{"id":"https://openalex.org/W4285108565","doi":"https://doi.org/10.1109/tpds.2022.3177811","title":"Exploring Query Processing on CPU-GPU Integrated Edge Device","display_name":"Exploring Query Processing on CPU-GPU Integrated Edge Device","publication_year":2022,"publication_date":"2022-05-26","ids":{"openalex":"https://openalex.org/W4285108565","doi":"https://doi.org/10.1109/tpds.2022.3177811"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2022.3177811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2022.3177811","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Parallel and Distributed Systems","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/A5047469209","display_name":"Jiesong Liu","orcid":"https://orcid.org/0000-0002-8311-020X"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiesong Liu","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), School of Information, Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8311-020X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091139467","display_name":"Feng Zhang","orcid":"https://orcid.org/0000-0003-1983-7321"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhang","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), School of Information, Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1983-7321","affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027609719","display_name":"Hourun Li","orcid":"https://orcid.org/0009-0006-3774-921X"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hourun Li","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), School of Information, Renmin University of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102017606","display_name":"Dalin Wang","orcid":"https://orcid.org/0009-0009-2793-4333"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dalin Wang","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), School of Information, Renmin University of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089874969","display_name":"Weitao Wan","orcid":"https://orcid.org/0009-0009-8124-7059"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weitao Wan","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), School of Information, Renmin University of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028679339","display_name":"Xiaokun Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaokun Fang","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), School of Information, Renmin University of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071200777","display_name":"Jidong Zhai","orcid":"https://orcid.org/0000-0002-7656-6428"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jidong Zhai","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7656-6428","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008721449","display_name":"Xiaoyong Du","orcid":"https://orcid.org/0000-0002-5757-9135"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyong Du","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), School of Information, Renmin University of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5047469209"],"corresponding_institution_ids":["https://openalex.org/I78988378"],"apc_list":null,"apc_paid":null,"fwci":1.8289,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.86447388,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"33","issue":"12","first_page":"4057","last_page":"4070"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","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/T12292","display_name":"Graph Theory and Algorithms","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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9990000128746033,"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/T11106","display_name":"Data Management and Algorithms","score":0.9958999752998352,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8734548687934875},{"id":"https://openalex.org/keywords/coprocessor","display_name":"Coprocessor","score":0.6326051354408264},{"id":"https://openalex.org/keywords/central-processing-unit","display_name":"Central processing unit","score":0.594577431678772},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5751898288726807},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5103334784507751},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.45209839940071106},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4142572581768036},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.37564384937286377},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.33030855655670166},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.22442907094955444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07507264614105225}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8734548687934875},{"id":"https://openalex.org/C86111242","wikidata":"https://www.wikidata.org/wiki/Q859595","display_name":"Coprocessor","level":2,"score":0.6326051354408264},{"id":"https://openalex.org/C49154492","wikidata":"https://www.wikidata.org/wiki/Q5300","display_name":"Central processing