{"id":"https://openalex.org/W2040285774","doi":"https://doi.org/10.1177/1094342013488260","title":"Feature-based analysis of large-scale spatio-temporal sensor data on hybrid architectures","display_name":"Feature-based analysis of large-scale spatio-temporal sensor data on hybrid architectures","publication_year":2013,"publication_date":"2013-06-09","ids":{"openalex":"https://openalex.org/W2040285774","doi":"https://doi.org/10.1177/1094342013488260","mag":"2040285774","pmid":"https://pubmed.ncbi.nlm.nih.gov/28496298"},"language":"en","primary_location":{"id":"doi:10.1177/1094342013488260","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342013488260","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/1565093","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072946826","display_name":"Joel Saltz","orcid":"https://orcid.org/0000-0002-3451-2165"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Joel H. Saltz","raw_affiliation_strings":["Center for Comprehensive Informatics and Biomedical Informatics Department, Emory University, USA"],"affiliations":[{"raw_affiliation_string":"Center for Comprehensive Informatics and Biomedical Informatics Department, Emory University, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076465098","display_name":"George Teodoro","orcid":"https://orcid.org/0000-0001-6289-3914"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George Teodoro","raw_affiliation_strings":["Center for Comprehensive Informatics and Biomedical Informatics Department, Emory University, USA"],"affiliations":[{"raw_affiliation_string":"Center for Comprehensive Informatics and Biomedical Informatics Department, Emory University, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105460573","display_name":"Tony Pan","orcid":"https://orcid.org/0000-0001-7945-6534"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tony Pan","raw_affiliation_strings":["Center for Comprehensive Informatics and Biomedical Informatics Department, Emory University, USA"],"affiliations":[{"raw_affiliation_string":"Center for Comprehensive Informatics and Biomedical Informatics Department, Emory University, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034820084","display_name":"Lee Cooper","orcid":"https://orcid.org/0000-0002-3504-4965"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lee A.D. Cooper","raw_affiliation_strings":["Center for Comprehensive Informatics and Biomedical Informatics Department, Emory University, USA"],"affiliations":[{"raw_affiliation_string":"Center for Comprehensive Informatics and Biomedical Informatics Department, Emory University, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066949209","display_name":"Jun Kong","orcid":"https://orcid.org/0000-0001-8757-8339"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Kong","raw_affiliation_strings":["Center for Comprehensive Informatics and Biomedical Informatics Department, Emory University, USA"],"affiliations":[{"raw_affiliation_string":"Center for Comprehensive Informatics and Biomedical Informatics Department, Emory University, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030373337","display_name":"Scott Klasky","orcid":"https://orcid.org/0000-0003-3559-5772"},"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":"Scott Klasky","raw_affiliation_strings":["Scientific Data Group, Oak Ridge National Laboratory, USA"],"affiliations":[{"raw_affiliation_string":"Scientific Data Group, Oak Ridge National Laboratory, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037383891","display_name":"Tahsin Kur\u00e7","orcid":"https://orcid.org/0000-0001-9237-4306"},"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/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tahsin M. Kurc","raw_affiliation_strings":["Center for Comprehensive Informatics and Biomedical Informatics Department, Emory University, USA","Scientific Data Group, Oak Ridge National Laboratory, USA"],"affiliations":[{"raw_affiliation_string":"Center for Comprehensive Informatics and Biomedical Informatics Department, Emory University, USA","institution_ids":["https://openalex.org/I150468666"]},{"raw_affiliation_string":"Scientific Data Group, Oak Ridge National Laboratory, USA","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5072946826"],"corresponding_institution_ids":["https://openalex.org/I150468666"],"apc_list":null,"apc_paid":null,"fwci":2.6599,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.90757362,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"27","issue":"3","first_page":"263","last_page":"272"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.998199999332428,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9941999912261963,"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":0.7626734375953674},{"id":"https://openalex.org/keywords/middleware","display_name":"Middleware (distributed applications)","score":0.6344694495201111},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6210229992866516},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5359386205673218},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5098811388015747},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3403562903404236},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.08082857728004456}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7626734375953674},{"id":"https://openalex.org/C169468491","wikidata":"https://www.wikidata.org/wiki/Q146923","display_name":"Middleware (distributed applications)","level":2,"score":0.6344694495201111},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6210229992866516},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5359386205673218},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5098811388015747},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3403562903404236},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.08082857728004456},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1177/1094342013488260","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342013488260","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"},{"id":"pmid:28496298","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28496298","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The international journal of high performance computing applications","raw_type":null},{"id":"pmh:oai:europepmc.org:4270977","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5423684","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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:osti.gov:1565093","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1565093","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:1565093","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1565093","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},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1429309946","https://openalex.org/W1545133475","https://openalex.org/W1548779692","https://openalex.org/W1560921369","https://openalex.org/W1835488933","https://openalex.org/W1945028620","https://openalex.org/W1969617278","https://openalex.org/W1999354630","https://openalex.org/W2003987120","https://openalex.org/W2032613563","https://openalex.org/W2044213522","https://openalex.org/W2051075107","https://openalex.org/W2057298723","https://openalex.org/W2058476421","https://openalex.org/W2094271094","https://openalex.org/W2108648154","https://openalex.org/W2108724135","https://openalex.org/W2113364578","https://openalex.org/W2113933145","https://openalex.org/W2120480077","https://openalex.org/W2121508706","https://openalex.org/W2121893797","https://openalex.org/W2122747952","https://openalex.org/W2131330578","https://openalex.org/W2133338501","https://openalex.org/W2145494871","https://openalex.org/W2157355837","https://openalex.org/W2253807446","https://openalex.org/W2559997609","https://openalex.org/W2916764703","https://openalex.org/W3144493974"],"related_works":["https://openalex.org/W2152253641","https://openalex.org/W4246585869","https://openalex.org/W2118085316","https://openalex.org/W2051814050","https://openalex.org/W296067813","https://openalex.org/W1680720215","https://openalex.org/W2031558046","https://openalex.org/W2196225265","https://openalex.org/W2169667823","https://openalex.org/W2092189923"],"abstract_inverted_index":{"Analysis":[0],"of":[1,21,29,39,59,62,73],"large":[2,60,77],"sensor":[3],"datasets":[4],"for":[5],"structural":[6],"and":[7,17,24,35,70],"functional":[8],"features":[9],"has":[10],"applications":[11],"in":[12,76],"many":[13],"domains,":[14],"including":[15],"weather":[16],"climate":[18],"modeling,":[19],"characterization":[20],"subsurface":[22],"reservoirs,":[23],"biomedicine.":[25],"The":[26],"vast":[27],"amount":[28],"data":[30,69],"obtained":[31],"from":[32],"state-of-the-art":[33],"sensors":[34],"the":[36,68],"computational":[37],"cost":[38],"analysis":[40],"operations":[41],"create":[42],"a":[43],"barrier":[44],"to":[45,56,66],"such":[46],"analyses.":[47],"In":[48],"this":[49],"paper,":[50],"we":[51],"describe":[52],"middleware":[53],"system":[54],"support":[55],"take":[57],"advantage":[58],"clusters":[61],"hybrid":[63],"CPU-GPU":[64],"nodes":[65],"address":[67],"compute-intensive":[71],"requirements":[72],"feature-based":[74],"analyses":[75],"spatio-temporal":[78],"datasets.":[79]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}