{"id":"https://openalex.org/W2906719363","doi":"https://doi.org/10.1145/3286475.3286482","title":"Data Placement Optimization in GPU Memory Hierarchy using Predictive Modeling","display_name":"Data Placement Optimization in GPU Memory Hierarchy using Predictive Modeling","publication_year":2018,"publication_date":"2018-11-11","ids":{"openalex":"https://openalex.org/W2906719363","doi":"https://doi.org/10.1145/3286475.3286482","mag":"2906719363"},"language":"en","primary_location":{"id":"doi:10.1145/3286475.3286482","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3286475.3286482","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Workshop on Memory Centric High Performance Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/1489447","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025215862","display_name":"Larisa Stoltzfus","orcid":null},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Larisa Stoltzfus","raw_affiliation_strings":["University of Edinburgh, Edinburgh, UK"],"affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014448094","display_name":"Murali Emani","orcid":"https://orcid.org/0000-0002-6279-0007"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Murali Emani","raw_affiliation_strings":["Lawrence Livermore National Laboratory, Livermore, CA"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Livermore, CA","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035121838","display_name":"Pei\u2010Hung Lin","orcid":"https://orcid.org/0000-0003-4977-814X"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pei-Hung Lin","raw_affiliation_strings":["Lawrence Livermore National Laboratory, Livermore, CA"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Livermore, CA","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034222191","display_name":"Chunhua Liao","orcid":"https://orcid.org/0000-0001-6477-0547"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chunhua Liao","raw_affiliation_strings":["Lawrence Livermore National Laboratory, Livermore, CA"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Livermore, CA","institution_ids":["https://openalex.org/I1282311441"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025215862"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":null,"apc_paid":null,"fwci":0.7883,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.72709439,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"45","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":1.0,"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":1.0,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9998000264167786,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9972000122070312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.858788013458252},{"id":"https://openalex.org/keywords/memory-hierarchy","display_name":"Memory hierarchy","score":0.7364798188209534},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.7164852619171143},{"id":"https://openalex.org/keywords/uniform-memory-access","display_name":"Uniform memory access","score":0.5388301610946655},{"id":"https://openalex.org/keywords/memory-architecture","display_name":"Memory architecture","score":0.5029165148735046},{"id":"https://openalex.org/keywords/memory-map","display_name":"Memory map","score":0.5025906562805176},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5021133422851562},{"id":"https://openalex.org/keywords/interleaved-memory","display_name":"Interleaved memory","score":0.4995729923248291},{"id":"https://openalex.org/keywords/memory-management","display_name":"Memory management","score":0.4962978959083557},{"id":"https://openalex.org/keywords/shared-memory","display_name":"Shared memory","score":0.4825650751590729},{"id":"https://openalex.org/keywords/overlay","display_name":"Overlay","score":0.3865737020969391},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15825361013412476},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.14046424627304077}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.858788013458252},{"id":"https://openalex.org/C2778100165","wikidata":"https://www.wikidata.org/wiki/Q1589327","display_name":"Memory hierarchy","level":3,"score":0.7364798188209534},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.7164852619171143},{"id":"https://openalex.org/C51290061","wikidata":"https://www.wikidata.org/wiki/Q1936765","display_name":"Uniform memory access","level":4,"score":0.5388301610946655},{"id":"https://openalex.org/C2779602883","wikidata":"https://www.wikidata.org/wiki/Q15544750","display_name":"Memory architecture","level":2,"score":0.5029165148735046},{"id":"https://openalex.org/C74426580","wikidata":"https://www.wikidata.org/wiki/Q719484","display_name":"Memory map","level":3,"score":0.5025906562805176},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5021133422851562},{"id":"https://openalex.org/C63511323","wikidata":"https://www.wikidata.org/wiki/Q908936","display_name":"Interleaved memory","level":4,"score":0.4995729923248291},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.4962978959083557},{"id":"https://openalex.org/C133875982","wikidata":"https://www.wikidata.org/wiki/Q764810","display_name":"Shared memory","level":2,"score":0.4825650751590729},{"id":"https://openalex.org/C136085584","wikidata":"https://www.wikidata.org/wiki/Q910289","display_name":"Overlay","level":2,"score":0.3865737020969391},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15825361013412476},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.14046424627304077}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3286475.3286482","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3286475.3286482","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Workshop on Memory Centric High Performance Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1489447","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1489447","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1489447","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1489447","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2091553595","https://openalex.org/W2147193503","https://openalex.org/W2163687928","https://openalex.org/W2510640601","https://openalex.org/W2756531049","https://openalex.org/W2796649226"],"related_works":["https://openalex.org/W2606565524","https://openalex.org/W1975444747","https://openalex.org/W2096506606","https://openalex.org/W2564569739","https://openalex.org/W2143690511","https://openalex.org/W2145484885","https://openalex.org/W1959889508","https://openalex.org/W1970751325","https://openalex.org/W2168550483","https://openalex.org/W2049272650"],"abstract_inverted_index":{"Modern":[0],"supercomputers":[1],"often":[2],"use":[3],"Graphic":[4],"Processing":[5],"Units":[6],"(or":[7],"GPUs)":[8],"to":[9],"meet":[10],"the":[11,55,58,63],"ever-growing":[12],"demands":[13],"for":[14],"high":[15],"performance":[16,56],"computing.":[17],"GPUs":[18],"typically":[19],"have":[20],"a":[21,51],"complex":[22],"memory":[23],"architecture":[24],"with":[25],"various":[26],"types":[27],"of":[28,45,57],"memories":[29,49],"and":[30,40,61],"caches,":[31],"such":[32],"as":[33],"global":[34],"memory,":[35,37,39],"shared":[36],"constant":[38],"texture":[41],"memory.":[42],"The":[43],"placement":[44,65],"data":[46],"on":[47,54],"these":[48],"has":[50],"tremendous":[52],"impact":[53],"HPC":[59],"applications":[60],"identifying":[62],"optimal":[64],"location":[66],"is":[67],"non-trivial.":[68]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