unit","level":2,"score":0.594577431678772},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5751898288726807},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5103334784507751},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.45209839940071106},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4142572581768036},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.37564384937286377},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.33030855655670166},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22442907094955444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07507264614105225},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2022.3177811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2022.3177811","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2029957150","display_name":null,"funder_award_id":"61732014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3439014634","display_name":null,"funder_award_id":"4202031","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G5480676819","display_name":null,"funder_award_id":"62072459","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7585032202","display_name":null,"funder_award_id":"62172419","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7619151073","display_name":null,"funder_award_id":"U20A20226","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1943303052","https://openalex.org/W1972903562","https://openalex.org/W1998545184","https://openalex.org/W2036850008","https://openalex.org/W2039467384","https://openalex.org/W2059226577","https://openalex.org/W2066860750","https://openalex.org/W2104242181","https://openalex.org/W2112828875","https://openalex.org/W2126378271","https://openalex.org/W2137269004","https://openalex.org/W2165113127","https://openalex.org/W2167826244","https://openalex.org/W2244876453","https://openalex.org/W2276395270","https://openalex.org/W2282396894","https://openalex.org/W2342922783","https://openalex.org/W2351279544","https://openalex.org/W2461316586","https://openalex.org/W2475932436","https://openalex.org/W2493061014","https://openalex.org/W2616033262","https://openalex.org/W2744971998","https://openalex.org/W2748515767","https://openalex.org/W2762397184","https://openalex.org/W2783888131","https://openalex.org/W2786171709","https://openalex.org/W2793009908","https://openalex.org/W2887020706","https://openalex.org/W2888958910","https://openalex.org/W2901138015","https://openalex.org/W2907882680","https://openalex.org/W2951914530","https://openalex.org/W2972347634","https://openalex.org/W2975230062","https://openalex.org/W3006945411","https://openalex.org/W3008644303","https://openalex.org/W3014193728","https://openalex.org/W3043428597","https://openalex.org/W3083685379","https://openalex.org/W3087592560","https://openalex.org/W3104493122","https://openalex.org/W3116059414","https://openalex.org/W3132454468","https://openalex.org/W3139769037","https://openalex.org/W3147010956","https://openalex.org/W3168427063","https://openalex.org/W3174197853","https://openalex.org/W3175618977","https://openalex.org/W3175777295","https://openalex.org/W3175934302","https://openalex.org/W3181469834","https://openalex.org/W3205226039","https://openalex.org/W3205413717","https://openalex.org/W3205994751","https://openalex.org/W4210256231","https://openalex.org/W4221106024","https://openalex.org/W4248767818","https://openalex.org/W4253901332","https://openalex.org/W4281764441","https://openalex.org/W6675773499","https://openalex.org/W6705331335","https://openalex.org/W6780969450","https://openalex.org/W6792985385","https://openalex.org/W6797677657","https://openalex.org/W6798850816"],"related_works":["https://openalex.org/W2503163466","https://openalex.org/W4322761281","https://openalex.org/W2271965480","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435"],"abstract_inverted_index":{"Huge":[0],"amounts":[1],"of":[2,26,75,80,121,125,163],"data":[3,15,201],"have":[4,44],"been":[5],"generated":[6],"on":[7,83,111,145,157,202],"edge":[8,28,34,53,66,87,114,126,174,188],"devices":[9,88,127],"every":[10],"day,":[11],"which":[12,55,105],"requires":[13],"efficient":[14,108],"analytics":[16],"and":[17,128,139,152,180,193],"management.":[18],"However,":[19],"due":[20],"to":[21,160],"the":[22,33,52,63,78,137,140,161,173,187,200],"limited":[23],"computing":[24,60],"capacity":[25],"these":[27],"devices,":[29],"query":[30,81,100,109,129,170],"processing":[31,82,101,110,171,199],"at":[32,172,186],"faces":[35],"tremendous":[36],"pressure.":[37],"Fortunately,":[38],"in":[39,72],"recent":[40],"years,":[41],"hardware":[42],"vendors":[43],"integrated":[45,65,86,113],"heterogeneous":[46],"coprocessors,":[47],"such":[48,84],"as":[49],"GPUs,":[50],"into":[51],"device,":[54],"can":[56,106,118,175],"provide":[57],"much":[58],"more":[59],"power.":[61],"Furthermore,":[62,169],"CPU-GPU":[64,85,112],"device":[67],"has":[68],"shown":[69],"significant":[70,177],"benefits":[71,179],"a":[73,98,203],"variety":[74],"situations.":[76],"Therefore,":[77],"exploration":[79],"becomes":[89],"an":[90],"urgent":[91],"need.":[92],"In":[93],"this":[94],"article,":[95],"we":[96],"develop":[97],"fine-grained":[99,133],"engine,":[102],"called":[103],"FineQuery,":[104],"perform":[107],"devices.":[115],"Particularly,":[116],"FineQuery":[117,148,185],"take":[119],"advantage":[120],"both":[122],"architectural":[123],"features":[124],"characteristics":[130],"by":[131],"performing":[132],"workload":[134],"scheduling":[135],"between":[136],"CPU":[138],"GPU.":[141],"Experiments":[142],"show":[143],"that":[144],"TPC-H":[146],"workloads,":[147],"reduces":[149],"42.81%":[150],"latency":[151],"improves":[153],"2.39\u00d7":[154],"bandwidth":[155],"utilization":[156],"average":[158],"compared":[159,197],"implementation":[162],"using":[164],"only":[165],"GPU":[166,205],"or":[167],"CPU.":[168],"bring":[176],"performance-per-cost":[178,191],"energy":[181,195],"efficiency.":[182],"On":[183],"average,":[184],"brings":[189],"21\u00d7":[190],"ratio":[192],"4\u00d7":[194],"efficiency":[196],"with":[198],"discrete":[204],"platform.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}