{"id":"https://openalex.org/W2606119790","doi":"https://doi.org/10.3390/s17040815","title":"Efficient Streaming Mass Spatio-Temporal Vehicle Data Access in Urban Sensor Networks Based on Apache Storm","display_name":"Efficient Streaming Mass Spatio-Temporal Vehicle Data Access in Urban Sensor Networks Based on Apache Storm","publication_year":2017,"publication_date":"2017-04-10","ids":{"openalex":"https://openalex.org/W2606119790","doi":"https://doi.org/10.3390/s17040815","mag":"2606119790","pmid":"https://pubmed.ncbi.nlm.nih.gov/28394287"},"language":"en","primary_location":{"id":"doi:10.3390/s17040815","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s17040815","pdf_url":"https://www.mdpi.com/1424-8220/17/4/815/pdf?version=1491819742","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/17/4/815/pdf?version=1491819742","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078928542","display_name":"Lianjie Zhou","orcid":"https://orcid.org/0000-0003-3424-1729"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianjie Zhou","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Luoyu Road 129, Wuhan 430079, China"],"raw_orcid":"https://orcid.org/0000-0003-3424-1729","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Luoyu Road 129, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084901503","display_name":"Nengcheng Chen","orcid":"https://orcid.org/0000-0002-3521-9972"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nengcheng Chen","raw_affiliation_strings":["Collaborative Innovation Center of Geospatial Technology, 129 Luoyu Road, Wuhan 430079, China","State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Luoyu Road 129, Wuhan 430079, China"],"raw_orcid":"https://orcid.org/0000-0002-3521-9972","affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center of Geospatial Technology, 129 Luoyu Road, Wuhan 430079, China","institution_ids":[]},{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Luoyu Road 129, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086235539","display_name":"Zeqiang Chen","orcid":"https://orcid.org/0000-0001-6624-6693"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zeqiang Chen","raw_affiliation_strings":["Collaborative Innovation Center of Geospatial Technology, 129 Luoyu Road, Wuhan 430079, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center of Geospatial Technology, 129 Luoyu Road, Wuhan 430079, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5084901503"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":2.0006,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.85089634,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"17","issue":"4","first_page":"815","last_page":"815"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9944000244140625,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9940999746322632,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7189303636550903},{"id":"https://openalex.org/keywords/storm","display_name":"Storm","score":0.6369932889938354},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5577138066291809},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5576822757720947},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.4752994477748871},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.4532153010368347},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4301242232322693},{"id":"https://openalex.org/keywords/real-time-data","display_name":"Real-time data","score":0.4260687828063965},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3022945523262024},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.218691885471344},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.21571066975593567},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15620091557502747},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.10395863652229309},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08088338375091553}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7189303636550903},{"id":"https://openalex.org/C105306849","wikidata":"https://www.wikidata.org/wiki/Q81054","display_name":"Storm","level":2,"score":0.6369932889938354},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5577138066291809},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5576822757720947},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.4752994477748871},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.4532153010368347},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4301242232322693},{"id":"https://openalex.org/C110593043","wikidata":"https://www.wikidata.org/wiki/Q7300787","display_name":"Real-time