{"id":"https://openalex.org/W4381164658","doi":"https://doi.org/10.1007/s00607-023-01190-w","title":"Umpalumpa: a framework for efficient execution of complex image processing workloads on heterogeneous nodes","display_name":"Umpalumpa: a framework for efficient execution of complex image processing workloads on heterogeneous nodes","publication_year":2023,"publication_date":"2023-06-19","ids":{"openalex":"https://openalex.org/W4381164658","doi":"https://doi.org/10.1007/s00607-023-01190-w"},"language":"en","primary_location":{"id":"doi:10.1007/s00607-023-01190-w","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s00607-023-01190-w","pdf_url":null,"source":{"id":"https://openalex.org/S35593046","display_name":"Computing","issn_l":"0010-485X","issn":["0010-485X","1436-5057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing","raw_type":"journal-article"},"type":"article","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/A5068360342","display_name":"David St\u0159el\u00e1k","orcid":"https://orcid.org/0000-0003-4513-4718"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]},{"id":"https://openalex.org/I2809107791","display_name":"Spanish National Centre for Cardiovascular Research","ror":"https://ror.org/02qs1a797","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2809107791","https://openalex.org/I4210098440"]},{"id":"https://openalex.org/I4210104776","display_name":"Centro Nacional de Biotecnolog\u00eda","ror":"https://ror.org/015w4v032","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210104776"]},{"id":"https://openalex.org/I4210130400","display_name":"Spanish National Centre for Cardiovascular Research","ror":null,"country_code":"ES","type":null,"lineage":["https://openalex.org/I4210130400"]},{"id":"https://openalex.org/I4210134243","display_name":"National Research Council","ror":"https://ror.org/03bjn0010","country_code":"LK","type":"government","lineage":["https://openalex.org/I4210134243"]}],"countries":["CZ","ES","LK"],"is_corresponding":false,"raw_author_name":"David St\u0159el\u00e1k","raw_affiliation_strings":["Faculty of Informatics, Masaryk University, Botanick\u00e1 68a, 60200, Brno, Czech Republic","Spanish National Centre for Biotechnology, Spanish National Research Council, Calle Darwin, 3, 28049, Madrid, Spain","Faculty of Informatics, Masaryk University, Brno, Czech Republic","Spanish National Centre for Biotechnology, Spanish National Research Council, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics, Masaryk University, Botanick\u00e1 68a, 60200, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261"]},{"raw_affiliation_string":"Spanish National Centre for Biotechnology, Spanish National Research Council, Calle Darwin, 3, 28049, Madrid, Spain","institution_ids":["https://openalex.org/I4210130400","https://openalex.org/I4210104776","https://openalex.org/I4210134243"]},{"raw_affiliation_string":"Faculty of Informatics, Masaryk University, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261"]},{"raw_affiliation_string":"Spanish National Centre for Biotechnology, Spanish National Research Council, Madrid, Spain","institution_ids":["https://openalex.org/I2809107791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057660940","display_name":"David My\u0161ka","orcid":null},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]},{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"David My\u0161ka","raw_affiliation_strings":["Institute of Computer Science, Masaryk University, Botanick\u00e1 68a, 60200, Brno, Czech Republic","Institute of Computer Science, Masaryk University, Brno, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Masaryk University, Botanick\u00e1 68a, 60200, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261","https://openalex.org/I4210155092"]},{"raw_affiliation_string":"Institute of Computer Science, Masaryk University, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261","https://openalex.org/I4210155092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022500174","display_name":"Filip Petrovi\u0107","orcid":"https://orcid.org/0009-0003-6474-9205"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]},{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Filip Petrovi\u010d","raw_affiliation_strings":["Institute of Computer Science, Masaryk University, Botanick\u00e1 68a, 60200, Brno, Czech Republic","Institute of Computer Science, Masaryk University, Brno, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Masaryk University, Botanick\u00e1 68a, 60200, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261","https://openalex.org/I4210155092"]},{"raw_affiliation_string":"Institute of Computer Science, Masaryk University, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261","https://openalex.org/I4210155092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104131310","display_name":"Joanna Polak","orcid":"https://orcid.org/0000-0001-6283-1609"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Pol\u00e1k","raw_affiliation_strings":["Faculty of Informatics, Masaryk University, Botanick\u00e1 68a, 60200, Brno, Czech Republic","Faculty of Informatics, Masaryk University, Brno, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics, Masaryk University, Botanick\u00e1 68a, 60200, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261"]},{"raw_affiliation_string":"Faculty of Informatics, Masaryk University, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005015118","display_name":"Jaroslav O\u013eha","orcid":"https://orcid.org/0000-0003-1824-468X"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]},{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jaroslav Ol\u2019ha","raw_affiliation_strings":["Institute of Computer Science, Masaryk University, Brno, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Masaryk University, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261","https://openalex.org/I4210155092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089216324","display_name":"Ji\u0159\u00ed Filipovi\u010d","orcid":"https://orcid.org/0000-0002-5703-9673"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]},{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Ji\u0159\u00ed Filipovi\u010d","raw_affiliation_strings":["Institute of Computer Science, Masaryk University, Botanick\u00e1 68a, 60200, Brno, Czech Republic","Institute of Computer Science, Masaryk University, Brno, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Masaryk University, Botanick\u00e1 68a, 60200, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261","https://openalex.org/I4210155092"]},{"raw_affiliation_string":"Institute of Computer Science, Masaryk University, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261","https://openalex.org/I4210155092"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5089216324"],"corresponding_institution_ids":["https://openalex.org/I21449261","https://openalex.org/I4210155092"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.2776,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75219824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"105","issue":"11","first_page":"2389","last_page":"2417"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10857","display_name":"Advanced Electron Microscopy Techniques and Applications","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1315","display_name":"Structural Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10857","display_name":"Advanced Electron Microscopy Techniques and Applications","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1315","display_name":"Structural Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9916999936103821,"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"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9904000163078308,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8840469121932983},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.47705212235450745},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4683372974395752},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4356972873210907},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.4332415759563446},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.42988133430480957},{"id":"https://openalex.org/keywords/central-processing-unit","display_name":"Central processing unit","score":0.4281785488128662},{"id":"https://openalex.org/keywords/viewport","display_name":"Viewport","score":0.4173591434955597},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3392907977104187},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32750949263572693},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.20239761471748352},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1778009831905365},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16768121719360352},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.16570118069648743}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8840469121932983},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.47705212235450745},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4683372974395752},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4356972873210907},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.4332415759563446},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.42988133430480957},{"id":"https://openalex.org/C49154492","wikidata":"https://www.wikidata.org/wiki/Q5300","display_name":"Central processing unit","level":2,"score":0.4281785488128662},{"id":"https://openalex.org/C2778090530","wikidata":"https://www.wikidata.org/wiki/Q2523931","display_name":"Viewport","level":2,"score":0.4173591434955597},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3392907977104187},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32750949263572693},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.20239761471748352},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1778009831905365},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16768121719360352},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.16570118069648743},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00607-023-01190-w","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s00607-023-01190-w","pdf_url":null,"source":{"id":"https://openalex.org/S35593046","display_name":"Computing","issn_l":"0010-485X","issn":["0010-485X","1436-5057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing","raw_type":"journal-article"},{"id":"pmh:oai:digital.csic.es:10261/364100","is_oa":false,"landing_page_url":"http://hdl.handle.net/10261/364100","pdf_url":null,"source":{"id":"https://openalex.org/S4306400616","display_name":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134820265","host_organization_name":"Consejo Superior de Investigaciones Cient\u00edficas","host_organization_lineage":["https://openalex.org/I134820265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"http://purl.org/coar/resource_type/c_6501"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2616093455","display_name":null,"funder_award_id":"713673","funder_id":"https://openalex.org/F4320338337","funder_display_name":"H2020 Marie Sk\u0142odowska-Curie Actions"},{"id":"https://openalex.org/G5470076797","display_name":null,"funder_award_id":"LM2018140","funder_id":"https://openalex.org/F4320321005","funder_display_name":"Ministerstvo \u0160kolstv\u00ed, Ml\u00e1de\u017ee a T\u011blov\u00fdchovy"},{"id":"https://openalex.org/G5924749439","display_name":null,"funder_award_id":"LCF/BQ/DI18/11660021","funder_id":"https://openalex.org/F4320312058","funder_display_name":"\u201cla Caixa\u201d Foundation"},{"id":"https://openalex.org/G7900911279","display_name":null,"funder_award_id":"S2017/BMD-3817","funder_id":"https://openalex.org/F4320313831","funder_display_name":"Comunidad de Madrid"}],"funders":[{"id":"https://openalex.org/F4320312058","display_name":"\u201cla Caixa\u201d Foundation","ror":"https://ror.org/03zhx9h04"},{"id":"https://openalex.org/F4320313831","display_name":"Comunidad de Madrid","ror":null},{"id":"https://openalex.org/F4320321005","display_name":"Ministerstvo \u0160kolstv\u00ed, Ml\u00e1de\u017ee a T\u011blov\u00fdchovy","ror":"https://ror.org/037n8p820"},{"id":"https://openalex.org/F4320338337","display_name":"H2020 Marie Sk\u0142odowska-Curie Actions","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W634494034","https://openalex.org/W1967518986","https://openalex.org/W2003183734","https://openalex.org/W2056784365","https://openalex.org/W2087440962","https://openalex.org/W2092703362","https://openalex.org/W2100218206","https://openalex.org/W2104512032","https://openalex.org/W2121893797","https://openalex.org/W2146757372","https://openalex.org/W2149360962","https://openalex.org/W2473966159","https://openalex.org/W2547058949","https://openalex.org/W2587625522","https://openalex.org/W2604487429","https://openalex.org/W2766943539","https://openalex.org/W2783728688","https://openalex.org/W2791258966","https://openalex.org/W2887327791","https://openalex.org/W2898099374","https://openalex.org/W2899714098","https://openalex.org/W2905595989","https://openalex.org/W2922025187","https://openalex.org/W2922203751","https://openalex.org/W2977933365","https://openalex.org/W2981558812","https://openalex.org/W3008278996","https://openalex.org/W3037050395","https://openalex.org/W3037365501","https://openalex.org/W3048408968","https://openalex.org/W3206275591","https://openalex.org/W4205190765","https://openalex.org/W4361029907"],"related_works":["https://openalex.org/W2598944200","https://openalex.org/W1936382095","https://openalex.org/W2559348759","https://openalex.org/W4317790246","https://openalex.org/W2992303576","https://openalex.org/W2124331456","https://openalex.org/W4318602434","https://openalex.org/W2470372437","https://openalex.org/W4386530547","https://openalex.org/W764538942"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}