{"id":"https://openalex.org/W4410049408","doi":"https://doi.org/10.1145/3680256.3722203","title":"Optimizing Memory Access Patterns through Automatic Data Layout Transformation (Work in Progress Paper)","display_name":"Optimizing Memory Access Patterns through Automatic Data Layout Transformation (Work in Progress Paper)","publication_year":2025,"publication_date":"2025-05-03","ids":{"openalex":"https://openalex.org/W4410049408","doi":"https://doi.org/10.1145/3680256.3722203"},"language":"en","primary_location":{"id":"doi:10.1145/3680256.3722203","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3680256.3722203","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 16th ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3680256.3722203","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045320749","display_name":"Jolly Chen","orcid":"https://orcid.org/0000-0003-1110-1256"},"institutions":[{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]},{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["CH","NL"],"is_corresponding":true,"raw_author_name":"Jolly Chen","raw_affiliation_strings":["University of Twente, Enschede, Netherlands and CERN, Geneva, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-1110-1256","affiliations":[{"raw_affiliation_string":"University of Twente, Enschede, Netherlands and CERN, Geneva, Switzerland","institution_ids":["https://openalex.org/I67311998","https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087297053","display_name":"Ana-Lucia Varbanescu","orcid":"https://orcid.org/0000-0002-4932-1900"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ana Lucia Varbanescu","raw_affiliation_strings":["University of Twente, Enschede, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-4932-1900","affiliations":[{"raw_affiliation_string":"University of Twente, Enschede, Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085497201","display_name":"N. A. Naumann","orcid":"https://orcid.org/0000-0002-4725-0766"},"institutions":[{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Axel Naumann","raw_affiliation_strings":["CERN, Geneva, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-4725-0766","affiliations":[{"raw_affiliation_string":"CERN, Geneva, Switzerland","institution_ids":["https://openalex.org/I67311998"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045320749"],"corresponding_institution_ids":["https://openalex.org/I67311998","https://openalex.org/I94624287"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07321337,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.9750000238418579,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.7618957757949829},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5827904343605042},{"id":"https://openalex.org/keywords/data-transformation","display_name":"Data transformation","score":0.5206888914108276},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5120237469673157},{"id":"https://openalex.org/keywords/random-access-memory","display_name":"Random access memory","score":0.45617836713790894},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.41878998279571533},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.37015002965927124},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.36177313327789307},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.25189492106437683},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.17532548308372498},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10671481490135193}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7618957757949829},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5827904343605042},{"id":"https://openalex.org/C150670458","wikidata":"https://www.wikidata.org/wiki/Q4272815","display_name":"Data transformation","level":3,"score":0.5206888914108276},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5120237469673157},{"id":"https://openalex.org/C2994168587","wikidata":"https://www.wikidata.org/wiki/Q5295","display_name":"Random access memory","level":2,"score":0.45617836713790894},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.41878998279571533},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.37015002965927124},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.36177313327789307},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.25189492106437683},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.17532548308372498},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10671481490135193},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3680256.3722203","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3680256.3722203","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 16th ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:ris.utwente.nl:publications/edeb9a69-88c2-4c82-9e35-7ed6cb291075","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/edeb9a69-88c2-4c82-9e35-7ed6cb291075","pdf_url":"https://ris.utwente.nl/ws/files/500126525/3680256.3722203.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Chen, J, Varbanescu, A L & Naumann, A 2025, Optimizing Memory Access Patterns through Automatic Data Layout Transformation (Work in Progress Paper). in ICPE Companion 2025 : Companion of the 16th ACM/SPEC International Conference on Performance Engineering. ICPE Companion 2025 - Companion of the 16th ACM/SPEC International Conference on Performance Engineering, Association for Computing Machinery, pp. 47-53, 16th ACM/SPEC International Conference on Performance, ICPE 2025, Toronto, Canada, 5/05/25. https://doi.org/10.1145/3680256.3722203","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1145/3680256.3722203","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3680256.3722203","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 16th ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313559","display_name":"CERN","ror":"https://ror.org/01ggx4157"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1982020565","https://openalex.org/W2053666315","https://openalex.org/W2092608522","https://openalex.org/W2105937753","https://openalex.org/W2147193503","https://openalex.org/W2763388378","https://openalex.org/W2965485581","https://openalex.org/W3031127412","https://openalex.org/W3165978538"],"related_works":["https://openalex.org/W2612824201","https://openalex.org/W1492261612","https://openalex.org/W2374519217","https://openalex.org/W2012941781","https://openalex.org/W2156949561","https://openalex.org/W2393271921","https://openalex.org/W2089133691","https://openalex.org/W2041526955","https://openalex.org/W2755827507","https://openalex.org/W2048936104"],"abstract_inverted_index":{"In":[0],"many":[1],"programming":[2],"languages,":[3],"memory":[4],"access":[5,33],"patterns":[6],"exhibited":[7],"by":[8,13,18],"an":[9],"application":[10],"are":[11,28],"dictated":[12],"the":[14,19,26,45],"data":[15,27,77],"structures":[16],"defined":[17],"programmer,":[20],"which,":[21],"in":[22,30],"turn,":[23],"dictate":[24],"how":[25],"ordered":[29],"memory.":[31],"Exploring":[32],"pattern":[34],"optimizations":[35],"is":[36],"essential":[37],"for":[38],"performance:":[39],"we":[40],"demonstrate,":[41],"through":[42],"several":[43],"benchmarks,":[44],"effects":[46],"of":[47,49,54],"Array":[48],"Structures":[50],"(AoS)":[51],"and":[52,62],"Structure":[53],"Arrays":[55],"(SoA)":[56],"layouts":[57],"on":[58],"cache":[59],"utilization,":[60],"auto-vectorization,":[61],"false":[63],"sharing.":[64],"Despite":[65],"these":[66,88],"benefits,":[67],"exploration":[68],"remains":[69],"a":[70],"time-consuming":[71],"task":[72],"because":[73],"it":[74],"requires":[75],"rewriting":[76],"structure":[78],"definitions":[79],"and,":[80],"very":[81],"often,":[82],"computing":[83],"kernel":[84],"code":[85],"to":[86],"accommodate":[87],"changes.":[89]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
