{"id":"https://openalex.org/W6889865241","doi":"https://doi.org/10.29375/25392115.5276","title":"Extending Ginkgo to Manage Reconfigurable Hardware-Based Kernels","display_name":"Extending Ginkgo to Manage Reconfigurable Hardware-Based Kernels","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W6889865241","doi":"https://doi.org/10.29375/25392115.5276"},"language":"en","primary_location":{"id":"pmh:oai:dialnet.unirioja.es:ART0001773176","doi":null,"is_oa":true,"landing_page_url":"https://dialnet.unirioja.es/servlet/oaiart?codigo=10212168","pdf_url":"https://dialnet.unirioja.es/descarga/articulo/10212168.pdf","source":{"id":"https://openalex.org/S4306401293","display_name":"Dialnet (Universidad de la Rioja)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I3032752892","host_organization_name":"Universidad Internacional de La Rioja","host_organization_lineage":["https://openalex.org/I3032752892"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Revista Colombiana de Computaci\u00f3n, ISSN 2539-2115, Vol. 25, N\u00ba. 2, 2024 (Ejemplar dedicado a: Revista Colombiana de Computaci\u00f3n (Julio-Diciembre)), pags. 43-58","raw_type":"text (article)"},"volume":null,"type":"article","indexed_in":["doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dialnet.unirioja.es/descarga/articulo/10212168.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5155912136","display_name":"Alejandro Morales-Pe\u00f1a","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I145372079","display_name":"Instituto Tecnol\u00f3gico de Costa Rica","ror":"https://ror.org/04zhrfn38","country_code":"CR","type":"education","lineage":["https://openalex.org/I145372079"]}],"countries":["CR"],"is_corresponding":false,"raw_author_name":"Morales Pe\u00f1a, Alejandro","raw_affiliation_strings":["Costa Rica Institute of Technology , San Jos\u00e9 , Costa Rica"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Costa Rica Institute of Technology , San Jos\u00e9 , Costa Rica","institution_ids":["https://openalex.org/I145372079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046704108","display_name":"Esteban Meneses","orcid":"https://orcid.org/0000-0002-4307-6000","observed_orcids":["https://orcid.org/0000-0002-4307-6000"]},"institutions":[{"id":"https://openalex.org/I145372079","display_name":"Instituto Tecnol\u00f3gico de Costa Rica","ror":"https://ror.org/04zhrfn38","country_code":"CR","type":"education","lineage":["https://openalex.org/I145372079"]},{"id":"https://openalex.org/I4387155612","display_name":"Centro Nacional de Alta Tecnolog\u00eda","ror":"https://ror.org/02tkjx303","country_code":"CR","type":"facility","lineage":["https://openalex.org/I4387155612"]}],"countries":["CR"],"is_corresponding":false,"raw_author_name":"Meneses, Esteban","raw_affiliation_strings":["Costa Rica Institute of Technology , San Jos\u00e9 , Costa Rica","National High Technology Center , San Jos\u00e9 , Costa Rica"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Costa Rica Institute of Technology , San Jos\u00e9 , Costa Rica","institution_ids":["https://openalex.org/I145372079"]},{"raw_affiliation_string":"National High Technology Center , San Jos\u00e9 , Costa Rica","institution_ids":["https://openalex.org/I4387155612"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2247441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.948199987411499,"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":0.948199987411499,"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":0.04320000112056732,"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.0013000000035390258,"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/ginkgo-biloba","display_name":"Ginkgo biloba","score":0.8550000190734863},{"id":"https://openalex.org/keywords/reconfigurable-hardware","display_name":"reconfigurable hardware","score":0.8989999890327454},{"id":"https://openalex.org/keywords/sparse-matrix-vector-multiplication","display_name":"sparse matrix-vector multiplication","score":0.9279999732971191},{"id":"https://openalex.org/keywords/linear-algebra-libraries","display_name":"linear algebra libraries","score":0.7279999852180481},{"id":"https://openalex.org/keywords/hardware-accelerators","display_name":"hardware accelerators","score":0.7639999985694885},{"id":"https://openalex.org/keywords/csr-format","display_name":"CSR format","score":0.6079999804496765},{"id":"https://openalex.org/keywords/performance-characterization","display_name":"performance characterization","score":0.628000020980835},{"id":"https://openalex.org/keywords/power-consumption","display_name":"power consumption","score":0.6039999723434448}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6952999830245972},{"id":"https://openalex.org/C139352143","wikidata":"https://www.wikidata.org/wiki/Q82571","display_name":"Linear