data","level":2,"score":0.4260687828063965},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3022945523262024},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.218691885471344},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.21571066975593567},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15620091557502747},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.10395863652229309},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08088338375091553}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s17040815","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s17040815","pdf_url":"https://www.mdpi.com/1424-8220/17/4/815/pdf?version=1491819742","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:28394287","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28394287","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:c240804cf6914cdd95108e4f8fbf3540","is_oa":true,"landing_page_url":"https://doaj.org/article/c240804cf6914cdd95108e4f8fbf3540","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 17, Iss 4, p 815 (2017)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:4275867","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5422176","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s17040815","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s17040815","pdf_url":"https://www.mdpi.com/1424-8220/17/4/815/pdf?version=1491819742","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G8898800681","display_name":null,"funder_award_id":"2016CFA003","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"}],"funders":[{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2606119790.pdf","grobid_xml":"https://content.openalex.org/works/W2606119790.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W54255577","https://openalex.org/W1970225139","https://openalex.org/W1992096003","https://openalex.org/W2007599238","https://openalex.org/W2017151706","https://openalex.org/W2041480047","https://openalex.org/W2048022958","https://openalex.org/W2065297479","https://openalex.org/W2066760349","https://openalex.org/W2072193727","https://openalex.org/W2086250231","https://openalex.org/W2095677682","https://openalex.org/W2109701112","https://openalex.org/W2122849722","https://openalex.org/W2123770198","https://openalex.org/W2134185672","https://openalex.org/W2140344011","https://openalex.org/W2170641302","https://openalex.org/W2172138317","https://openalex.org/W2291713271","https://openalex.org/W2420682244","https://openalex.org/W2437870011","https://openalex.org/W2494207668","https://openalex.org/W2539597903","https://openalex.org/W2985237160","https://openalex.org/W3171898890","https://openalex.org/W6685204139"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W2397952901","https://openalex.org/W4389393735","https://openalex.org/W2798694085","https://openalex.org/W2753968464","https://openalex.org/W3016192752","https://openalex.org/W1979333357"],"abstract_inverted_index":{"The":[0,208],"efficient":[1,71],"data":[2,7,17,50,74,85,88,94,105,110,144,151,157],"access":[3,75,86,106,158],"of":[4,11,32,42,51,117,178,210,219],"streaming":[5,49,72,84,93,103],"vehicle":[6,16],"is":[8,22,53,145,196,204,212],"the":[9,30,47,114,124,134,148,154,156,169,181],"foundation":[10],"analyzing,":[12],"using":[13],"and":[14,55,65,87,107,121,127,168,200],"mining":[15],"in":[18,34,44,119,165,184],"smart":[19],"cities,":[20],"which":[21],"an":[23,70],"approach":[24],"to":[25,61,81,102],"understand":[26],"traffic":[27],"environments.":[28],"However,":[29],"number":[31],"vehicles":[33,52],"urban":[35],"cities":[36],"has":[37],"grown":[38],"rapidly,":[39],"reaching":[40],"hundreds":[41],"thousands":[43],"number.":[45],"Accessing":[46],"mass":[48,104,149],"hard":[54],"takes":[56],"a":[57,91,193],"long":[58],"time":[59,109,183],"due":[60],"limited":[62],"computation":[63],"capability":[64],"backward":[66],"modes.":[67],"We":[68],"propose":[69],"spatio-temporal":[73,150],"based":[76],"on":[77],"Apache":[78,97,130],"Storm":[79,98,131],"(ESDAS)":[80],"achieve":[82,133],"real-time":[83],"cleaning.":[89,111],"As":[90],"popular":[92],"processing":[95],"tool,":[96],"can":[99,132],"be":[100],"applied":[101],"real":[108],"By":[112],"designing":[113],"Spout/bolt":[115],"workflow":[116],"topology":[118],"ESDAS":[120,185,211],"by":[122],"developing":[123],"speeding":[125,194],"bolt":[126,195],"other":[128],"bolts,":[129],"prospective":[135],"aim.":[136],"In":[137,153,176],"our":[138],"experiments,":[139,155],"Taiyuan":[140],"BeiDou":[141],"bus":[142],"location":[143],"selected":[146],"as":[147],"source.":[152],"results":[159],"with":[160],"different":[161],"bolts":[162],"are":[163,174],"shown":[164],"map":[166],"form,":[167],"filtered":[170],"buses'":[171],"aggregation":[172],"forms":[173],"different.":[175],"terms":[177],"performance":[179],"evaluation,":[180],"consumption":[182],"for":[186,192,202],"ten":[187],"thousand":[188],"records":[189],"per":[190],"second":[191],"approximately":[197,205,213],"300":[198],"milliseconds,":[199],"that":[201,218],"MongoDB":[203],"1300":[206],"milliseconds.":[207],"efficiency":[209],"three":[214],"times":[215],"higher":[216],"than":[217],"MongoDB.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
