{"id":"https://openalex.org/W2944441685","doi":"https://doi.org/10.1002/cpe.5305","title":"Performance analysis and optimization for scalable deployment of deep learning models for country\u2010scale settlement mapping on Titan supercomputer","display_name":"Performance analysis and optimization for scalable deployment of deep learning models for country\u2010scale settlement mapping on Titan supercomputer","publication_year":2019,"publication_date":"2019-05-08","ids":{"openalex":"https://openalex.org/W2944441685","doi":"https://doi.org/10.1002/cpe.5305","mag":"2944441685"},"language":"en","primary_location":{"id":"doi:10.1002/cpe.5305","is_oa":false,"landing_page_url":"https://doi.org/10.1002/cpe.5305","pdf_url":null,"source":{"id":"https://openalex.org/S11065456","display_name":"Concurrency and Computation Practice and Experience","issn_l":"1532-0626","issn":["1532-0626","1532-0634"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Concurrency and Computation: Practice and Experience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1511944","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025725109","display_name":"Kuldeep Kurte","orcid":"https://orcid.org/0000-0001-5797-7654"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kuldeep Kurte","raw_affiliation_strings":["Computational Sciences and Engineering Division Oak Ridge National Laboratory  Tennessee","Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Tennessee","Kuldeep Kurte, Computational Sciences and Engineering Division, Oak Ridge National Laboratory, One Bethel Valley Road, PO Box 2008, Oak Ridge, TN 37831-6324","Email: [email protected]"],"affiliations":[{"raw_affiliation_string":"Computational Sciences and Engineering Division Oak Ridge National Laboratory  Tennessee","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Tennessee","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Kuldeep Kurte, Computational Sciences and Engineering Division, Oak Ridge National Laboratory, One Bethel Valley Road, PO Box 2008, Oak Ridge, TN 37831-6324","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Email: [email protected]","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010678395","display_name":"Jibonananda Sanyal","orcid":"https://orcid.org/0000-0002-7789-3199"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jibonananda Sanyal","raw_affiliation_strings":["Computational Sciences and Engineering Division Oak Ridge National Laboratory  Tennessee","Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Tennessee"],"affiliations":[{"raw_affiliation_string":"Computational Sciences and Engineering Division Oak Ridge National Laboratory  Tennessee","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Tennessee","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015051311","display_name":"Andy Berres","orcid":"https://orcid.org/0000-0002-6048-4313"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anne Berres","raw_affiliation_strings":["Computational Sciences and Engineering Division Oak Ridge National Laboratory  Tennessee","Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Tennessee"],"affiliations":[{"raw_affiliation_string":"Computational Sciences and Engineering Division Oak Ridge National Laboratory  Tennessee","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Tennessee","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083948807","display_name":"Dalton Lunga","orcid":"https://orcid.org/0000-0003-0054-1141"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]},{"id":"https://openalex.org/I4210159324","display_name":"National Security Technologies (United States)","ror":"https://ror.org/05fss0456","country_code":"US","type":"company","lineage":["https://openalex.org/I4210159324"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dalton Lunga","raw_affiliation_strings":["National Security Emerging Technologies Division Oak Ridge National Laboratory  Tennessee","National Security Emerging Technologies Division, Oak Ridge National Laboratory, Tennessee"],"affiliations":[{"raw_affiliation_string":"National Security Emerging Technologies Division Oak Ridge National Laboratory  Tennessee","institution_ids":["https://openalex.org/I1289243028","https://openalex.org/I4210159324"]},{"raw_affiliation_string":"National Security Emerging Technologies Division, Oak Ridge National Laboratory, Tennessee","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068431797","display_name":"Mark Coletti","orcid":"https://orcid.org/0000-0003-1020-531X"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]},{"id":"https://openalex.org/I4210159324","display_name":"National Security Technologies (United States)","ror":"https://ror.org/05fss0456","country_code":"US","type":"company","lineage":["https://openalex.org/I4210159324"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Coletti","raw_affiliation_strings":["National Security Emerging Technologies Division Oak Ridge National Laboratory  Tennessee","National Security Emerging Technologies Division, Oak Ridge National Laboratory, Tennessee"],"affiliations":[{"raw_affiliation_string":"National