{"id":"https://openalex.org/W2040213390","doi":"https://doi.org/10.1109/cbmi.2013.6576584","title":"Scalable high-dimensional indexing with Hadoop","display_name":"Scalable high-dimensional indexing with Hadoop","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2040213390","doi":"https://doi.org/10.1109/cbmi.2013.6576584","mag":"2040213390"},"language":"en","primary_location":{"id":"doi:10.1109/cbmi.2013.6576584","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi.2013.6576584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 11th International Workshop on Content-Based Multimedia Indexing (CBMI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5103329268","display_name":"Denis Shestakov","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Denis Shestakov","raw_affiliation_strings":["Inria Centre de Recherche Rennes Bretagne Atlantique, Rennes, Bretagne, FR","[INRIA Rennes, Rennes, France]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria Centre de Recherche Rennes Bretagne Atlantique, Rennes, Bretagne, FR","institution_ids":["https://openalex.org/I4210133778"]},{"raw_affiliation_string":"[INRIA Rennes, Rennes, France]","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064457907","display_name":"Diana Moise","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Diana Moise","raw_affiliation_strings":["INRIA, Rennes, France","[INRIA Rennes, Rennes, France]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA, Rennes, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]},{"raw_affiliation_string":"[INRIA Rennes, Rennes, France]","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003862739","display_name":"Gylfi \u00de\u00f3r Gu\u00f0mundsson","orcid":"https://orcid.org/0000-0003-0846-6617"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gylfi Gudmundsson","raw_affiliation_strings":["INRIA, Rennes, France","[INRIA Rennes, Rennes, France]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA, Rennes, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]},{"raw_affiliation_string":"[INRIA Rennes, Rennes, France]","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112422144","display_name":"Laurent Amsaleg","orcid":null},"institutions":[{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Amsaleg","raw_affiliation_strings":["IRISA, Centre National de la Recherche Scientifique, France","IRISA, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRISA, Centre National de la Recherche Scientifique, France","institution_ids":["https://openalex.org/I2802519937"]},{"raw_affiliation_string":"IRISA, Rennes, France","institution_ids":["https://openalex.org/I2802519937"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0394,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.79777778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"41","issue":null,"first_page":"207","last_page":"212"},"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":0.9998000264167786,"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":0.9998000264167786,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9980999827384949,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.8679015636444092},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.846706748008728},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.8229364156723022},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7500810623168945},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.573762834072113},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5194865465164185},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.5142919421195984},{"id":"https://openalex.org/keywords/maturity","display_name":"Maturity (psychological)","score":0.42114585638046265},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.41285771131515503},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.38450807332992554},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.36249369382858276},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.35310354828834534},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3420860767364502},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23793664574623108},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1011371910572052}],"concepts":[{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.8679015636444092},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.846706748008728},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8229364156723022},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7500810623168945},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.573762834072113},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5194865465164185},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.5142919421195984},{"id":"https://openalex.org/C101433766","wikidata":"https://www.wikidata.org/wiki/Q3543263","display_name":"Maturity (psychological)","level":2,"score":0.42114585638046265},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.41285771131515503},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38450807332992554},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36249369382858276},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.35310354828834534},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3420860767364502},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23793664574623108},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1011371910572052},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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:10.1109/cbmi.2013.6576584","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi.2013.6576584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 11th International Workshop on Content-Based Multimedia Indexing (CBMI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1502916507","https://openalex.org/W1556531089","https://openalex.org/W1627400044","https://openalex.org/W1985570011","https://openalex.org/W2096544401","https://openalex.org/W2100830825","https://openalex.org/W2111364199","https://openalex.org/W2119738171","https://openalex.org/W2124509324","https://openalex.org/W2128017662","https://openalex.org/W2173213060","https://openalex.org/W4239429564","https://openalex.org/W6629956336","https://openalex.org/W6636759986"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W3024364549","https://openalex.org/W2910064364","https://openalex.org/W4200136508"],"abstract_inverted_index":{"While":[0],"high-dimensional":[1,77],"search-by-similarity":[2],"techniques":[3],"reached":[4],"their":[5],"maturity":[6],"and":[7,41,87,94,112],"in":[8],"overall":[9],"provide":[10],"good":[11],"performance,":[12],"most":[13],"of":[14],"them":[15],"are":[16],"unable":[17],"to":[18,31,61,64,67,114],"cope":[19,115],"with":[20,116],"very":[21],"large":[22],"multimedia":[23,35,118],"collections.":[24,119],"The":[25],"`big":[26],"data'":[27],"challenge":[28],"however":[29],"has":[30,57],"be":[32,81],"addressed":[33],"as":[34],"collections":[36],"have":[37],"been":[38],"explosively":[39],"growing":[40],"will":[42],"grow":[43],"even":[44],"faster":[45],"than":[46],"ever":[47],"within":[48],"the":[49],"next":[50],"few":[51],"years.":[52],"Luckily,":[53],"computational":[54],"processing":[55],"power":[56],"become":[58],"more":[59],"available":[60],"researchers":[62,111],"due":[63],"easier":[65],"access":[66],"distributed":[68],"grid":[69,85],"infrastructures.":[70],"In":[71],"this":[72],"paper,":[73],"we":[74],"show":[75],"how":[76],"indexing":[78,93],"methods":[79],"can":[80],"used":[82],"on":[83],"scientific":[84],"environments":[86],"present":[88],"a":[89,102],"scalable":[90],"workflow":[91],"for":[92],"searching":[95],"over":[96],"30":[97],"billion":[98],"SIFT":[99],"descriptors":[100],"using":[101],"cluster":[103],"running":[104],"Hadoop.":[105],"Our":[106],"findings":[107],"could":[108],"help":[109],"other":[110],"practitioners":[113],"huge":[117]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}