{"id":"https://openalex.org/W2921295386","doi":"https://doi.org/10.1504/ijhpcn.2019.098571","title":"Distributed data-dependent locality sensitive hashing","display_name":"Distributed data-dependent locality sensitive hashing","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2921295386","doi":"https://doi.org/10.1504/ijhpcn.2019.098571","mag":"2921295386"},"language":"en","primary_location":{"id":"doi:10.1504/ijhpcn.2019.098571","doi":"https://doi.org/10.1504/ijhpcn.2019.098571","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijhpcn.2019.098571","pdf_url":null,"source":{"id":"https://openalex.org/S159903936","display_name":"International Journal of High Performance Computing and Networking","issn_l":"1740-0562","issn":["1740-0562","1740-0570"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-70"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of High Performance Computing and Networking","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5100446826","display_name":"Yanping Ma","orcid":"https://orcid.org/0000-0001-7755-8289","observed_orcids":["https://orcid.org/0000-0001-7755-8289"]},"institutions":[{"id":"https://openalex.org/I182707071","display_name":"Ludong University","ror":"https://ror.org/028h95t32","country_code":"CN","type":"education","lineage":["https://openalex.org/I182707071"]},{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanping Ma","raw_affiliation_strings":["School of Information and Electrical Engineering, Ludong University, Yantai, China","Department of Mathematics, Guangzhou University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Ludong University, Yantai, China","institution_ids":["https://openalex.org/I182707071"]},{"raw_affiliation_string":"Department of Mathematics, Guangzhou University, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160659527","display_name":"Qiming Liu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I182707071","display_name":"Ludong University","ror":"https://ror.org/028h95t32","country_code":"CN","type":"education","lineage":["https://openalex.org/I182707071"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiming Liu","raw_affiliation_strings":["School of Information and Electrical Engineering, Ludong University, Yantai, China","National Engineering Laboratory for Information Security Technologies, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Ludong University, Yantai, China","institution_ids":["https://openalex.org/I182707071"]},{"raw_affiliation_string":"National Engineering Laboratory for Information Security Technologies, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015025610","display_name":"Cuifeng Li","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I182707071","display_name":"Ludong University","ror":"https://ror.org/028h95t32","country_code":"CN","type":"education","lineage":["https://openalex.org/I182707071"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cuifeng Li","raw_affiliation_strings":["School of Information and Electrical Engineering, Ludong University, Yantai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Ludong University, Yantai, China","institution_ids":["https://openalex.org/I182707071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160625414","display_name":"Yi Tang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I182707071","display_name":"Ludong University","ror":"https://ror.org/028h95t32","country_code":"CN","type":"education","lineage":["https://openalex.org/I182707071"]},{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Tang","raw_affiliation_strings":["Department of Mathematics, Guangzhou University, China","School of Information and Electrical Engineering, Ludong University, Yantai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Guangzhou University, China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"School of Information and Electrical Engineering, Ludong University, Yantai, China","institution_ids":["https://openalex.org/I182707071"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5160597717","display_name":"Hongtao Xie","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I182707071","display_name":"Ludong University","ror":"https://ror.org/028h95t32","country_code":"CN","type":"education","lineage":["https://openalex.org/I182707071"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongtao Xie","raw_affiliation_strings":["National Engineering Laboratory for Information Security Technologies, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","School of Information and Electrical Engineering, Ludong University, Yantai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Information Security Technologies, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"raw_affiliation_string":"School of Information and Electrical Engineering, Ludong University, Yantai, China","institution_ids":["https://openalex.org/I182707071"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1928,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.48514754,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"13","issue":"3","first_page":"304","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11269","display_name":"Algorithms