{"id":"https://openalex.org/W2964183735","doi":"https://doi.org/10.1109/access.2019.2929800","title":"<i>EXTES</i>: An <i>Ex</i>ecution-<i>T</i>ime <i>E</i>stimation <i>S</i>cheme for Efficient Computational Science and Engineering Simulation via Machine Learning","display_name":"<i>EXTES</i>: An <i>Ex</i>ecution-<i>T</i>ime <i>E</i>stimation <i>S</i>cheme for Efficient Computational Science and Engineering Simulation via Machine Learning","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2964183735","doi":"https://doi.org/10.1109/access.2019.2929800","mag":"2964183735"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2929800","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2929800","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08766089.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08766089.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039392900","display_name":"Seounghyeon Kim","orcid":"https://orcid.org/0000-0002-7910-7884"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Seounghyeon Kim","raw_affiliation_strings":["School of Computer Science and Engineering, Kyungpook National University, Daegu, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Kyungpook National University, Daegu, South Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101626811","display_name":"Young\u2010Kyoon Suh","orcid":"https://orcid.org/0000-0003-3124-2566"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Young-Kyoon Suh","raw_affiliation_strings":["School of Computer Science and Engineering, Kyungpook National University, Daegu, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Kyungpook National University, Daegu, South Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100612600","display_name":"Jee-Young Kim","orcid":"https://orcid.org/0000-0001-9380-948X"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeeyoung Kim","raw_affiliation_strings":["Center of Self-Organizing Software Platform, Kyungpook National University, Daegu, South Korea"],"affiliations":[{"raw_affiliation_string":"Center of Self-Organizing Software Platform, Kyungpook National University, Daegu, South Korea","institution_ids":["https://openalex.org/I31419693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039392900"],"corresponding_institution_ids":["https://openalex.org/I31419693"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.6402,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.93810125,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"98993","last_page":"99002"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9997000098228455,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9879999756813049,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9843000173568726,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8554139137268066},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.6114718914031982},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5594075918197632},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.5196741223335266},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44626516103744507},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.43626832962036133},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.41563478112220764},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38372451066970825},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3492962121963501},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.24600672721862793}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8554139137268066},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.6114718914031982},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5594075918197632},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.5196741223335266},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44626516103744507},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.43626832962036133},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.41563478112220764},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38372451066970825},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3492962121963501},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24600672721862793},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2929800","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2929800","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08766089.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d83ee8d2903e4cbf933a61a0fc3b7229","is_oa":true,"landing_page_url":"https://doaj.org/article/d83ee8d2903e4cbf933a61a0fc3b7229","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 98993-99002 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2929800","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2929800","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08766089.