{"id":"https://openalex.org/W7225798305","doi":"https://doi.org/10.23939/csn2026.02.394","title":"ADAPTATION AND EVALUATION OF THE MEMBRAIN SYSTEM FOR PROFILE-GUIDED DATA PLACEMENT ON INTEL XEON MAX PROCESSORS","display_name":"ADAPTATION AND EVALUATION OF THE MEMBRAIN SYSTEM FOR PROFILE-GUIDED DATA PLACEMENT ON INTEL XEON MAX PROCESSORS","publication_year":2026,"publication_date":"2026-11-11","ids":{"openalex":"https://openalex.org/W7225798305","doi":"https://doi.org/10.23939/csn2026.02.394"},"language":"en","primary_location":{"id":"doi:10.23939/csn2026.02.394","doi":"https://doi.org/10.23939/csn2026.02.394","is_oa":true,"landing_page_url":"https://doi.org/10.23939/csn2026.02.394","pdf_url":null,"source":{"id":"https://openalex.org/S4210238343","display_name":"Komp'\u00fbtern\u00ec sistemi ta mere\u017e\u00ec","issn_l":"2707-2371","issn":["2707-2371"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer systems and network","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.23939/csn2026.02.394","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161494305","display_name":"M. Yu. Shcherba","orcid":"https://orcid.org/0009-0008-0332-9254","observed_orcids":["https://orcid.org/0009-0008-0332-9254"]},"institutions":[{"id":"https://openalex.org/I200280692","display_name":"Lviv University","ror":"https://ror.org/01s7y5e82","country_code":"UA","type":"education","lineage":["https://openalex.org/I200280692"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"M. Yu. Shcherba","raw_affiliation_strings":["Ivan Franko National University of Lviv"],"raw_orcid":"https://orcid.org/0009-0008-0332-9254","affiliations":[{"raw_affiliation_string":"Ivan Franko National University of Lviv","institution_ids":["https://openalex.org/I200280692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5118558455","display_name":"\u0412. \u041c. \u0411\u0456\u043b\u0435\u0446\u044c\u043a\u0438\u0439","orcid":"https://orcid.org/0009-0009-3246-9894","observed_orcids":["https://orcid.org/0009-0009-3246-9894"]},"institutions":[{"id":"https://openalex.org/I200280692","display_name":"Lviv University","ror":"https://ror.org/01s7y5e82","country_code":"UA","type":"education","lineage":["https://openalex.org/I200280692"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"V. M. Biletskyy","raw_affiliation_strings":["Ivan Franko National University of Lviv"],"raw_orcid":"https://orcid.org/0009-0009-3246-9894","affiliations":[{"raw_affiliation_string":"Ivan Franko National University of Lviv","institution_ids":["https://openalex.org/I200280692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I200280692"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"2","first_page":"394","last_page":"406"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T10904","display_name":"Embedded Systems Design Techniques","score":9.999999747378752e-05,"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/T10317","display_name":"Advanced Database Systems and Queries","score":9.999999747378752e-05,"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":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.867900013923645},{"id":"https://openalex.org/C96972482","wikidata":"https://www.wikidata.org/wiki/Q1049168","display_name":"Xeon Phi","level":2,"score":0.7462000250816345},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.696399986743927},{"id":"https://openalex.org/C145108525","wikidata":"https://www.wikidata.org/wiki/Q656154","display_name":"Xeon","level":2,"score":0.536899983882904},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.47749999165534973},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.44429999589920044},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.430400013923645},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3612000048160553},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.35350000858306885},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.34220001101493835},{"id":"https://openalex.org/C189783530","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"CPU