{"id":"https://openalex.org/W2752313434","doi":"https://doi.org/10.1145/3137586.3137590","title":"A Survey of Traditional and MapReduceBased Spatial Query Processing Approaches","display_name":"A Survey of Traditional and MapReduceBased Spatial Query Processing Approaches","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2752313434","doi":"https://doi.org/10.1145/3137586.3137590","mag":"2752313434"},"language":"en","primary_location":{"id":"doi:10.1145/3137586.3137590","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3137586.3137590","pdf_url":null,"source":{"id":"https://openalex.org/S47508943","display_name":"ACM SIGMOD Record","issn_l":"0163-5808","issn":["0163-5808","1943-5835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGMOD Record","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/A5101497485","display_name":"Hari Singh","orcid":"https://orcid.org/0000-0003-0356-3813"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hari Singh","raw_affiliation_strings":["N.C. College of Engineering, Israna, Panipat, Haryana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"N.C. College of Engineering, Israna, Panipat, Haryana, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052317739","display_name":"Seema Bawa","orcid":"https://orcid.org/0000-0002-2780-4960"},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Seema Bawa","raw_affiliation_strings":["Thapar University, Patiala, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thapar University, Patiala, Punjab, India","institution_ids":["https://openalex.org/I162030827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0094,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.88097761,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"46","issue":"2","first_page":"18","last_page":"29"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9957000017166138,"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"}},{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9918000102043152,"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":0.8923701047897339},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.8346588611602783},{"id":"https://openalex.org/keywords/spatial-database","display_name":"Spatial database","score":0.6614660024642944},{"id":"https://openalex.org/keywords/spatial-query","display_name":"Spatial query","score":0.6463058590888977},{"id":"https://openalex.org/keywords/r-tree","display_name":"R-tree","score":0.6075869798660278},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.6038241386413574},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5716572999954224},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.4784800410270691},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4595571458339691},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.41933953762054443},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.4161060154438019},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.33526986837387085},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.27341389656066895},{"id":"https://openalex.org/keywords/sargable","display_name":"Sargable","score":0.15427353978157043},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.11760467290878296},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08022516965866089}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8923701047897339},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.8346588611602783},{"id":"https://openalex.org/C203689450","wikidata":"https://www.wikidata.org/wiki/Q2302053","display_name":"Spatial database","level":3,"score":0.6614660024642944},{"id":"https://openalex.org/C172722865","wikidata":"https://www.wikidata.org/wiki/Q2302053","display_name":"Spatial query","level":5,"score":0.6463058590888977},{"id":"https://openalex.org/C106278948","wikidata":"https://www.wikidata.org/wiki/Q1198051","display_name":"R-tree","level":4,"score":0.6075869798660278},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.6038241386413574},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5716572999954224},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.4784800410270691},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4595571458339691},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.41933953762054443},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.4161060154438019},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.33526986837387085},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.27341389656066895},{"id":"https://openalex.org/C192939062","wikidata":"https://www.wikidata.org/wiki/Q104840822","display_name":"Sargable","level":4,"score":0.15427353978157043},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.11760467290878296},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08022516965866089},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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:10.1145/3137586.3137590","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3137586.3137590","pdf_url":null,"source":{"id":"https://openalex.org/S47508943","display_name":"ACM SIGMOD