{"id":"https://openalex.org/W4395020674","doi":"https://doi.org/10.1145/3620665.3640360","title":"JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping","display_name":"JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping","publication_year":2024,"publication_date":"2024-04-22","ids":{"openalex":"https://openalex.org/W4395020674","doi":"https://doi.org/10.1145/3620665.3640360"},"language":"en","primary_location":{"id":"doi:10.1145/3620665.3640360","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3620665.3640360","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2","raw_type":"proceedings-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/A5100623100","display_name":"Zihan Liu","orcid":"https://orcid.org/0000-0002-0874-0682"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210122302","display_name":"ShangHai JiAi Genetics & IVF Institute","ror":"https://ror.org/02rgbry52","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210122302"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zihan Liu","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China","Shanghai Qi Zhi Institute, Shanghai, China","Shanghai Jiao Tong University, Shanghai, China Shanghai Qi Zhi Institute, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-0874-0682","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Qi Zhi Institute, Shanghai, China","institution_ids":["https://openalex.org/I4210122302"]},{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China Shanghai Qi Zhi Institute, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wentao Ni","orcid":"https://orcid.org/0009-0009-0169-0692"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wentao Ni","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0009-0169-0692","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003939279","display_name":"Jingwen Leng","orcid":"https://orcid.org/0000-0002-5660-5493"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210122302","display_name":"ShangHai JiAi Genetics & IVF Institute","ror":"https://ror.org/02rgbry52","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210122302"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingwen Leng","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China","Shanghai Qi Zhi Institute, Shanghai, China","Shanghai Jiao Tong University, Shanghai, China Shanghai Qi Zhi Institute, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-5660-5493","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Qi Zhi Institute, Shanghai, China","institution_ids":["https://openalex.org/I4210122302"]},{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China Shanghai Qi Zhi Institute, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101540583","display_name":"Yu Feng","orcid":"https://orcid.org/0000-0002-2192-5737"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu Feng","raw_affiliation_strings":["University of Rochester, Rochester, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-2192-5737","affiliations":[{"raw_affiliation_string":"University of Rochester, Rochester, United States of America","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101706991","display_name":"Cong Guo","orcid":"https://orcid.org/0000-0002-4479-5525"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210122302","display_name":"ShangHai JiAi Genetics & IVF Institute","ror":"https://ror.org/02rgbry52","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210122302"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Guo","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China","Shanghai Qi Zhi Institute, Shanghai, China","Shanghai Jiao Tong University, Shanghai, China Shanghai Qi Zhi Institute, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-4479-5525","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Qi Zhi Institute, Shanghai, China","institution_ids":["https://openalex.org/I4210122302"]},{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China Shanghai Qi Zhi Institute, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377840","display_name":"Quan Chen","orcid":"https://orcid.org/0000-0001-5832-0347"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Chen","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-5832-0347","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100323095","display_name":"Chao Li","orcid":"https://orcid.org/0000-0001-6218-4659"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210122302","display_name":"ShangHai JiAi Genetics & IVF Institute","ror":"https://ror.org/02rgbry52","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210122302"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Li","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China","Shanghai Qi Zhi Institute, Shanghai, China","Shanghai Jiao Tong University, Shanghai, China Shanghai Qi Zhi Institute, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-6218-4659","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Qi Zhi Institute, Shanghai, China","institution_ids":["https://openalex.org/I4210122302"]},{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China Shanghai Qi Zhi Institute, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039318240","display_name":"Minyi Guo","orcid":"https://orcid.org/0000-0003-0034-2302"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210122302","display_name":"ShangHai JiAi Genetics & IVF Institute","ror":"https://ror.org/02rgbry52","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210122302"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minyi Guo","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China","Shanghai Qi Zhi Institute, Shanghai, China","Shanghai Jiao Tong University, Shanghai, China Shanghai Qi Zhi Institute, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-0034-2302","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Qi Zhi Institute, Shanghai, China","institution_ids":["https://openalex.org/I4210122302"]},{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China Shanghai Qi Zhi Institute, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023684582","display_name":"Yuhao Zhu","orcid":"https://orcid.org/0000-0002-2802-0578"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuhao Zhu","raw_affiliation_strings":["University of Rochester, Rochester, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-2802-0578","affiliations":[{"raw_affiliation_string":"University of Rochester, Rochester, United States of America","institution_ids":["https://openalex.org/I5388228"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100623100"],"corresponding_institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210122302"],"apc_list":null,"apc_paid":null,"fwci":3.8092,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.94445801,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"549","last_page":"565"},"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":1.0,"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":1.0,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9961000084877014,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9952999949455261,"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/computer-science","display_name":"Computer