cache","level":3,"score":0.33559998869895935},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.31859999895095825},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.30790001153945923},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.3070000112056732},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.29980000853538513},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.29679998755455017},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.27970001101493835},{"id":"https://openalex.org/C50954386","wikidata":"https://www.wikidata.org/wiki/Q656083","display_name":"Paging","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C139571649","wikidata":"https://www.wikidata.org/wiki/Q1156793","display_name":"Program optimization","level":3,"score":0.2680000066757202},{"id":"https://openalex.org/C12186640","wikidata":"https://www.wikidata.org/wiki/Q6815743","display_name":"Memory model","level":3,"score":0.26010000705718994}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23939/csn2026.02.394","doi":"https://doi.org/10.23939/csn2026.02.394","is_oa":true,"landing_page_url":"https://doi.org/10.23939/csn2026.02.394","pdf_url":null,"source":{"id":"https://openalex.org/S4210238343","display_name":"Komp'\u00fbtern\u00ec sistemi ta mere\u017e\u00ec","issn_l":"2707-2371","issn":["2707-2371"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer systems and network","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.23939/csn2026.02.394","doi":"https://doi.org/10.23939/csn2026.02.394","is_oa":true,"landing_page_url":"https://doi.org/10.23939/csn2026.02.394","pdf_url":null,"source":{"id":"https://openalex.org/S4210238343","display_name":"Komp'\u00fbtern\u00ec sistemi ta mere\u017e\u00ec","issn_l":"2707-2371","issn":["2707-2371"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer systems and network","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2521708680","https://openalex.org/W2611027062","https://openalex.org/W2899512395","https://openalex.org/W2963956318","https://openalex.org/W4246166885","https://openalex.org/W4327930439","https://openalex.org/W4387321556","https://openalex.org/W4399438280","https://openalex.org/W4404400737","https://openalex.org/W4413147256","https://openalex.org/W7101563834","https://openalex.org/W7110015448","https://openalex.org/W7134923728","https://openalex.org/W7154488605"],"related_works":[],"abstract_inverted_index":{"We":[0,83],"investigate":[1],"the":[2,44,62,79,105],"efficient":[3],"utilization":[4],"of":[5,67,120,129],"tiered":[6,28],"HBM":[7,34,122],"and":[8,73,98,108],"DDR":[9],"memory":[10,19,29,76],"on":[11,90,104],"Intel":[12,52,80],"Xeon":[13,53],"Max":[14,54],"processors":[15],"under":[16],"constrained":[17],"high-bandwidth":[18],"capacity.":[20,132],"Unlike":[21],"conventional":[22],"capacity-expansion":[23],"architectures":[24],"(DRAM":[25],"+":[26],"CXL/NVM),":[27],"management":[30],"with":[31],"an":[32,91],"integrated":[33],"tier":[35],"remains":[36],"insufficiently":[37],"explored.":[38],"In":[39],"this":[40],"work,":[41],"we":[42],"adapt":[43],"MemBrain":[45],"automated":[46],"profile-guided":[47,113],"data":[48,85,114],"placement":[49,77,86,115],"framework":[50],"for":[51],"servers:":[55],"implementing":[56],"interprocedural":[57],"allocation-site":[58],"function":[59],"cloning":[60],"in":[61],"LLVM":[63],"compiler,":[64],"hardware":[65],"monitoring":[66],"last-level":[68],"cache":[69],"misses":[70],"via":[71,78],"PEBS,":[72],"guided":[74],"user-space":[75],"UMF":[81],"library.":[82],"study":[84],"optimization":[87,94],"strategies":[88],"based":[89],"exact":[92],"combinatorial":[93],"model":[95],"(knapsack":[96],"problem)":[97],"heuristic":[99],"selection":[100],"algorithms.":[101],"Experimental":[102],"evaluation":[103],"LULESH":[106],"2.0":[107],"Graph500-BFS":[109],"benchmarks":[110],"demonstrates":[111],"that":[112],"achieves":[116],"up":[117],"to":[118],"98.4%\u201399.9%":[119],"pure":[121],"performance":[123],"while":[124],"utilizing":[125],"only":[126],"a":[127],"fraction":[128],"its":[130],"physical":[131]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-11-12T00:00:00"}