{"id":"https://openalex.org/W2811445847","doi":"https://doi.org/10.23919/mipro.2018.8400031","title":"Modular supercomputing design supporting machine learning applications","display_name":"Modular supercomputing design supporting machine learning applications","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2811445847","doi":"https://doi.org/10.23919/mipro.2018.8400031","mag":"2811445847"},"language":"en","primary_location":{"id":"doi:10.23919/mipro.2018.8400031","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro.2018.8400031","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)","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/A5030473792","display_name":"Ernir Erlingsson","orcid":"https://orcid.org/0000-0003-2867-6291"},"institutions":[{"id":"https://openalex.org/I165368041","display_name":"University of Iceland","ror":"https://ror.org/01db6h964","country_code":"IS","type":"education","lineage":["https://openalex.org/I165368041"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"E. Erlingsson","raw_affiliation_strings":["University of Iceland, School of Natural Sciences and Engineering, Reykjavik, Iceland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Iceland, School of Natural Sciences and Engineering, Reykjavik, Iceland","institution_ids":["https://openalex.org/I165368041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058680339","display_name":"Gabriele Cavallaro","orcid":"https://orcid.org/0000-0002-3239-9904"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"G. Cavallaro","raw_affiliation_strings":["Forschungszentrum Juelich, Juelich Supercomputing Centre, Juelich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Forschungszentrum Juelich, Juelich Supercomputing Centre, Juelich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021438679","display_name":"Andreas Galonska","orcid":"https://orcid.org/0000-0002-7847-616X"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"A. Galonska","raw_affiliation_strings":["Forschungszentrum Juelich, Juelich Supercomputing Centre, Juelich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Forschungszentrum Juelich, Juelich Supercomputing Centre, Juelich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008220787","display_name":"Morris Riedel","orcid":"https://orcid.org/0000-0003-1810-9330"},"institutions":[{"id":"https://openalex.org/I165368041","display_name":"University of Iceland","ror":"https://ror.org/01db6h964","country_code":"IS","type":"education","lineage":["https://openalex.org/I165368041"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"M. Riedel","raw_affiliation_strings":["University of Iceland, School of Natural Sciences and Engineering, Reykjavik, Iceland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Iceland, School of Natural Sciences and Engineering, Reykjavik, Iceland","institution_ids":["https://openalex.org/I165368041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087299678","display_name":"Helmut Neukirchen","orcid":"https://orcid.org/0000-0001-8595-3748"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"H. Neukirchen","raw_affiliation_strings":["Forschungszentrum Juelich, Juelich Supercomputing Centre, Juelich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Forschungszentrum Juelich, Juelich Supercomputing Centre, Juelich, Germany","institution_ids":["https://openalex.org/I171892758"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"0159","last_page":"0163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9746999740600586,"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/T10057","display_name":"Face and Expression Recognition","score":0.9715999960899353,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/supercomputer","display_name":"Supercomputer","score":0.8126802444458008},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7838553190231323},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.7122796773910522},{"id":"https://openalex.org/keywords/blueprint","display_name":"Blueprint","score":0.6257818937301636},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5789162516593933},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5738197565078735},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4961000382900238},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.46579229831695557},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4110540747642517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39106547832489014},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3459491729736328},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.19757488369941711},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1856445074081421}],"concepts":[{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.8126802444458008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