. Marsh","orcid":null},"institutions":[{"id":"https://openalex.org/I1292842697","display_name":"Environmental Systems Research Institute (United States)","ror":"https://ror.org/0428exr50","country_code":"US","type":"company","lineage":["https://openalex.org/I1292842697"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bryan G. Marsh","raw_affiliation_strings":["Environmental Systems Research Institute (Esri)"],"affiliations":[{"raw_affiliation_string":"Environmental Systems Research Institute (Esri)","institution_ids":["https://openalex.org/I1292842697"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033245533","display_name":"Erik Hoel","orcid":"https://orcid.org/0000-0002-8320-533X"},"institutions":[{"id":"https://openalex.org/I1292842697","display_name":"Environmental Systems Research Institute (United States)","ror":"https://ror.org/0428exr50","country_code":"US","type":"company","lineage":["https://openalex.org/I1292842697"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erik G. Hoel","raw_affiliation_strings":["Environmental Systems Research Institute (Esri)"],"affiliations":[{"raw_affiliation_string":"Environmental Systems Research Institute (Esri)","institution_ids":["https://openalex.org/I1292842697"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030722812"],"corresponding_institution_ids":["https://openalex.org/I1292842697"],"apc_list":null,"apc_paid":null,"fwci":1.8492,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.87380115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"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/T11106","display_name":"Data Management and Algorithms","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9925000071525574,"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":0.7862703800201416},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.751716136932373},{"id":"https://openalex.org/keywords/timestamp","display_name":"Timestamp","score":0.7364211678504944},{"id":"https://openalex.org/keywords/joins","display_name":"Joins","score":0.7317847013473511},{"id":"https://openalex.org/keywords/join","display_name":"Join (topology)","score":0.7224963903427124},{"id":"https://openalex.org/keywords/temporal-database","display_name":"Temporal database","score":0.6006857752799988},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5454810261726379},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5303569436073303},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.4744637608528137},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45323774218559265},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4163210391998291},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.21259787678718567},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11857494711875916},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.11626923084259033}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7862703800201416},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.751716136932373},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.7364211678504944},{"id":"https://openalex.org/C2778692605","wikidata":"https://www.wikidata.org/wiki/Q4041866","display_name":"Joins","level":2,"score":0.7317847013473511},{"id":"https://openalex.org/C2776124973","wikidata":"https://www.wikidata.org/wiki/Q3183033","display_name":"Join (topology)","level":2,"score":0.7224963903427124},{"id":"https://openalex.org/C77277458","wikidata":"https://www.wikidata.org/wiki/Q1969246","display_name":"Temporal database","level":2,"score":0.6006857752799988},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5454810261726379},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5303569436073303},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.4744637608528137},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45323774218559265},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4163210391998291},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.21259787678718567},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11857494711875916},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.11626923084259033},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3139958.3139963","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3139958.3139963","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1505133516","https://openalex.org/W1556870220","https://openalex.org/W1568832590","https://openalex.org/W1598064945","https://openalex.org/W1967419472","https://openalex.org/W1970196737","https://openalex.org/W1973301025","https://openalex.org/W1993997820","https://openalex.org/W2005083765","https://openalex.org/W2044012461","https://openalex.org/W2094757725","https://openalex.org/W2115583184","https://openalex.org/W2118021173","https://openalex.org/W2118269922","https://openalex.org/W2131620262","https://openalex.org/W2149173084","https://openalex.org/W2151179595","https://openalex.org/W2164331678","https://openalex.org/W2169628462","https://openalex.org/W2169672215","https://openalex.org/W2169893912","https://openalex.org/W2189465200","https://openalex.org/W2295338537","https://openalex.org/W2436533802","https://openalex.org/W2481416449","https://openalex.org/W2548613432","https://openalex.org/W2562836854","https://openalex.org/W2593167524","https://openalex.org/W2598454225"],"related_works":["https://openalex.org/W2488852078","https://openalex.org/W2393491644","https://openalex.org/W4206577045","https://openalex.org/W3086237447","https://openalex.org/W1550806730","https://openalex.org/W1496672428","https://openalex.org/W2589740103","https://openalex.org/W1966967794","https://openalex.org/W650102067","https://openalex.org/W2397450670"],"abstract_inverted_index":{"Effective":[0],"processing":[1,16],"of":[2,6,41,88],"extremely":[3],"large":[4],"volumes":[5],"spatial":[7,77,90,102],"data":[8,32,44,46],"has":[9,54],"led":[10],"to":[11,37,62],"many":[12],"organizations":[13],"employing":[14],"distributed":[15],"frameworks.":[17],"Apache":[18],"Spark":[19],"is":[20,26,35],"one":[21],"such":[22],"open-source":[23],"framework":[24],"that":[25,39,93,110],"enjoying":[27],"widespread":[28],"adoption.":[29],"Within":[30],"this":[31,82],"space,":[33],"it":[34,111],"important":[36,74],"note":[38],"most":[40],"the":[42,69,76,119],"observational":[43],"(i.e.,":[45],"collected":[47],"by":[48],"sensors,":[49],"either":[50],"moving":[51],"or":[52,58],"stationary)":[53],"a":[55,89],"temporal":[56,70],"component,":[57],"timestamp.":[59],"In":[60,81],"order":[61],"perform":[63],"advanced":[64],"analytics":[65],"and":[66,78,98,115],"gain":[67],"insights,":[68],"component":[71],"becomes":[72],"equally":[73],"as":[75],"attribute":[79,116],"components.":[80],"paper,":[83],"we":[84],"detail":[85],"several":[86],"variants":[87],"join":[91,103,120],"operation":[92],"addresses":[94],"both":[95],"spatial,":[96,113],"temporal,":[97,114],"attribute-based":[99],"joins.":[100],"Our":[101],"technique":[104],"differs":[105],"from":[106],"other":[107],"approaches":[108],"in":[109,118],"combines":[112],"predicates":[117],"operator.":[121]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}