{"id":"https://openalex.org/W7163573594","doi":"https://doi.org/10.23919/date69613.2026.11539321","title":"Multi-Partner Project: Outcomes of the ICSC Flagship 2 Project on Architectures and Design Methodologies to Accelerate AI Workloads","display_name":"Multi-Partner Project: Outcomes of the ICSC Flagship 2 Project on Architectures and Design Methodologies to Accelerate AI Workloads","publication_year":2026,"publication_date":"2026-04-20","ids":{"openalex":"https://openalex.org/W7163573594","doi":"https://doi.org/10.23919/date69613.2026.11539321"},"language":null,"primary_location":{"id":"doi:10.23919/date69613.2026.11539321","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date69613.2026.11539321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 Design, Automation & Test in Europe Conference (DATE)","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/A5031461662","display_name":"Cristina Silvano","orcid":"https://orcid.org/0000-0003-1668-0883"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristina Silvano","raw_affiliation_strings":["Politecnico di Milano,Milano,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,Milano,Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028565685","display_name":"Fabrizio Ferrandi","orcid":"https://orcid.org/0000-0003-0301-4419"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabrizio Ferrandi","raw_affiliation_strings":["Politecnico di Milano,Milano,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,Milano,Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033121816","display_name":"Serena Curzel","orcid":"https://orcid.org/0000-0002-8202-1627"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Serena Curzel","raw_affiliation_strings":["Politecnico di Milano,Milano,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,Milano,Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054173368","display_name":"Daniele Ielmini","orcid":"https://orcid.org/0000-0002-1853-1614"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniele Ielmini","raw_affiliation_strings":["Politecnico di Milano,Milano,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,Milano,Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084809231","display_name":"Cristian Zambelli","orcid":"https://orcid.org/0000-0001-8755-0504"},"institutions":[{"id":"https://openalex.org/I201324441","display_name":"University of Ferrara","ror":"https://ror.org/041zkgm14","country_code":"IT","type":"education","lineage":["https://openalex.org/I201324441"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristian Zambelli","raw_affiliation_strings":["Università Degli Studi di Ferrara,Ferrara,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Degli Studi di Ferrara,Ferrara,Italy","institution_ids":["https://openalex.org/I201324441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071220084","display_name":"Sebastiano Fabio Schifano","orcid":"https://orcid.org/0000-0002-0132-9196"},"institutions":[{"id":"https://openalex.org/I201324441","display_name":"University of Ferrara","ror":"https://ror.org/041zkgm14","country_code":"IT","type":"education","lineage":["https://openalex.org/I201324441"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sebastiano Fabio Schifano","raw_affiliation_strings":["Università Degli Studi di Ferrara,Ferrara,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Degli Studi di Ferrara,Ferrara,Italy","institution_ids":["https://openalex.org/I201324441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089543048","display_name":"Francesco Conti","orcid":null},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Conti","raw_affiliation_strings":["Università di Bologna,Bologna,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università di Bologna,Bologna,Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052915995","display_name":"Angelo Garofalo","orcid":"https://orcid.org/0000-0002-7495-6895"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angelo Garofalo","raw_affiliation_strings":["Università di Bologna,Bologna,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università di Bologna,Bologna,Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043408422","display_name":"Luca Benini","orcid":"https://orcid.org/0000-0001-8068-3806"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Benini","raw_affiliation_strings":["Università di Bologna,Bologna,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università di Bologna,Bologna,Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010989172","display_name":"Maurizio Palesi","orcid":"https://orcid.org/0000-0003-3129-0664"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio Palesi","raw_affiliation_strings":["Università Degli Studi di Catania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Degli Studi di Catania","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054750044","display_name":"Giuseppe Ascia","orcid":"https://orcid.org/0000-0001-7452-5828"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Ascia","raw_affiliation_strings":["Università Degli Studi di Catania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Degli Studi di Catania","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080097744","display_name":"Enrico Russo","orcid":"https://orcid.org/0000-0002-7598-146X"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico Russo","raw_affiliation_strings":["Università Degli Studi di Catania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Degli Studi di Catania","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035230230","display_name":"Fanny Spagnolo","orcid":"https://orcid.org/0000-0002-2197-4563"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fanny Spagnolo","raw_affiliation_strings":["Università Della Calabria, Rende (CS),Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Della