Security Emerging Technologies Division Oak Ridge National Laboratory  Tennessee","institution_ids":["https://openalex.org/I1289243028","https://openalex.org/I4210159324"]},{"raw_affiliation_string":"National Security Emerging Technologies Division, Oak Ridge National Laboratory, Tennessee","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024089585","display_name":"H. Lexie Yang","orcid":"https://orcid.org/0000-0003-2252-6778"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]},{"id":"https://openalex.org/I4210159324","display_name":"National Security Technologies (United States)","ror":"https://ror.org/05fss0456","country_code":"US","type":"company","lineage":["https://openalex.org/I4210159324"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hsiuhan Lexie Yang","raw_affiliation_strings":["National Security Emerging Technologies Division Oak Ridge National Laboratory  Tennessee","National Security Emerging Technologies Division, Oak Ridge National Laboratory, Tennessee"],"affiliations":[{"raw_affiliation_string":"National Security Emerging Technologies Division Oak Ridge National Laboratory  Tennessee","institution_ids":["https://openalex.org/I1289243028","https://openalex.org/I4210159324"]},{"raw_affiliation_string":"National Security Emerging Technologies Division, Oak Ridge National Laboratory, Tennessee","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051880248","display_name":"Daniel Graves","orcid":"https://orcid.org/0000-0001-9730-7217"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Graves","raw_affiliation_strings":["Computational Sciences and Engineering Division Oak Ridge National Laboratory  Tennessee","Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Tennessee"],"affiliations":[{"raw_affiliation_string":"Computational Sciences and Engineering Division Oak Ridge National Laboratory  Tennessee","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Tennessee","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023630707","display_name":"Benjamin Liebersohn","orcid":null},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Liebersohn","raw_affiliation_strings":["Computational Sciences and Engineering Division Oak Ridge National Laboratory  Tennessee","Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Tennessee"],"affiliations":[{"raw_affiliation_string":"Computational Sciences and Engineering Division Oak Ridge National Laboratory  Tennessee","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Tennessee","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058650259","display_name":"Amy Rose","orcid":"https://orcid.org/0000-0003-1597-0301"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]},{"id":"https://openalex.org/I4210159324","display_name":"National Security Technologies (United States)","ror":"https://ror.org/05fss0456","country_code":"US","type":"company","lineage":["https://openalex.org/I4210159324"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amy Rose","raw_affiliation_strings":["National Security Emerging Technologies Division Oak Ridge National Laboratory  Tennessee","National Security Emerging Technologies Division, Oak Ridge National Laboratory, Tennessee"],"affiliations":[{"raw_affiliation_string":"National Security Emerging Technologies Division Oak Ridge National Laboratory  Tennessee","institution_ids":["https://openalex.org/I1289243028","https://openalex.org/I4210159324"]},{"raw_affiliation_string":"National Security Emerging Technologies Division, Oak Ridge National Laboratory, Tennessee","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5025725109"],"corresponding_institution_ids":["https://openalex.org/I1289243028"],"apc_list":{"value":4740,"currency":"USD","value_usd":4740},"apc_paid":null,"fwci":0.9065,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.7811595,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"31","issue":"20","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9979000091552734,"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":0.9979000091552734,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9972000122070312,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9958000183105469,"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/workflow","display_name":"Workflow","score":0.8246131539344788},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.8236039876937866},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7999489307403564},{"id":"https://openalex.org/keywords/titan","display_name":"Titan (rocket