7838553190231323},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.7122796773910522},{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.6257818937301636},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5789162516593933},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5738197565078735},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4961000382900238},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.46579229831695557},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4110540747642517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39106547832489014},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3459491729736328},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.19757488369941711},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1856445074081421},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/mipro.2018.8400031","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro.2018.8400031","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)","raw_type":"proceedings-article"},{"id":"pmh:oai:juser.fz-juelich.de:851271","is_oa":false,"landing_page_url":"http://juser.fz-juelich.de/record/851271","pdf_url":null,"source":{"id":"https://openalex.org/S4306401090","display_name":"JuSER (Forschungszentrum J\u00fclich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I171892758","host_organization_name":"Forschungszentrum J\u00fclich","host_organization_lineage":["https://openalex.org/I171892758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE 0159-0163 (2018). doi:10.23919/MIPRO.2018.8400031","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2117990954","https://openalex.org/W2119821739","https://openalex.org/W2153635508","https://openalex.org/W2249907689","https://openalex.org/W2508058002","https://openalex.org/W2586785995","https://openalex.org/W2901325163","https://openalex.org/W3010845351","https://openalex.org/W4239510810","https://openalex.org/W6677732001","https://openalex.org/W6775398002"],"related_works":["https://openalex.org/W4304620183","https://openalex.org/W2384575798","https://openalex.org/W2007211730","https://openalex.org/W2265189214","https://openalex.org/W2766654718","https://openalex.org/W2379378785","https://openalex.org/W4396600116","https://openalex.org/W1975337239","https://openalex.org/W1971312788","https://openalex.org/W3082320119"],"abstract_inverted_index":{"The":[0,30,123,165],"DEEP-EST":[1,132],"(DEEP":[2],"-":[3],"Extreme":[4],"Scale":[5],"Technologies)":[6],"project":[7],"designs":[8],"and":[9,53,92,120,140,181,194],"creates":[10],"a":[11,47],"Modular":[12],"Supercomputer":[13],"Architecture":[14],"(MSA)":[15],"whereby":[16],"each":[17],"module":[18],"has":[19],"different":[20,41,51,171],"characteristics":[21],"to":[22,104,145],"serve":[23],"as":[24,200],"blueprint":[25],"for":[26],"future":[27],"exascale":[28],"systems.":[29,164],"design":[31],"of":[32,46,50,97,129,151,158,162,173],"these":[33],"modules":[34,133,193],"is":[35,103],"driven":[36],"by":[37,136],"scientific":[38,94],"applications":[39],"from":[40,118],"domains":[42],"that":[43,85,169],"take":[44],"advantage":[45],"wide":[48],"variety":[49],"functionalities":[52],"technologies":[54],"in":[55,71,89,100,143],"High":[56],"Performance":[57],"Computing":[58],"(HPC)":[59],"systems":[60],"today.":[61],"In":[62],"this":[63,65,137],"context,":[64],"paper":[66,124,166],"focuses":[67],"on":[68,112],"machine":[69],"learning":[70],"the":[72,98,130,149,152,156,159,170,174,190,201],"remote":[73,101],"sensing":[74,102],"application":[75,139,153],"domain":[76],"but":[77,154],"uses":[78],"methods":[79],"like":[80],"Support":[81],"Vector":[82],"Machines":[83],"(SVMs)":[84],"are":[86,134],"also":[87,155],"used":[88,142],"life":[90],"sciences":[91],"other":[93],"fields.":[95],"One":[96],"challenges":[99],"classify":[105],"land":[106],"cover":[107],"into":[108],"distinct":[109],"classes":[110],"based":[111],"multi-spectral":[113],"or":[114],"hyper-spectral":[115],"datasets":[116],"obtained":[117],"airborne":[119],"satellite":[121],"sensors.":[122],"therefore":[125],"describes":[126],"how":[127],"several":[128],"innovative":[131],"co-designed":[135],"particular":[138],"subsequently":[141],"order":[144],"not":[146],"only":[147],"improve":[148],"performance":[150],"utilization":[157],"next":[160],"generation":[161,180],"HPC":[163],"results":[167],"show":[168],"phases":[172],"classification":[175],"technique":[176],"(i.e.":[177],"training,":[178],"model":[179],"storing,":[182],"testing,":[183],"etc.)":[184],"can":[185],"be":[186],"nicely":[187],"distributed":[188],"across":[189],"various":[191],"cluster":[192],"thus":[195],"leverage":[196],"unique":[197],"functionality":[198],"such":[199],"Network":[202],"Attached":[203],"Memory":[204],"(NAM).":[205]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}