{"id":"https://openalex.org/W4214707742","doi":"https://doi.org/10.1145/3503222.3507708","title":"ValueExpert: exploring value patterns in GPU-accelerated applications","display_name":"ValueExpert: exploring value patterns in GPU-accelerated applications","publication_year":2022,"publication_date":"2022-02-22","ids":{"openalex":"https://openalex.org/W4214707742","doi":"https://doi.org/10.1145/3503222.3507708"},"language":"en","primary_location":{"id":"doi:10.1145/3503222.3507708","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3503222.3507708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems","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/A5063326523","display_name":"Keren Zhou","orcid":"https://orcid.org/0000-0002-7977-3182"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keren Zhou","raw_affiliation_strings":["Rice University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015357791","display_name":"Yueming Hao","orcid":"https://orcid.org/0000-0002-4792-6244"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yueming Hao","raw_affiliation_strings":["North Carolina State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089709469","display_name":"John Mellor\u2010Crummey","orcid":"https://orcid.org/0000-0002-9026-5453"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Mellor-Crummey","raw_affiliation_strings":["Rice University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027198310","display_name":"Xiaozhu Meng","orcid":"https://orcid.org/0000-0003-3716-9072"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaozhu Meng","raw_affiliation_strings":["Rice University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100331713","display_name":"Xu Liu","orcid":"https://orcid.org/0000-0002-8984-5485"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xu Liu","raw_affiliation_strings":["North Carolina State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University, USA","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7109,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.94298375,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"171","last_page":"185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9970999956130981,"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":0.8398754596710205},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.6562157869338989},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.6427366733551025},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.5239753127098083},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4674663841724396},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.43039610981941223},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.41052156686782837},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3786908686161041},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15202561020851135},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.11070656776428223},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10041514039039612},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09312143921852112}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8398754596710205},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.6562157869338989},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.6427366733551025},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.5239753127098083},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4674663841724396},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.43039610981941223},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.41052156686782837},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3786908686161041},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15202561020851135},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.11070656776428223},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10041514039039612},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09312143921852112},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3503222.3507708","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3503222.3507708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1193633358","display_name":null,"funder_award_id":"17\u2010SC\u201020\u2010SC","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2303784598","display_name":"Collaborative Research: CNS Core: SMALL: DrGPU: Optimizing GPU Programs via Novel Profiling Techniques","funder_award_id":"2125813","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320338287","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1902930330","https://openalex.org/W1979527452","https://openalex.org/W1990090459","https://openalex.org/W2019313821","https://openalex.org/W2039240409","https://openalex.org/W2080592089","https://openalex.org/W2098290747","https://openalex.org/W2106562406","https://openalex.org/W2111901915","https://openalex.org/W2138761132","https://openalex.org/W2152175008","https://openalex.org/W2194775991","https://openalex.org/W2295178416","https://openalex.org/W2790216947","https://openalex.org/W2849360682","https://openalex.org/W2944412207","https://openalex.org/W2961904511","https://openalex.org/W2963274022","https://openalex.org/W2979340153","https://openalex.org/W2983717258","https://openalex.org/W2996807164","https://openalex.org/W2998542920","https://openalex.org/W3004111065","https://openalex.org/W3006098749","https://openalex.org/W3028670792","https://openalex.org/W3040626038","https://openalex.org/W3046751266","https://openalex.org/W3094239748","https://openalex.org/W3102510044","https://openalex.org/W3132094421","https://openalex.org/W3133730715","https://openalex.org/W3136358373","https://openalex.org/W4246166885","https://openalex.org/W4248014960"],"related_works":["https://openalex.org/W1963859303","https://openalex.org/W2364044215","https://openalex.org/W2389600408","https://openalex.org/W240129890","https://openalex.org/W3048701459","https://openalex.org/W2149078538","https://openalex.org/W2080146221","https://openalex.org/W2370314112","https://openalex.org/W1912958759","https://openalex.org/W2792081825"],"abstract_inverted_index":{"General-purpose":[0],"GPUs":[1],"have":[2],"become":[3],"common":[4],"in":[5,12,26,42,46,71,89],"modern":[6],"computing":[7],"systems":[8],"to":[9,85],"accelerate":[10],"applications":[11],"many":[13,72],"domains,":[14],"including":[15],"machine":[16],"learning,":[17],"high-performance":[18],"computing,":[19],"and":[20,57],"autonomous":[21],"driving.":[22],"However,":[23],"inefficiencies":[24,45,88],"abound":[25],"GPU-accelerated":[27],"applications,":[28],"which":[29,69],"prevent":[30],"them":[31],"from":[32],"obtaining":[33],"bare-metal":[34],"performance.":[35],"Performance":[36],"tools":[37,53],"play":[38],"an":[39],"important":[40,65],"role":[41],"understanding":[43],"performance":[44,52,60,66],"complex":[47],"code":[48,56,74],"bases.":[49,75],"Many":[50],"GPU":[51,73,90],"pinpoint":[54,86],"time-consuming":[55],"provide":[58],"high-level":[59],"insights":[61],"but":[62],"overlook":[63],"one":[64],"issue---value-related":[67],"inefficiencies,":[68],"exist":[70],"In":[76],"this":[77],"paper,":[78],"we":[79],"present":[80],"ValueExpert,":[81],"a":[82],"novel":[83],"tool":[84],"value-related":[87],"applications.":[91]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}