family)","score":0.7510277032852173},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6922406554222107},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5944247841835022},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5774062275886536},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.565223753452301},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.45920851826667786},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4180555045604706},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3439169228076935},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.23674002289772034},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.21975761651992798},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.20257335901260376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1455000340938568},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09452423453330994}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8246131539344788},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.8236039876937866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7999489307403564},{"id":"https://openalex.org/C50805821","wikidata":"https://www.wikidata.org/wiki/Q1136670","display_name":"Titan (rocket family)","level":2,"score":0.7510277032852173},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6922406554222107},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5944247841835022},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5774062275886536},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.565223753452301},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.45920851826667786},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4180555045604706},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3439169228076935},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.23674002289772034},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.21975761651992798},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.20257335901260376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1455000340938568},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09452423453330994},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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":3,"locations":[{"id":"doi:10.1002/cpe.5305","is_oa":false,"landing_page_url":"https://doi.org/10.1002/cpe.5305","pdf_url":null,"source":{"id":"https://openalex.org/S11065456","display_name":"Concurrency and Computation Practice and Experience","issn_l":"1532-0626","issn":["1532-0626","1532-0634"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Concurrency and Computation: Practice and Experience","raw_type":"journal-article"},{"id":"pmh:oai:osti.gov:1511755","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1511755","pdf_url":"https://www.osti.gov/servlets/purl/1511944","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},{"id":"pmh:oai:osti.gov:1511944","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1511944","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1511755","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1511755","pdf_url":"https://www.osti.gov/servlets/purl/1511944","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G1489425746","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G1528409558","display_name":null,"funder_award_id":"No. DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G1645119126","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G1719536385","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2042897603","display_name":null,"funder_award_id":"DE-AC05-00OR2272","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"},{"id":"https://openalex.org/G2296932962","display_name":null,"funder_award_id":"DE-AC05-00OR227","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G3049477530","display_name":null,"funder_award_id":"Contract No. DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G3299391273","display_name":null,"funder_award_id":"E-AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G4423657506","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G4617282320","display_name":null,"funder_award_id":"No. DE-AC05-00OR227","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G4694431782","display_name":null,"funder_award_id":"DE-AC05-00OR2272","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G4957472368","display_name":null,"funder_award_id":". DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G5726405315","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G6129992089","display_name":null,"funder_award_id":"DE-AC05-","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"},{"id":"https://openalex.org/G6486853205","display_name":null,"funder_award_id":"Contract No. DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G6488227018","display_name":null,"funder_award_id":"DE-AC05-00OR227","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G675320460","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G6864165199","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G6911681599","display_name":null,"funder_award_id":"No. DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G691578896","display_name":null,"funder_award_id":"DE-AC05-00OR2272","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G7114708214","display_name":null,"funder_award_id":"DE-AC05-00OR2272","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G7340972926","display_name":null,"funder_award_id":"other","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G7769062580","display_name":null,"funder_award_id":"No. DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"},{"id":"https://openalex.