science","score":0.7977675199508667},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.6445998549461365},{"id":"https://openalex.org/keywords/nearest-neighbor-search","display_name":"Nearest neighbor search","score":0.545936107635498},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.5190468430519104},{"id":"https://openalex.org/keywords/locality-sensitive-hashing","display_name":"Locality-sensitive hashing","score":0.5110384225845337},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.5003457069396973},{"id":"https://openalex.org/keywords/search-algorithm","display_name":"Search algorithm","score":0.4791226387023926},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46974021196365356},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.4523712694644928},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.4505428075790405},{"id":"https://openalex.org/keywords/vector-quantization","display_name":"Vector quantization","score":0.42847394943237305},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.36083805561065674},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3605022728443146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22051355242729187}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7977675199508667},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.6445998549461365},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.545936107635498},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.5190468430519104},{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.5110384225845337},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.5003457069396973},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.4791226387023926},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46974021196365356},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.4523712694644928},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.4505428075790405},{"id":"https://openalex.org/C199833920","wikidata":"https://www.wikidata.org/wiki/Q612536","display_name":"Vector quantization","level":2,"score":0.42847394943237305},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.36083805561065674},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3605022728443146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22051355242729187},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.0},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3620665.3640360","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3620665.3640360","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W17346433","https://openalex.org/W1650711021","https://openalex.org/W1971238646","https://openalex.org/W1974627246","https://openalex.org/W1977182282","https://openalex.org/W1978112828","https://openalex.org/W2077815765","https://openalex.org/W2086504823","https://openalex.org/W2090836891","https://openalex.org/W2096077837","https://openalex.org/W2110026675","https://openalex.org/W2124509324","https://openalex.org/W2132234208","https://openalex.org/W2134414115","https://openalex.org/W2142431032","https://openalex.org/W2162006472","https://openalex.org/W2169054943","https://openalex.org/W2318810549","https://openalex.org/W2468923260","https://openalex.org/W2539190955","https://openalex.org/W2560609797","https://openalex.org/W2747329762","https://openalex.org/W2766428274","https://openalex.org/W2799244653","https://openalex.org/W2805003733","https://openalex.org/W2913821232","https://openalex.org/W2947737663","https://openalex.org/W2963231572","https://openalex.org/W2963284996","https://openalex.org/W2963469388","https://openalex.org/W2979602826","https://openalex.org/W2981852735","https://openalex.org/W2982512683","https://openalex.org/W2992678377","https://openalex.org/W2998702515","https://openalex.org/W3024786184","https://openalex.org/W3029693508","https://openalex.org/W3081515890","https://openalex.org/W3092319711","https://openalex.org/W3093945404","https://openalex.org/W3129093240","https://openalex.org/W3177525997","https://openalex.org/W3188839466","https://openalex.org/W3196481040","https://openalex.org/W4200268060","https://openalex.org/W4214512541","https://openalex.org/W4220665239","https://openalex.org/W4225744354","https://openalex.org/W4234821032","https://openalex.org/W4247878797","https://openalex.org/W4280568654","https://openalex.org/W4280633999","https://openalex.org/W4283577810","https://openalex.org/W4287363917","https://openalex.org/W4288089799","https://openalex.org/W4306317682","https://openalex.org/W4308083739","https://openalex.org/W4313484599","https://openalex.org/W4322718191","https://openalex.org/W4327991860","https://openalex.org/W4360831829","https://openalex.org/W4366341968","https://openalex.org/W4368304377","https://openalex.org/W4385848863","https://openalex.org/W6670060401","https://openalex.org/W6678775411","https://openalex.org/W6739901393","https://openalex.org/W6762660502","https://openalex.org/W6771626834","https://openalex.org/W6929604782"],"related_works":["https://openalex.org/W3094967175","https://openalex.org/W2045263322","https://openalex.org/W2393322642","https://openalex.org/W2145863369","https://openalex.org/W3096071782","https://openalex.org/W50423144","https://openalex.org/W2166822184","https://openalex.org/W2142040641","https://openalex.org/W2187860343","https://openalex.org/W2037046020"],"abstract_inverted_index":{"Approximate":[0],"nearest":[1],"neighbor":[2],"(ANN)":[3],"search":[4,28,46,73,83,111,123,129],"is":[5],"a":[6,49,77,137],"widely":[7],"applied":[8],"technique":[9],"in":[10,54,97,128],"modern":[11,98],"intelligent":[12],"applications,":[13],"such":[14],"as":[15],"recommendation":[16],"systems":[17],"and":[18,23,47,62,81],"vector":[19],"databases.":[20],"Therefore,":[21],"efficient":[22,89],"high-throughput":[24],"execution":[25,102],"of":[26,44,52,57,147],"ANN":[27,45,72,110],"has":[29],"become":[30],"increasingly":[31],"important.":[32],"In":[33],"this":[34],"paper,":[35],"we":[36,67],"first":[37],"characterize":[38],"the":[39,55,142,145,148],"state-of-the-art":[40],"product":[41],"quantization-based":[42],"method":[43],"identify":[48],"significant":[50],"source":[51],"inefficiency":[53],"form":[56],"unnecessary":[58],"pairwise":[59],"distance":[60],"calculations":[61],"accumulations.":[63],"To":[64],"improve":[65],"efficiency,":[66],"propose":[68],"Juno,":[69],"an":[70,88],"end-to-end":[71],"system":[74],"that":[75,92],"adopts":[76],"carefully":[78],"designed":[79],"sparsity-":[80],"locality-aware":[82],"algorithm.":[84,112],"We":[85],"also":[86],"present":[87],"hardware":[90,143],"mapping":[91],"utilizes":[93],"ray":[94],"tracing":[95],"cores":[96,105],"GPUs":[99],"with":[100],"pipelined":[101],"on":[103,115,141],"tensor":[104],"to":[106,120],"execute":[107],"our":[108,132],"sparsity-aware":[109],"Our":[113],"evaluations":[114],"four":[116],"datasets":[117],"from":[118],"1":[119],"100":[121],"million":[122],"points":[124],"demonstrate":[125],"2.2\u00d7-8.5\u00d7":[126],"improvements":[127],"throughput.":[130],"Moreover,":[131],"algorithmic":[133],"enhancements":[134],"alone":[135],"achieve":[136],"maximal":[138],"2.6\u00d7":[139],"improvement":[140],"without":[144],"acceleration":[146],"RT":[149],"core.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}