{"id":"https://openalex.org/W3045926139","doi":"https://doi.org/10.1109/bigdata50022.2020.9378050","title":"HeAT \u2013 a Distributed and GPU-accelerated Tensor Framework for Data Analytics","display_name":"HeAT \u2013 a Distributed and GPU-accelerated Tensor Framework for Data Analytics","publication_year":2020,"publication_date":"2020-12-10","ids":{"openalex":"https://openalex.org/W3045926139","doi":"https://doi.org/10.1109/bigdata50022.2020.9378050","mag":"3045926139"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata50022.2020.9378050","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9378050","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://publikationen.bibliothek.kit.edu/1000123473","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067996051","display_name":"Markus G\u00f6tz","orcid":"https://orcid.org/0000-0002-2233-1041"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Markus Gotz","raw_affiliation_strings":["Steinbuch Centre for Computing (SCC), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Steinbuch Centre for Computing (SCC), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024295845","display_name":"Charlotte Debus","orcid":"https://orcid.org/0000-0002-7156-2022"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Charlotte Debus","raw_affiliation_strings":["Institute for Software Technology (SC), German Aerospace Center (DLR), Cologne, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Software Technology (SC), German Aerospace Center (DLR), Cologne, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076509535","display_name":"Daniel Coquelin","orcid":"https://orcid.org/0000-0001-8552-5153"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]},{"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":"Daniel Coquelin","raw_affiliation_strings":["Institute of Bio- and Geosciences Agrosphere (IBG-3), Forschungszentrum J\u00fclich (FZJ), J\u00fclich, Germany","J\u00fclich Supercomputing Centre (JSC), Forschungszentrum J\u00fclich (FZJ), J\u00fclich, Germany","Steinbuch Centre for Computing (SCC), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Bio- and Geosciences Agrosphere (IBG-3), Forschungszentrum J\u00fclich (FZJ), J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]},{"raw_affiliation_string":"J\u00fclich Supercomputing Centre (JSC), Forschungszentrum J\u00fclich (FZJ), J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]},{"raw_affiliation_string":"Steinbuch Centre for Computing (SCC), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016852627","display_name":"Kai Krajsek","orcid":"https://orcid.org/0000-0003-3417-161X"},"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":"Kai Krajsek","raw_affiliation_strings":["J\u00fclich Supercomputing Centre (JSC), Forschungszentrum J\u00fclich (FZJ), J\u00fclich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"J\u00fclich Supercomputing Centre (JSC), Forschungszentrum J\u00fclich (FZJ), J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024715189","display_name":"Claudia Comito","orcid":null},"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":"Claudia Comito","raw_affiliation_strings":["J\u00fclich Supercomputing Centre (JSC), Forschungszentrum J\u00fclich (FZJ), J\u00fclich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"J\u00fclich Supercomputing Centre (JSC), Forschungszentrum J\u00fclich (FZJ), J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054117069","display_name":"Philipp Knechtges","orcid":"https://orcid.org/0000-0002-4849-0593"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp Knechtges","raw_affiliation_strings":["Institute for Software Technology (SC), German Aerospace Center (DLR), Cologne, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Software Technology (SC), German Aerospace Center (DLR), Cologne, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073438999","display_name":"Bj\u00f6rn Hagemeier","orcid":"https://orcid.org/0000-0003-1528-0933"},"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":"Bjorn Hagemeier","raw_affiliation_strings":["J\u00fclich Supercomputing Centre (JSC), Forschungszentrum J\u00fclich (FZJ), J\u00fclich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"J\u00fclich Supercomputing Centre (JSC), Forschungszentrum J\u00fclich (FZJ), J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035747744","display_name":"Michael Tarnawa","orcid":null},"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":"Michael Tarnawa","raw_affiliation_strings":["J\u00fclich Supercomputing Centre (JSC), Forschungszentrum J\u00fclich (FZJ), J\u00fclich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"J\u00fclich Supercomputing Centre (JSC), Forschungszentrum J\u00fclich (FZJ), J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022217983","display_name":"Simon Hanselmann","orcid":null},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Simon Hanselmann","raw_affiliation_strings":["Steinbuch Centre for Computing (SCC), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Steinbuch Centre for Computing (SCC), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015040829","display_name":"Martin Siggel","orcid":"https://orcid.org/0000-0002-3952-4659"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Siggel","raw_affiliation_strings":["Institute for Software Technology (SC), German Aerospace Center (DLR), Cologne, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Software Technology (SC), German Aerospace Center (DLR), Cologne, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070137241","display_name":"Achim Basermann","orcid":"https://orcid.org/0000-0003-3637-3231"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Achim Basermann","raw_affiliation_strings":["Institute for Software Technology (SC), German Aerospace Center (DLR), Cologne, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Software Technology (SC), German Aerospace Center (DLR), Cologne, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030034618","display_name":"Achim Streit","orcid":"https://orcid.org/0000-0002-5065-469X"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Achim Streit","raw_affiliation_strings":["Steinbuch Centre for Computing (SCC), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Steinbuch Centre for Computing (SCC), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5067996051"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":3.773,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.93893668,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"276","last_page":"287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9932000041007996,"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/T12303","display_name":"Tensor decomposition and applications","score":0.9832000136375427,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8653820753097534},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7024756669998169},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6565260291099548},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6266660690307617},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.608112096786499},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5695323348045349},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5637905597686768},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.51189124584198},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.48267510533332825},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.47313156723976135},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.4548892676830292},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.41962265968322754},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16697075963020325},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14608603715896606},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13879841566085815},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.1252312958240509},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12224242091178894},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07948431372642517}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8653820753097534},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7024756669998169},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6565260291099548},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6266660690307617},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.608112096786499},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5695323348045349},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5637905597686768},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.51189124584198},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.48267510533332825},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.47313156723976135},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.4548892676830292},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.41962265968322754},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16697075963020325},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14608603715896606},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13879841566085815},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.1252312958240509},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12224242091178894},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07948431372642517},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/bigdata50022.2020.9378050","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9378050","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:oai:EVASTAR-Karlsruhe.de:1000123473","is_oa":true,"landing_page_url":"https://publikationen.bibliothek.kit.edu/1000123473","pdf_url":null,"source":{"id":"https://openalex.org/S4306401992","display_name":"Repository KITopen (Karlsruhe Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102335020","host_organization_name":"Karlsruhe Institute of