Calabria, Rende (CS),Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003003043","display_name":"Pasquale Corsonello","orcid":"https://orcid.org/0000-0002-9528-1110"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pasquale Corsonello","raw_affiliation_strings":["Università Della Calabria, Rende (CS),Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Della Calabria, Rende (CS),Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074662921","display_name":"Stefania Perri","orcid":"https://orcid.org/0000-0003-1363-9201"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefania Perri","raw_affiliation_strings":["Università Della Calabria, Rende (CS),Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Della Calabria, Rende (CS),Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011214102","display_name":"Fabio Frustaci","orcid":"https://orcid.org/0000-0001-5795-4321"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Frustaci","raw_affiliation_strings":["Università Della Calabria, Rende (CS),Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Della Calabria, Rende (CS),Italy","institution_ids":["https://openalex.org/I45204951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.0729999989271164,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.0729999989271164,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.032099999487400055,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.026399999856948853,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/key","display_name":"Key (lock)","score":0.3671000003814697},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.3634999990463257},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.288100004196167},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.27480000257492065},{"id":"https://openalex.org/keywords/systems-architecture","display_name":"Systems architecture","score":0.27250000834465027}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5670999884605408},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3671000003814697},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3634999990463257},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3547999858856201},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.35260000824928284},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3391000032424927},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.288100004196167},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.27480000257492065},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.27250000834465027},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.25589999556541443}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/date69613.2026.11539321","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date69613.2026.11539321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 Design, Automation & Test in Europe Conference (DATE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5326352715492249,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2725159389","https://openalex.org/W2798838583","https://openalex.org/W2805362231","https://openalex.org/W2964035867","https://openalex.org/W3207366647","https://openalex.org/W3207546409","https://openalex.org/W3212867926","https://openalex.org/W4286563542","https://openalex.org/W4308391987","https://openalex.org/W4327807785","https://openalex.org/W4360606472","https://openalex.org/W4366205946","https://openalex.org/W4379116135","https://openalex.org/W4383215281","https://openalex.org/W4385585310","https://openalex.org/W4386025602","https://openalex.org/W4386766684","https://openalex.org/W4387319216","https://openalex.org/W4391183377","https://openalex.org/W4394699108","https://openalex.org/W4396214963","https://openalex.org/W4398757502","https://openalex.org/W4400583821","https://openalex.org/W4401017964","https://openalex.org/W4401880104","https://openalex.org/W4406521719","https://openalex.org/W4409067387","https://openalex.org/W4409568286","https://openalex.org/W4411485048","https://openalex.org/W4412038636","https://openalex.org/W4412038651","https://openalex.org/W4413755624","https://openalex.org/W4414030841"],"related_works":[],"abstract_inverted_index":{"Energy-efficient":[0],"hardware":[1,53],"accelerators":[2],"specialized":[3],"for":[4,41,51,55],"AI":[5,56,90,123],"tasks":[6],"are":[7],"now":[8],"being":[9],"deployed":[10],"from":[11,58,125],"low-power":[12],"edge":[13,60,127],"devices":[14],"to":[15,61,83,128],"large-scale":[16],"high-performance":[17],"computing":[18],"systems":[19],"and":[20,72,79,88,118],"data":[21],"centers.":[22],"This":[23],"paper":[24],"presents":[25],"the":[26,30,35,48,59,62,68,95,101,105,109,126,129],"main":[27,69],"outcomes":[28,98],"of":[29,34,111],"Flagship":[31],"2":[32],"project":[33,106],"ICSC":[36],"Italian":[37],"National":[38],"Research":[39],"Center":[40],"High":[42],"Performance":[43],"Computing,":[44],"which":[45],"focuses":[46],"on":[47],"design":[49,80,112],"techniques":[50],"heterogeneous":[52],"optimized":[54],"acceleration":[57,124],"HPC.":[63],"In":[64],"particular,":[65],"we":[66],"describe":[67],"challenges":[70],"addressed":[71],"highlight":[73],"some":[74],"advances":[75],"in":[76],"architectures,":[77],"technologies,":[78],"methodologies":[81],"tailored":[82],"accelerate":[84],"deep":[85],"learning,":[86],"transformer-based,":[87],"generative":[89],"models.":[91],"We":[92],"also":[93],"summarize":[94],"most":[96],"significant":[97],"achieved":[99],"through":[100],"close":[102],"collaboration":[103],"among":[104],"partners,":[107],"including":[108],"development":[110],"techniques,":[113],"tools,":[114],"prototypes,":[115],"IP":[116],"cores,":[117],"models":[119],"that":[120],"collectively":[121],"advance":[122],"HPC":[130],"contexts.":[131]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-06-05T00:00:00"}