{"id":"https://openalex.org/W4393576142","doi":"https://doi.org/10.1145/3626202.3637566","title":"POPA: Expressing High and Portable Performance across Spatial and Vector Architectures for Tensor Computations","display_name":"POPA: Expressing High and Portable Performance across Spatial and Vector Architectures for Tensor Computations","publication_year":2024,"publication_date":"2024-04-01","ids":{"openalex":"https://openalex.org/W4393576142","doi":"https://doi.org/10.1145/3626202.3637566"},"language":"en","primary_location":{"id":"doi:10.1145/3626202.3637566","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626202.3637566","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3626202.3637566","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 ACM/SIGDA International Symposium on Field Programmable Gate Arrays","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/10.1145/3626202.3637566","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072764450","display_name":"X. Q. Hao","orcid":"https://orcid.org/0009-0004-2127-6011"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaochen Hao","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023962594","display_name":"Hongbo Rong","orcid":"https://orcid.org/0000-0002-3275-7791"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongbo Rong","raw_affiliation_strings":["Parallel Computing Lab, Intel, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"Parallel Computing Lab, Intel, Santa Clara, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064870158","display_name":"Mingzhe Zhang","orcid":"https://orcid.org/0009-0007-1464-5271"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingzhe Zhang","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103006541","display_name":"C. Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ce Sun","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011140758","display_name":"Hong Jiang","orcid":"https://orcid.org/0009-0005-6944-3883"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hong Jiang","raw_affiliation_strings":["Intel, Santa Clara, USA"],"affiliations":[{"raw_affiliation_string":"Intel, Santa Clara, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100604860","display_name":"Yun Liang","orcid":"https://orcid.org/0000-0002-9076-7998"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Liang","raw_affiliation_strings":["Peking University &amp; Beijing Advanced Innovation Center for Integrated Circuits, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University &amp; Beijing Advanced Innovation Center for Integrated Circuits, Beijing, China","institution_ids":["https://openalex.org/I4210165198","https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5072764450"],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":3.5011,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.93539923,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"199","last_page":"210"},"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/T12303","display_name":"Tensor decomposition and applications","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9656999707221985,"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/software-portability","display_name":"Software portability","score":0.9102444648742676},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7560173273086548},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6634905338287354},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6602838039398193},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.650968611240387},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6366183161735535},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5915729999542236},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.534957766532898},{"id":"https://openalex.org/keywords/euclidean-vector","display_name":"Euclidean vector","score":0.47110655903816223},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4302745461463928},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3332086205482483},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.3219865560531616},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2939491271972656},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16417163610458374},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13950830698013306},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08251449465751648}],"concepts":[{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.9102444648742676},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7560173273086548},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6634905338287354},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6602838039398193},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.650968611240387},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6366183161735535},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5915729999542236},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.534957766532898},{"id":"https://openalex.org/C118965365","wikidata":"https://www.wikidata.org/wiki/Q44528","display_name":"Euclidean vector","level":2,"score":0.47110655903816223},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4302745461463928},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3332086205482483},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.3219865560531616},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2939491271972656},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16417163610458374},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13950830698013306},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08251449465751648},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3626202.3637566","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626202.3637566","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3626202.3637566","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 ACM/SIGDA International Symposium on Field Programmable Gate Arrays","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3626202.3637566","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626202.3637566","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3626202.3637566","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 ACM/SIGDA International Symposium on Field Programmable Gate Arrays","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G1004804915","display_name":null,"funder_award_id":"T2325001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1023919524","display_name":null,"funder_award_id":", Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1169248078","display_name":null,"funder_award_id":"T2293701","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3085993365","display_name":null,"funder_award_id":"(Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"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/G942610218","display_name":null,"funder_award_id":"T2293700","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393576142.pdf","grobid_xml":"https://content.openalex.org/works/W4393576142.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W645173616","https://openalex.org/W2040863504","https://openalex.org/W2055312318","https://openalex.org/W2625954420","https://openalex.org/W2725215886","https://openalex.org/W2798482398","https://openalex.org/W2899644485","https://openalex.org/W2899691047","https://openalex.org/W2906737788","https://openalex.org/W2914500262","https://openalex.org/W2944745903","https://openalex.org/W2949967139","https://openalex.org/W2950001020","https://openalex.org/W2962193180","https://openalex.org/W2983655274","https://openalex.org/W2987684178","https://openalex.org/W3012249773","https://openalex.org/W3099432326","https://openalex.org/W3112630515","https://openalex.org/W3130920634","https://openalex.org/W3131482099","https://openalex.org/W3136554645","https://openalex.org/W3190092209","https://openalex.org/W3193212547","https://openalex.org/W3212403328","https://openalex.org/W3213528054","https://openalex.org/W4234407207","https://openalex.org/W4293023583","https://openalex.org/W4386763501","https://openalex.org/W4389491877"],"related_works":["https://openalex.org/W107105315","https://openalex.org/W1584537303","https://openalex.org/W4388155270","https://openalex.org/W1872724644","https://openalex.org/W4367156293","https://openalex.org/W2750549761","https://openalex.org/W28826848","https://openalex.org/W2016659453","https://openalex.org/W32529763","https://openalex.org/W1674415840"],"abstract_inverted_index":{"This":[0],"paper":[1],"aims":[2],"at":[3],"high":[4,41],"and":[5,15,30,50,53],"portable":[6],"performance":[7,24],"for":[8],"tensor":[9],"computations":[10],"across":[11,26],"spatial":[12,52],"(e.g.,":[13,18],"FPGAs)":[14],"vector":[16,27,54],"architectures":[17,28],"GPUs).":[19,31],"The":[20],"state-of-the-art":[21],"usually":[22],"address":[23],"portability":[25],"(CPUs":[29],"However,":[32],"they":[33,48],"either":[34],"miss":[35],"FPGAs":[36],"or":[37],"do":[38],"not":[39],"achieve":[40],"performance.":[42],"Without":[43],"a":[44],"common":[45],"architectural":[46],"abstraction,":[47],"program":[49],"optimize":[51],"devices":[55],"separately,":[56],"causing":[57],"low":[58],"portability.":[59]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
