{"id":"https://openalex.org/W2187537787","doi":"https://doi.org/10.1109/tcsvt.2015.2477939","title":"CHCF: A Cloud-Based Heterogeneous Computing Framework for Large-Scale Image Retrieval","display_name":"CHCF: A Cloud-Based Heterogeneous Computing Framework for Large-Scale Image Retrieval","publication_year":2015,"publication_date":"2015-09-11","ids":{"openalex":"https://openalex.org/W2187537787","doi":"https://doi.org/10.1109/tcsvt.2015.2477939","mag":"2187537787"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2015.2477939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2015.2477939","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","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/A5058982350","display_name":"Hanli Wang","orcid":"https://orcid.org/0000-0002-9999-4871"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanli Wang","raw_affiliation_strings":["Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-9999-4871","affiliations":[{"raw_affiliation_string":"Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062706653","display_name":"Bo Xiao","orcid":"https://orcid.org/0000-0003-0798-8018"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Xiao","raw_affiliation_strings":["Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100435848","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0002-0961-0441"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082220437","display_name":"Fengkuangtian Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengkuangtian Zhu","raw_affiliation_strings":["Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047962986","display_name":"Yu\u2013Gang Jiang","orcid":"https://orcid.org/0000-0002-1907-8567"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu-Gang Jiang","raw_affiliation_strings":["School of Computer Science, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075806425","display_name":"Jun Wu","orcid":"https://orcid.org/0000-0001-7090-8653"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wu","raw_affiliation_strings":["Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Embedded System and Service Computing, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2857,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.8671156,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"25","issue":"12","first_page":"1900","last_page":"1913"},"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9965000152587891,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8931039571762085},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7777863144874573},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7518389225006104},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.55885910987854},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5240048170089722},{"id":"https://openalex.org/keywords/symmetric-multiprocessor-system","display_name":"Symmetric multiprocessor system","score":0.47001078724861145},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.42591044306755066},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4225393235683441},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.41307201981544495},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2870361804962158},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.23433154821395874},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.18407025933265686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1644490659236908},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11229211091995239}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8931039571762085},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7777863144874573},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7518389225006104},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.55885910987854},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5240048170089722},{"id":"https://openalex.org/C172430144","wikidata":"https://www.wikidata.org/wiki/Q17111997","display_name":"Symmetric multiprocessor system","level":2,"score":0.47001078724861145},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.42591044306755066},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4225393235683441},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.41307201981544495},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2870361804962158},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.23433154821395874},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.18407025933265686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1644490659236908},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11229211091995239},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2015.2477939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2015.2477939","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1863790535","display_name":"\u9762\u5411\u4e91\u8ba1\u7b97\u73af\u5883\u7684\u9ad8\u6548\u89c6\u9891\u7f16\u7801\u591a\u7c92\u5ea6\u4f18\u5316\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61472281","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5680321529","display_name":null,"funder_award_id":"0800219270","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7824007637","display_name":null,"funder_award_id":"GZ2015005","funder_id":"https://openalex.org/F4320336023","funder_display_name":"Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320336023","display_name":"Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W40010790","https://openalex.org/W1491719799","https://openalex.org/W1556531089","https://openalex.org/W1953691509","https://openalex.org/W1964858027","https://openalex.org/W1969168818","https://openalex.org/W1972378554","https://openalex.org/W1979931042","https://openalex.org/W1985570011","https://openalex.org/W1988521767","https://openalex.org/W1993309640","https://openalex.org/W1995410032","https://openalex.org/W1997654837","https://openalex.org/W2007925061","https://openalex.org/W2012592962","https://openalex.org/W2044284589","https://openalex.org/W2047686393","https://openalex.org/W2053921059","https://openalex.org/W2078234644","https://openalex.org/W2082508907","https://openalex.org/W2085261163","https://openalex.org/W2088866137","https://openalex.org/W2100398441","https://openalex.org/W2102458936","https://openalex.org/W2109426995","https://openalex.org/W2109918083","https://openalex.org/W2117228865","https://openalex.org/W2121893797","https://openalex.org/W2128017662","https://openalex.org/W2129817042","https://openalex.org/W2131846894","https://openalex.org/W2139887379","https://openalex.org/W2141051095","https://openalex.org/W2141362318","https://openalex.org/W2151103935","https://openalex.org/W2170634604","https://openalex.org/W2172188317","https://openalex.org/W2173213060","https://openalex.org/W3013976982","https://openalex.org/W3187688612","https://openalex.org/W6601599310","https://openalex.org/W6641037725","https://openalex.org/W6646687056","https://openalex.org/W6663765852","https://openalex.org/W6678379141"],"related_works":["https://openalex.org/W2384867379","https://openalex.org/W2329539859","https://openalex.org/W2227905990","https://openalex.org/W2765823764","https://openalex.org/W3214280620","https://openalex.org/W3191490922","https://openalex.org/W2794038527","https://openalex.org/W2151092287","https://openalex.org/W2523801036","https://openalex.org/W83548147"],"abstract_inverted_index":{"The":[0,107,149,169],"last":[1],"decade":[2],"has":[3],"witnessed":[4],"a":[5,29,53,65,111],"dramatic":[6],"growth":[7],"of":[8,20,67,76,86,113,132,155],"multimedia":[9,77,101,136],"content":[10],"and":[11,69,74,89,105,122,153,166,179],"applications,":[12,138],"which":[13],"in":[14],"turn":[15],"requires":[16],"an":[17],"increasing":[18],"demand":[19],"computational":[21],"resources.":[22],"Meanwhile,":[23],"the":[24,47,84,87,90,133,146],"high-performance":[25],"computing":[26,59,128,151,181],"world":[27],"undergoes":[28],"trend":[30],"toward":[31],"heterogeneity.":[32],"However,":[33],"it":[34],"is":[35,62,142],"never":[36],"easy":[37],"to":[38,99,125],"develop":[39,100],"domain-specific":[40],"applications":[41,79,103],"on":[42,80,145],"heterogeneous":[43,58,81],"systems":[44],"while":[45],"maximizing":[46],"system":[48],"efficiency.":[49],"In":[50],"this":[51],"paper,":[52],"novel":[54],"framework,":[55],"namely,":[56],"cloud-based":[57],"framework":[60,109],"(CHCF),":[61],"proposed":[63,108,147],"with":[64],"set":[66],"tools":[68],"techniques":[70],"for":[71,159,184],"compilation,":[72],"optimization,":[73],"execution":[75],"mining":[78,102,137],"systems.":[82],"With":[83],"aid":[85],"compiler":[88],"utility":[91],"library":[92],"provided":[93],"by":[94,163],"CHCF,":[95],"users":[96],"are":[97,157],"able":[98],"rapidly":[104],"efficiently.":[106],"employs":[110],"number":[112],"techniques,":[114],"including":[115],"adaptive":[116],"data":[117],"partitioning,":[118],"knowledge-based":[119],"hierarchical":[120],"scheduling,":[121],"performance":[123,182],"estimation,":[124],"achieve":[126,176],"high":[127],"performance.":[129],"As":[130],"one":[131],"most":[134],"important":[135],"large-scale":[139,160],"image":[140,161,185],"retrieval":[141,162],"investigated":[143],"based":[144],"CHCF.":[148],"scalability,":[150],"performance,":[152],"programmability":[154],"CHCF":[156,174],"studied":[158],"case":[164],"studies":[165],"experimental":[167,170],"evaluations.":[168],"results":[171],"demonstrate":[172],"that":[173],"can":[175],"good":[177],"scalability":[178],"significant":[180],"improvements":[183],"retrieval.":[186]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}