and Data Compression","score":0.0017999999690800905,"subfield":{"id":"https://openalex.org/subfields/2614","display_name":"Theoretical Computer Science"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.0010000000474974513,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/locality-sensitive-hashing","display_name":"locality-sensitive hashing","score":0.9869999885559082},{"id":"https://openalex.org/keywords/approximate-nearest-neighbor-search","display_name":"approximate nearest neighbor search","score":0.9409999847412109},{"id":"https://openalex.org/keywords/search-efficiency","display_name":"search efficiency","score":0.5540000200271606}],"concepts":[{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.9575436115264893},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.697066068649292},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.6572504043579102},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.6106661558151245},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.6040732264518738},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.502474308013916},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.4941721260547638},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4889296591281891},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.4448629319667816},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4362800419330597},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4121093451976776},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3637612462043762},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20981335639953613},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1504/ijhpcn.2019.098571","doi":"https://doi.org/10.1504/ijhpcn.2019.098571","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijhpcn.2019.098571","pdf_url":null,"source":{"id":"https://openalex.org/S159903936","display_name":"International Journal of High Performance Computing and Networking","issn_l":"1740-0562","issn":["1740-0562","1740-0570"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-70"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of High Performance Computing and Networking","raw_type":"journal-article"},{"id":"doi:10.1504/ijhpcn.2019.10019867","doi":"https://doi.org/10.1504/ijhpcn.2019.10019867","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijhpcn.2019.10019867","pdf_url":null,"source":{"id":"https://openalex.org/S159903936","display_name":"International Journal of High Performance Computing and Networking","issn_l":"1740-0562","issn":["1740-0562","1740-0570"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-70"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of High Performance Computing and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2098285121","https://openalex.org/W4319922948","https://openalex.org/W7163923572","https://openalex.org/W2053993223","https://openalex.org/W1968781463","https://openalex.org/W7099639098","https://openalex.org/W7097101653","https://openalex.org/W2275251191","https://openalex.org/W7098857932","https://openalex.org/W3029130276"],"abstract_inverted_index":{"Locality":[0],"sensitive":[1,46],"hashing":[2,47],"(LSH)":[3],"is":[4,25],"a":[5,42,52,61,96,101,125],"popular":[6],"algorithm":[7],"for":[8,92],"approximate":[9],"nearest":[10],"neighbour":[11],"(ANN)":[12],"search.":[13],"As":[14],"LSH":[15,90,115],"partitions":[16],"vector":[17],"space":[18],"uniformly":[19],"and":[20,33,66,108,124,156],"the":[21,56,68,72,75,85,113,132,137,157],"distribution":[22],"of":[23,63,140],"vectors":[24,76],"usually":[26],"non-uniform,":[27],"it":[28,105],"poorly":[29],"fits":[30],"real":[31],"datasets":[32,134],"has":[34,51],"limited":[35],"efficiency.":[36,164],"In":[37,55,84],"this":[38],"paper,":[39],"we":[40,59,88,98,118],"propose":[41],"novel":[43],"data-dependent":[44],"locality":[45],"(DP-LSH)":[48],"algorithm,":[49],"which":[50],"two-level":[53],"structure.":[54],"first":[57,99],"level,":[58,87],"train":[60],"number":[62],"cluster":[64,79],"centres,":[65],"use":[67],"centres":[69],"to":[70,149],"divide":[71],"dataset.":[73],"So":[74],"in":[77,112],"each":[78,93],"have":[80],"near":[81],"uniform":[82],"distribution.":[83],"second":[86],"construct":[89],"tables":[91],"cluster.":[94],"Given":[95],"query,":[97],"determine":[100],"few":[102],"clusters":[103],"that":[104,136],"belongs":[106],"to,":[107],"perform":[109],"ANN":[110],"search":[111,138,154,163],"corresponding":[114],"tables.":[116],"Furthermore,":[117],"present":[119],"an":[120],"optimised":[121],"distributed":[122,126,158],"scheme":[123],"DP-LSH":[127,141,159],"algorithm.":[128],"Experimental":[129],"results":[130],"on":[131],"reference":[133],"show":[135],"speed":[139],"can":[142,160],"be":[143],"increased":[144],"by":[145],"48":[146],"times":[147],"compared":[148],"E2LSH,":[150],"while":[151],"keeping":[152],"high":[153],"precision;":[155],"further":[161],"improve":[162]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2019-03-22T00:00:00"}