org/G7995982022","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8269158468","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G8414908677","display_name":null,"funder_award_id":"DE-AC0","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8799952057","display_name":null,"funder_award_id":"DE-AC05-00OR22","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8813984943","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"},{"id":"https://openalex.org/G8906985441","display_name":null,"funder_award_id":"00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8943143067","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306250","display_name":"Battelle","ror":"https://ror.org/01h5tnr73"},{"id":"https://openalex.org/F4320316892","display_name":"UT-Battelle","ror":"https://ror.org/04nza6677"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320338287","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2944441685.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1623132472","https://openalex.org/W1667652561","https://openalex.org/W1966411833","https://openalex.org/W1976827068","https://openalex.org/W2013629274","https://openalex.org/W2028097790","https://openalex.org/W2033656974","https://openalex.org/W2061421991","https://openalex.org/W2067191022","https://openalex.org/W2088291494","https://openalex.org/W2095687521","https://openalex.org/W2122444634","https://openalex.org/W2133046454","https://openalex.org/W2134337515","https://openalex.org/W2248723555","https://openalex.org/W2513383847","https://openalex.org/W2514858538","https://openalex.org/W2526250128","https://openalex.org/W2542246435","https://openalex.org/W2546865567","https://openalex.org/W2553559765","https://openalex.org/W2557174605","https://openalex.org/W2626315415","https://openalex.org/W2725897987","https://openalex.org/W2765739551","https://openalex.org/W2767077319","https://openalex.org/W2768844421","https://openalex.org/W2773920963","https://openalex.org/W2776462702","https://openalex.org/W2787614951","https://openalex.org/W2790156244","https://openalex.org/W2790741584","https://openalex.org/W2803946774","https://openalex.org/W2804199516","https://openalex.org/W2810004461","https://openalex.org/W2821976686","https://openalex.org/W2962911728"],"related_works":["https://openalex.org/W2408545863","https://openalex.org/W643179351","https://openalex.org/W2905265805","https://openalex.org/W2740469715","https://openalex.org/W2162805293","https://openalex.org/W2064207836","https://openalex.org/W2025174650","https://openalex.org/W2478963093","https://openalex.org/W2013629274","https://openalex.org/W4226366561"],"abstract_inverted_index":{"Summary":[0],"This":[1],"paper":[2],"presents":[3],"a":[4,40,117,126,172],"scalable":[5],"object":[6],"detection":[7],"workflow":[8,25,50,58,124],"for":[9,32],"detecting":[10],"objects,":[11],"such":[12,65,109,150],"as":[13,66,125,151],"settlements,":[14],"from":[15],"remotely":[16],"sensed":[17],"(RS)":[18],"imagery.":[19],"We":[20],"have":[21,164],"successfully":[22],"deployed":[23],"this":[24,161],"on":[26],"Titan":[27,202],"supercomputer":[28],"and":[29,70,84,157,178],"utilized":[30],"it":[31,55],"the":[33,49,106,123,131,142,189,201],"task":[34],"of":[35,45,141,175,181,186,188,191,200],"mapping":[36],"human":[37],"settlement":[38],"at":[39],"country":[41],"scale.":[42],"The":[43,57,139],"performance":[44,140],"various":[46,60,148],"stages":[47],"in":[48,122,147,193],"was":[51,102,120,145],"analyzed":[52],"before":[53],"making":[54],"operational.":[56],"implemented":[59],"strategies":[61,144],"to":[62,74,81,129,135],"address":[63],"issues":[64],"suboptimal":[67],"resource":[68],"utilization":[69],"long\u2010tail":[71],"effects":[72],"due":[73,80,134],"unbalanced":[75],"image":[76,107],"workload,":[77],"data":[78,132,168],"loss":[79],"runtime":[82,137],"failures,":[83],"maximum":[85],"wall\u2010time":[86],"constraints":[87],"imposed":[88],"by":[89],"Titan's":[90],"job":[91],"scheduling":[92],"policy.":[93],"A":[94],"mean":[95],"shift":[96],"clustering\u2013based":[97],"static":[98],"load":[99,108],"balancing":[100],"strategy":[101,119],"implemented,":[103],"which":[104],"partitions":[105],"that":[110,170],"each":[111],"partition":[112],"contained":[113],"similar\u2010sized":[114],"images.":[115],"Furthermore,":[116],"checkpoint\u2010restart":[118],"added":[121],"fault\u2010tolerance":[127],"mechanism":[128],"prevent":[130],"losses":[133],"unforeseen":[136],"failures.":[138],"above\u2010mentioned":[143],"observed":[146],"scenarios,":[149],"node":[152],"failure,":[153],"exceeding":[154],"wall":[155],"time,":[156],"successful":[158],"completion.":[159],"Using":[160],"workflow,":[162],"we":[163],"processed":[165],"an":[166],"RS":[167],"set":[169],"has":[171],"spatial":[173],"resolution":[174],"0.31":[176],"m":[177],"is":[179],"comprised":[180],"685":[182],"675":[183],"km":[184],"2":[185],"area":[187],"Republic":[190],"Zambia":[192],"under":[194],"six":[195],"hours":[196],"using":[197],"5426":[198],"nodes":[199],"supercomputer.":[203]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