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G1577046994","display_name":null,"funder_award_id":"2018R1A6A1A03025109","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G1854029191","display_name":null,"funder_award_id":"NRF-2018R1C1B6006409","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G2584457256","display_name":null,"funder_award_id":"NRF-2018R1A6A1A03025109","funder_id":"https://openalex.org/F4320311687","funder_display_name":"Ministry of Education"},{"id":"https://openalex.org/G2693902825","display_name":null,"funder_award_id":"NRF-2018R1A6A1A03025109","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3034753964","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G342704958","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3942910960","display_name":null,"funder_award_id":"(NRF) grant","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6147391432","display_name":null,"funder_award_id":"21A20131600005","funder_id":"https://openalex.org/F4320321272","funder_display_name":"Kyungpook National University"},{"id":"https://openalex.org/G7289947941","display_name":null,"funder_award_id":"NRF-2018R1A6A1A03025109","funder_id":"https://openalex.org/F4320322105","funder_display_name":"Korea Institute of Science and Technology Information"},{"id":"https://openalex.org/G7685055460","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G982292920","display_name":null,"funder_award_id":"NRF-20","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G999415801","display_name":null,"funder_award_id":"21A20131600005","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320311687","display_name":"Ministry of Education","ror":"https://ror.org/03m01yf64"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321272","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130"},{"id":"https://openalex.org/F4320322105","display_name":"Korea Institute of Science and Technology Information","ror":"https://ror.org/01k4yrm29"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320337407","display_name":"Division of Human Resource Development","ror":"https://ror.org/03mamvh39"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2964183735.pdf","grobid_xml":"https://content.openalex.org/works/W2964183735.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1973723602","https://openalex.org/W2123998733","https://openalex.org/W2136206988","https://openalex.org/W2202483651","https://openalex.org/W2487723904","https://openalex.org/W2559932280","https://openalex.org/W2604858411","https://openalex.org/W2624147939","https://openalex.org/W2744316982","https://openalex.org/W2771782805","https://openalex.org/W2782796222","https://openalex.org/W2884745705","https://openalex.org/W4250558055"],"related_works":["https://openalex.org/W4321442002","https://openalex.org/W2015265939","https://openalex.org/W2284072287","https://openalex.org/W4231704780","https://openalex.org/W2611067230","https://openalex.org/W2480201319","https://openalex.org/W2387706296","https://openalex.org/W2155788121","https://openalex.org/W4235469518","https://openalex.org/W4386582991"],"abstract_inverted_index":{"In":[0,47,154,185],"recent":[1],"years,":[2],"computational":[3],"science":[4],"and":[5,36,71,133,139,194],"engineering":[6],"(CSE)":[7],"simulations":[8,45,70,85],"using":[9,103],"high-performance":[10],"computing":[11,75],"resources":[12,76],"are":[13,77],"actively":[14],"exploited":[15],"to":[16,22,86,143],"solve":[17],"complex":[18,35],"domain-specific":[19],"problems.":[20],"Thanks":[21],"the":[23,29,63,73,84,121,137,145,155,186,188,192],"remarkable":[24],"advance":[25],"of":[26,67,117,127,136,182],"IT":[27],"technology,":[28],"CSE":[30,111,183],"community":[31],"is":[32,196],"challenging":[33],"more":[34,108],"difficult":[37],"problems":[38],"than":[39],"ever":[40],"before,":[41],"by":[42,79,191],"running":[43],"these":[44,141],"online.":[46],"this":[48],"regard,":[49],"we":[50,93],"often":[51],"witness":[52],"that":[53,82],"1)":[54],"online":[55,110],"simulation":[56,159,176],"users":[57],"suffer":[58],"from":[59,130,179],"knowing":[60],"little":[61],"about":[62,165],"estimated":[64],"termination":[65],"time":[66,98,147,172],"their":[68],"launched":[69],"2)":[72],"limited":[74],"squandered":[78],"wrong":[80],"input":[81,150],"leads":[83],"run":[87],"forever.":[88],"To":[89],"address":[90],"such":[91],"issues,":[92],"propose":[94],"a":[95,114,125,134,180],"novel":[96],"execution":[97,146,171],"estimation":[99,173,195],"scheme,":[100],"termed":[101],"EXTES,":[102],"machine":[104],"learning":[105],"techniques":[106],"for":[107,148,152],"efficient":[109],"simulations.":[112,153],"With":[113],"large":[115],"amount":[116],"existing":[118],"provenance":[119],"data,":[120,160],"EXTES":[122],"scheme":[123],"trains":[124],"suite":[126],"models":[128,142,163],"rooted":[129],"classification,":[131],"regression,":[132],"hybrid":[135],"two":[138],"utilize":[140],"estimate":[144],"specified":[149],"parameters":[151],"experiments":[156],"on":[157,168],"real":[158],"our":[161],"proposed":[162],"achieved":[164],"73%":[166],"accuracy":[167],"average":[169],"in":[170],"across":[174],"16":[175],"programs":[177],"taken":[178],"variety":[181],"fields.":[184],"meantime,":[187],"overhead":[189],"incurred":[190],"training":[193],"almost":[197],"negligible.":[198]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-16T09:10:04.655348","created_date":"2025-10-10T00:00:00"}