Record","issn_l":"0163-5808","issn":["0163-5808","1943-5835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGMOD Record","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W67406889","https://openalex.org/W126394981","https://openalex.org/W148247732","https://openalex.org/W154039672","https://openalex.org/W1501639307","https://openalex.org/W1511170346","https://openalex.org/W1581055071","https://openalex.org/W1601754214","https://openalex.org/W1633157623","https://openalex.org/W1633222579","https://openalex.org/W1734314076","https://openalex.org/W1855717563","https://openalex.org/W1981420413","https://openalex.org/W1991383761","https://openalex.org/W2010279913","https://openalex.org/W2011316986","https://openalex.org/W2014722699","https://openalex.org/W2015463411","https://openalex.org/W2024199467","https://openalex.org/W2025405721","https://openalex.org/W2030496588","https://openalex.org/W2035543557","https://openalex.org/W2035579749","https://openalex.org/W2036228459","https://openalex.org/W2042350736","https://openalex.org/W2043099794","https://openalex.org/W2044936152","https://openalex.org/W2058903936","https://openalex.org/W2062184932","https://openalex.org/W2063922845","https://openalex.org/W2066045135","https://openalex.org/W2072963066","https://openalex.org/W2074429597","https://openalex.org/W2077110411","https://openalex.org/W2081109058","https://openalex.org/W2087946700","https://openalex.org/W2098994245","https://openalex.org/W2102723596","https://openalex.org/W2109506091","https://openalex.org/W2110528713","https://openalex.org/W2113250622","https://openalex.org/W2114303224","https://openalex.org/W2115583184","https://openalex.org/W2117074936","https://openalex.org/W2118269922","https://openalex.org/W2118678071","https://openalex.org/W2124199440","https://openalex.org/W2125233616","https://openalex.org/W2130350569","https://openalex.org/W2131620262","https://openalex.org/W2135961964","https://openalex.org/W2146894772","https://openalex.org/W2151135734","https://openalex.org/W2151453356","https://openalex.org/W2154138844","https://openalex.org/W2154879298","https://openalex.org/W2160404300","https://openalex.org/W2164529774","https://openalex.org/W2169628462","https://openalex.org/W2169672215","https://openalex.org/W2362987852","https://openalex.org/W2610788652","https://openalex.org/W2912806291","https://openalex.org/W2913593077","https://openalex.org/W2913986420","https://openalex.org/W2922417532","https://openalex.org/W2997027240","https://openalex.org/W2997276011","https://openalex.org/W3004538570","https://openalex.org/W3041974701","https://openalex.org/W3144138478","https://openalex.org/W3213397929","https://openalex.org/W4236615217","https://openalex.org/W4237767716","https://openalex.org/W4242599275","https://openalex.org/W4247618959"],"related_works":["https://openalex.org/W799526280","https://openalex.org/W2923247510","https://openalex.org/W3088660274","https://openalex.org/W2104906863","https://openalex.org/W2350865074","https://openalex.org/W2726114508","https://openalex.org/W2362227810","https://openalex.org/W2289674787","https://openalex.org/W3135393699","https://openalex.org/W2171008029"],"abstract_inverted_index":{"Various":[0],"indexing":[1,57,102],"methods":[2],"of":[3,19,43,66,119,159,167],"spatial":[4,20,23,50,56,60,68,84,101,121,133],"data":[5,139,144],"have":[6,29],"come":[7],"out":[8],"after":[9],"rigorous":[10],"efforts":[11],"put":[12],"by":[13],"many":[14],"researchers":[15],"for":[16,33,49,58,97,107,142,163],"fast":[17],"processing":[18,28,123],"queries.":[21],"Parallelizing":[22],"index":[24],"building":[25,59],"and":[26,75,80,128,148,165],"query":[27,122],"become":[30],"very":[31],"popular":[32],"improving":[34],"efficiency.":[35],"The":[36,64,92,111],"MapReduce":[37,72],"framework":[38],"provides":[39,115],"a":[40,116,157],"modern":[41],"way":[42],"parallel":[44],"processing.":[45],"A":[46],"MapReduce-based":[47,120],"works":[48],"queries":[51],"consider":[52],"the":[53,67,90,105,150,169,173],"existing":[54,170],"traditional":[55,83],"indexes":[61,69,85],"in":[62,71,89,109,172],"parallel.":[63],"majority":[65],"implemented":[70],"use":[73,137],"R-Tree":[74,79],"its":[76,81],"variants.":[77],"Therefore,":[78],"variantbased":[82],"are":[86,161],"thoroughly":[87],"surveyed":[88],"paper.":[91],"objective":[93],"is":[94],"to":[95],"search":[96],"still":[98],"less":[99],"explored":[100],"approaches,":[103],"having":[104],"potential":[106],"parallelism":[108],"MapReduce.":[110],"review":[112],"work":[113],"also":[114],"detailed":[117],"survey":[118],"approaches":[124,136,171],"-":[125],"hierarchical":[126],"indexed":[127],"packed":[129],"key-value":[130],"storage":[131],"based":[132],"dataset.":[134],"Both":[135],"different":[138,154],"partitioning":[140],"strategies":[141],"distributing":[143],"among":[145],"cluster":[146],"nodes":[147],"managing":[149],"partitioned":[151],"dataset":[152],"through":[153],"indexing.":[155],"Finally,":[156],"number":[158],"parameters":[160],"selected":[162],"comparison":[164],"analysis":[166],"all":[168],"literature.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