Technology","host_organization_lineage":["https://openalex.org/I102335020"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:arXiv.org:2007.13552","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.13552","pdf_url":"https://arxiv.org/pdf/2007.13552","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:elib.dlr.de:139096","is_oa":false,"landing_page_url":"https://elib.dlr.de/139096/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzbeitrag"},{"id":"doi:10.5445/ir/1000123473","is_oa":true,"landing_page_url":"https://doi.org/10.5445/ir/1000123473","pdf_url":null,"source":{"id":"https://openalex.org/S7407052948","display_name":"KITopen","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"report"}],"best_oa_location":{"id":"pmh:oai:EVASTAR-Karlsruhe.de:1000123473","is_oa":true,"landing_page_url":"https://publikationen.bibliothek.kit.edu/1000123473","pdf_url":null,"source":{"id":"https://openalex.org/S4306401992","display_name":"Repository KITopen (Karlsruhe Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102335020","host_organization_name":"Karlsruhe Institute of Technology","host_organization_lineage":["https://openalex.org/I102335020"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.46000000834465027}],"awards":[],"funders":[{"id":"https://openalex.org/F4320325698","display_name":"Helmholtz Association","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W160921400","https://openalex.org/W1606512765","https://openalex.org/W1656664476","https://openalex.org/W1985498261","https://openalex.org/W1988888548","https://openalex.org/W1995343013","https://openalex.org/W2028499920","https://openalex.org/W2045271686","https://openalex.org/W2101234009","https://openalex.org/W2112523971","https://openalex.org/W2116810533","https://openalex.org/W2117686912","https://openalex.org/W2125621954","https://openalex.org/W2127218421","https://openalex.org/W2132914434","https://openalex.org/W2146292423","https://openalex.org/W2150593711","https://openalex.org/W2154075138","https://openalex.org/W2156598245","https://openalex.org/W2173213060","https://openalex.org/W2186615578","https://openalex.org/W2245493112","https://openalex.org/W2340897893","https://openalex.org/W2527672088","https://openalex.org/W2542459869","https://openalex.org/W2751051839","https://openalex.org/W2787998955","https://openalex.org/W2950085081","https://openalex.org/W2970971581","https://openalex.org/W2977720775","https://openalex.org/W2984884442","https://openalex.org/W2997422264","https://openalex.org/W3000137827","https://openalex.org/W3003257820","https://openalex.org/W3016205154","https://openalex.org/W3103015699","https://openalex.org/W3103145119","https://openalex.org/W3120740533","https://openalex.org/W3138798301","https://openalex.org/W3209575515","https://openalex.org/W4295312788","https://openalex.org/W4301239768","https://openalex.org/W6636141497","https://openalex.org/W6675354045","https://openalex.org/W6678914141","https://openalex.org/W6686509673","https://openalex.org/W6748645090","https://openalex.org/W6766978945","https://openalex.org/W6768317493","https://openalex.org/W6893309950"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W1656096860","https://openalex.org/W2328547842","https://openalex.org/W2095928260","https://openalex.org/W2268149564","https://openalex.org/W1984739956","https://openalex.org/W2763312740"],"abstract_inverted_index":{"To":[0,59],"cope":[1],"with":[2,74],"the":[3,9,37,90,131],"rapid":[4],"growth":[5],"in":[6,29],"available":[7,39,127],"data,":[8],"efficiency":[10],"of":[11,125,145,150],"data":[12,135],"analysis":[13],"and":[14,88],"machine":[15],"learning":[16],"libraries":[17],"has":[18],"recently":[19],"received":[20],"increased":[21],"attention.":[22],"Although":[23],"great":[24],"advancements":[25],"have":[26],"been":[27],"made":[28,50],"traditional":[30],"array-based":[31,66],"computations,":[32,105],"most":[33],"are":[34],"limited":[35],"by":[36],"resources":[38],"on":[40,92],"a":[41,83,118],"single":[42],"computation":[43],"node.":[44],"Consequently,":[45],"novel":[46],"approaches":[47],"must":[48],"be":[49],"to":[51,121,133,139,147],"exploit":[52],"distributed":[53,56,134],"resources,":[54,128],"e.g.":[55],"memory":[57],"architectures.":[58],"this":[60],"end,":[61],"we":[62],"introduce":[63],"HeAT,":[64,113],"an":[65,75],"numerical":[67],"programming":[68],"framework":[69],"for":[70,117],"large-scale":[71],"parallel":[72],"processing":[73],"easy-to-use":[76],"NumPy-like":[77],"API.":[78],"HeAT":[79,142],"utilizes":[80],"PyTorch":[81],"as":[82,106,108],"node-local":[84],"eager":[85],"execution":[86],"engine":[87],"distributes":[89],"workload":[91],"arbitrarily":[93],"large":[94],"high-performance":[95],"computing":[96],"systems":[97],"via":[98],"MPI.":[99],"It":[100],"provides":[101],"both":[102],"low-level":[103],"array":[104],"well":[107],"assorted":[109],"higher-level":[110],"algorithms.":[111],"With":[112],"it":[114],"is":[115],"possible":[116],"NumPy":[119],"user":[120],"take":[122],"full":[123],"advantage":[124],"their":[126],"significantly":[129],"lowering":[130],"barrier":[132],"analysis.":[136],"When":[137],"compared":[138],"similar":[140],"frameworks,":[141],"achieves":[143],"speedups":[144],"up":[146],"two":[148],"orders":[149],"magnitude.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}