{"id":"https://openalex.org/W4409282713","doi":"https://doi.org/10.1145/3676536.3676723","title":"Efficient Task Transfer for HLS DSE","display_name":"Efficient Task Transfer for HLS DSE","publication_year":2024,"publication_date":"2024-10-27","ids":{"openalex":"https://openalex.org/W4409282713","doi":"https://doi.org/10.1145/3676536.3676723"},"language":"en","primary_location":{"id":"doi:10.1145/3676536.3676723","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3676536.3676723","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3676536.3676723","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3676536.3676723","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048457470","display_name":"Zijian Ding","orcid":"https://orcid.org/0009-0000-4555-2077"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zijian Ding","raw_affiliation_strings":["University of California, Los Angeles, Los Angeles, United States"],"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles, Los Angeles, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039319411","display_name":"Atefeh Sohrabizadeh","orcid":"https://orcid.org/0000-0002-1156-3306"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Atefeh Sohrabizadeh","raw_affiliation_strings":["University of California, Los Angeles, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101719486","display_name":"Weikai Li","orcid":"https://orcid.org/0000-0002-5801-9500"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weikai Li","raw_affiliation_strings":["University of California, Los Angeles, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100596563","display_name":"Zongyue Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zongyue Qin","raw_affiliation_strings":["University of California, Los Angeles, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025213473","display_name":"Yizhou Sun","orcid":"https://orcid.org/0000-0003-1812-6843"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yizhou Sun","raw_affiliation_strings":["University of California, Los Angeles, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016776689","display_name":"Jason Cong","orcid":"https://orcid.org/0000-0003-2887-6963"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jason Cong","raw_affiliation_strings":["cong@cs.ucla.edu, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"cong@cs.ucla.edu, Los Angeles, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5048457470"],"corresponding_institution_ids":["https://openalex.org/I161318765"],"apc_list":null,"apc_paid":null,"fwci":0.9649,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.78558087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.9997000098228455,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9997000098228455,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9987999796867371,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6269277334213257},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5628155469894409},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.5105446577072144},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.36001935601234436},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10041013360023499}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6269277334213257},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5628155469894409},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.5105446577072144},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.36001935601234436},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10041013360023499},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3676536.3676723","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3676536.3676723","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3676536.3676723","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3676536.3676723","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3676536.3676723","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3676536.3676723","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1063757644","display_name":null,"funder_award_id":"2303037","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3100507613","display_name":null,"funder_award_id":"1937599","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7066469448","display_name":null,"funder_award_id":"2119643","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8659250076","display_name":null,"funder_award_id":"2211557","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/F4320306087","display_name":"Semiconductor Research Corporation","ror":"https://ror.org/047z4n946"},{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320307791","display_name":"Cisco Systems","ror":"https://ror.org/03yt1ez60"},{"id":"https://openalex.org/F4320322617","display_name":"Okawa Foundation for Information and Telecommunications","ror":"https://ror.org/01enbtr31"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409282713.pdf","grobid_xml":"https://content.openalex.org/works/W4409282713.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2065509119","https://openalex.org/W2132083787","https://openalex.org/W2133615895","https://openalex.org/W2166029537","https://openalex.org/W2560674852","https://openalex.org/W2903847165","https://openalex.org/W2964309037","https://openalex.org/W2965115497","https://openalex.org/W3036079062","https://openalex.org/W3090389586","https://openalex.org/W3112616759","https://openalex.org/W4221000689","https://openalex.org/W4285114951","https://openalex.org/W4293025067","https://openalex.org/W4293025162","https://openalex.org/W4293026115","https://openalex.org/W4297969478","https://openalex.org/W4313450353","https://openalex.org/W6637618735"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"There":[0],"have":[1],"been":[2],"several":[3],"recent":[4],"works":[5],"proposed":[6],"to":[7,12,21,44,109,112,146,168,179],"utilize":[8],"model-based":[9,106],"optimization":[10],"methods":[11],"improve":[13],"the":[14,28,53,65,75,86,155,159,164,190,197],"productivity":[15],"of":[16,34,68,77,88,158,176],"using":[17],"high-level":[18,57],"synthesis":[19,58,81],"(HLS)":[20,59],"design":[22,35,60,90,124],"domain-specific":[23],"architectures.":[24],"They":[25],"would":[26],"replace":[27],"time-consuming":[29],"performance":[30,174],"estimation":[31],"or":[32],"simulation":[33],"with":[36,56],"a":[37,98,105,127,182],"proxy":[38],"model,":[39],"and":[40,181,195],"automatically":[41],"insert":[42],"pragmas":[43],"guide":[45],"hardware":[46],"optimizations.":[47],"In":[48],"this":[49],"work,":[50],"we":[51],"address":[52],"challenges":[54],"associated":[55],"space":[61],"exploration":[62],"(DSE)":[63],"through":[64],"evolving":[66],"landscape":[67],"HLS":[69],"tools.":[70],"As":[71],"these":[72],"tools":[73],"develop,":[74],"quality":[76],"results":[78,162],"(QoR)":[79],"from":[80],"can":[82],"vary":[83],"significantly,":[84],"complicating":[85],"maintenance":[87],"optimal":[89],"strategies":[91],"across":[92],"different":[93],"toolchains.":[94,115,160],"We":[95,134],"introduce":[96],"Active-CEM,":[97],"task":[99],"transfer":[100],"learning":[101],"scheme":[102],"that":[103],"leverages":[104],"explorer":[107],"designed":[108],"adapt":[110],"efficiently":[111],"changes":[113,149],"in":[114,154],"This":[116,143],"approach":[117],"optimizes":[118],"sample":[119,191],"efficiency":[120,192],"by":[121,139,193,199],"identifying":[122],"high-quality":[123],"configurations":[125],"under":[126],"new":[128,169],"toolchain":[129,170],"without":[130],"requiring":[131],"extensive":[132],"re-evaluation.":[133],"further":[135],"refine":[136],"our":[137],"methodology":[138],"incorporating":[140],"toolchain-invariant":[141],"modeling.":[142],"allows":[144],"us":[145],"predict":[147],"QoR":[148],"more":[150],"accurately":[151],"despite":[152],"shifts":[153],"black-box":[156],"implementation":[157],"Experiment":[161],"on":[163],"HLSyn":[165],"benchmark":[166],"transitioning":[167],"show":[171],"an":[172],"average":[173],"improvement":[175,184],"2.38\u00d7":[177],"compared":[178],"AutoDSE":[180],"1.2\u00d7":[183],"over":[185],"HARP,":[186],"while":[187],"also":[188],"increasing":[189],"5.75\u00d7,":[194],"reducing":[196],"runtime":[198],"2.7\u00d7.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