algebra","level":2,"score":0.5976999998092651},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5078999996185303},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.501800000667572},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.49639999866485596},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.47749999165534973},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.45179998874664307},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3785000145435333},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3702000081539154},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.36039999127388},{"id":"https://openalex.org/C86111242","wikidata":"https://www.wikidata.org/wiki/Q859595","display_name":"Coprocessor","level":2,"score":0.3517000079154968},{"id":"https://openalex.org/C142962650","wikidata":"https://www.wikidata.org/wiki/Q240838","display_name":"Reconfigurable computing","level":3,"score":0.32350000739097595},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3098999857902527},{"id":"https://openalex.org/C2982832238","wikidata":"https://www.wikidata.org/wiki/Q5531640","display_name":"General purpose","level":2,"score":0.3059999942779541},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3050999939441681},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.28630000352859497},{"id":"https://openalex.org/C6802819","wikidata":"https://www.wikidata.org/wiki/Q1072174","display_name":"Linear system","level":2,"score":0.2736999988555908},{"id":"https://openalex.org/C136119220","wikidata":"https://www.wikidata.org/wiki/Q1000660","display_name":"Algebra over a field","level":2,"score":0.26829999685287476},{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.2502000033855438}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:dialnet.unirioja.es:ART0001773176","doi":null,"is_oa":true,"landing_page_url":"https://dialnet.unirioja.es/servlet/oaiart?codigo=10212168","pdf_url":"https://dialnet.unirioja.es/descarga/articulo/10212168.pdf","source":{"id":"https://openalex.org/S4306401293","display_name":"Dialnet (Universidad de la Rioja)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I3032752892","host_organization_name":"Universidad Internacional de La Rioja","host_organization_lineage":["https://openalex.org/I3032752892"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Revista Colombiana de Computaci\u00f3n, ISSN 2539-2115, Vol. 25, N\u00ba. 2, 2024 (Ejemplar dedicado a: Revista Colombiana de Computaci\u00f3n (Julio-Diciembre)), pags. 43-58","raw_type":"text (article)"},{"id":"pmh:oai:doaj.org/article:d76163f8b3144dedaeac77366e45d4ef","doi":"https://doi.org/10.29375/25392115.5276","is_oa":true,"landing_page_url":"https://doaj.org/article/d76163f8b3144dedaeac77366e45d4ef","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Revista Colombiana de Computaci\u00f3n, Vol 25, Iss 2 (2025)","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:dialnet.unirioja.es:ART0001773176","doi":null,"is_oa":true,"landing_page_url":"https://dialnet.unirioja.es/servlet/oaiart?codigo=10212168","pdf_url":"https://dialnet.unirioja.es/descarga/articulo/10212168.pdf","source":{"id":"https://openalex.org/S4306401293","display_name":"Dialnet (Universidad de la Rioja)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I3032752892","host_organization_name":"Universidad Internacional de La Rioja","host_organization_lineage":["https://openalex.org/I3032752892"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Revista Colombiana de Computaci\u00f3n, ISSN 2539-2115, Vol. 25, N\u00ba. 2, 2024 (Ejemplar dedicado a: Revista Colombiana de Computaci\u00f3n (Julio-Diciembre)), pags. 43-58","raw_type":"text (article)"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8687517642974854}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W6889865241.pdf","grobid_xml":"https://content.openalex.org/works/W6889865241.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Although":[0],"heterogeneous":[1],"systems":[2],"based":[3],"on":[4],"hardware":[5],"accelerators":[6],"are":[7],"a":[8,59,95],"trending":[9],"topic":[10],"in":[11,22,35,57,104],"the":[12,16,74],"HPC":[13],"community,":[14],"exploring":[15],"trade-offs":[17],"of":[18,43,84,106],"reconfigurable":[19],"hardware-based":[20],"ones":[21],"linear":[23,62],"algebra":[24,63],"libraries":[25],"for":[26,65,73],"high-performance":[27,61],"systems,":[28],"has":[29],"not":[30],"been":[31],"deeply":[32],"studied.":[33],"Therefore,":[34],"this":[36],"research,":[37],"we":[38,92],"aim":[39],"to":[40,49,53],"take":[41],"advantage":[42],"FPGAs'":[44],"reconfigurability,":[45],"adaptability,":[46],"and":[47,77,81],"capacity":[48],"reduce":[50],"power":[51],"consumption":[52],"generate":[54],"FPGA-based":[55,71],"kernels":[56,72],"Ginkgo,":[58],"specialized":[60],"library":[64],"many-core":[66],"systems.":[67],"We":[68],"generated":[69],"3":[70],"CSR,":[75],"SELLP,":[76],"SELL":[78],"SpMV":[79],"formats,":[80],"obtained":[82],"speedups":[83],"at":[85],"least":[86],"10x":[87],"concerning":[88],"CPU-based":[89],"kernels.":[90],"Furthermore,":[91],"demonstrated":[93],"via":[94],"performance":[96],"characterization":[97],"study":[98],"that":[99],"FPGAs":[100],"outperform":[101],"general-purpose":[102],"processors":[103],"terms":[105],"compute":[107],"time.":[108]},"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}