{"id":"https://openalex.org/W1896356261","doi":"https://doi.org/10.1109/clade.2005.1520907","title":"Automatic selection of loop scheduling algorithms using reinforcement learning","display_name":"Automatic selection of loop scheduling algorithms using reinforcement learning","publication_year":2005,"publication_date":"2005-10-24","ids":{"openalex":"https://openalex.org/W1896356261","doi":"https://doi.org/10.1109/clade.2005.1520907","mag":"1896356261"},"language":"en","primary_location":{"id":"doi:10.1109/clade.2005.1520907","is_oa":false,"landing_page_url":"https://doi.org/10.1109/clade.2005.1520907","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CLADE 2005. Proceedings Challenges of Large Applications in Distributed Environments, 2005.","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000693519","display_name":"S. Dhandayuthapani","orcid":null},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"S. Dhandayuthapani","raw_affiliation_strings":["Department of Computer Science and Engineering, Mississippi State University, USA","Mississippi State University, Mississippi State, MS, US"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Mississippi State University, USA","institution_ids":["https://openalex.org/I99041443"]},{"raw_affiliation_string":"Mississippi State University, Mississippi State, MS, US","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098496133","display_name":"l. Banicescu","orcid":null},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"l. Banicescu","raw_affiliation_strings":["Dept. of Comput. Sci. & Eng., Mississippi State Univ., USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Comput. Sci. & Eng., Mississippi State Univ., USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113514335","display_name":"R.L. Carino","orcid":null},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R.L. Carino","raw_affiliation_strings":["Center for Computational Sciences-ERC, Mississippi State University, MS, USA"],"affiliations":[{"raw_affiliation_string":"Center for Computational Sciences-ERC, Mississippi State University, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031193472","display_name":"Eric A. Hansen","orcid":"https://orcid.org/0000-0002-8445-2375"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E. Hansen","raw_affiliation_strings":["Department of Computer Science and Engineering, Mississippi State University, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Mississippi State University, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080499419","display_name":"J.R. Pabico","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"J.R. Pabico","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101511354","display_name":"Mohammad Mamunur Rashid","orcid":"https://orcid.org/0009-0000-8992-125X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Rashid","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5000693519"],"corresponding_institution_ids":["https://openalex.org/I99041443"],"apc_list":null,"apc_paid":null,"fwci":0.2595,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.62285,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"87","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9975000023841858,"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":0.9975000023841858,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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":0.9919000267982483,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8212270736694336},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8043946623802185},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6264424324035645},{"id":"https://openalex.org/keywords/loop","display_name":"Loop (graph theory)","score":0.5722846388816833},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.5423344969749451},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4450412094593048},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3538116216659546},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34196117520332336},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32054874300956726},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2012569010257721}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8212270736694336},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8043946623802185},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6264424324035645},{"id":"https://openalex.org/C184670325","wikidata":"https://www.wikidata.org/wiki/Q512604","display_name":"Loop (graph theory)","level":2,"score":0.5722846388816833},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.5423344969749451},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4450412094593048},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3538116216659546},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34196117520332336},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32054874300956726},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2012569010257721},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/clade.2005.1520907","is_oa":false,"landing_page_url":"https://doi.org/10.1109/clade.2005.1520907","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CLADE 2005. Proceedings Challenges of Large Applications in Distributed Environments, 2005.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W22097538","https://openalex.org/W32403112","https://openalex.org/W285009719","https://openalex.org/W1491843047","https://openalex.org/W1492936035","https://openalex.org/W1542941925","https://openalex.org/W1557421897","https://openalex.org/W1595634327","https://openalex.org/W1757461448","https://openalex.org/W1851669975","https://openalex.org/W1969524198","https://openalex.org/W1979071892","https://openalex.org/W1981895320","https://openalex.org/W1997478115","https://openalex.org/W2009533501","https://openalex.org/W2041367235","https://openalex.org/W2048226872","https://openalex.org/W2083734282","https://openalex.org/W2088090735","https://openalex.org/W2097321380","https://openalex.org/W2103626435","https://openalex.org/W2107726111","https://openalex.org/W2112483970","https://openalex.org/W2118717320","https://openalex.org/W2126753236","https://openalex.org/W2131600418","https://openalex.org/W2143291413","https://openalex.org/W2144954020","https://openalex.org/W2150303942","https://openalex.org/W2155911090","https://openalex.org/W2157720571","https://openalex.org/W2181001039","https://openalex.org/W2198041288","https://openalex.org/W2229076839","https://openalex.org/W2787259794","https://openalex.org/W3011120880","https://openalex.org/W3205126614","https://openalex.org/W4214717370","https://openalex.org/W4245108548","https://openalex.org/W6629236817","https://openalex.org/W6642635492"],"related_works":["https://openalex.org/W2487162673","https://openalex.org/W2793211469","https://openalex.org/W2949152769","https://openalex.org/W4372354731","https://openalex.org/W2942366970","https://openalex.org/W2807634898","https://openalex.org/W1692008701","https://openalex.org/W2597588799","https://openalex.org/W4360593462","https://openalex.org/W3204654320"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,42,57,65,76,81,84,87,92,102,124,128,133,137,140,144,148],"design":[4],"and":[5,41,131],"implementation":[6],"of":[7,35,86,91,104,115,121,127,139,147],"a":[8,33,61,70,74],"reinforcement":[9],"learning":[10,63,66,93,134],"agent":[11,67,94,135,141],"that":[12],"automatically":[13],"selects":[14,72],"appropriate":[15],"loop":[16,51,71,82],"scheduling":[17,78],"algorithms":[18],"for":[19,80],"parallel":[20,145],"loops":[21,37,43],"embedded":[22],"in":[23,38,142],"time-stepping":[24],"scientific":[25],"applications":[26],"executing":[27],"on":[28,123],"clusters.":[29],"There":[30],"may":[31,44,53],"be":[32],"number":[34],"such":[36],"an":[39,108],"application,":[40],"have":[45],"different":[46],"load":[47],"balancing":[48],"requirements.":[49],"Further,":[50],"characteristics":[52],"also":[54],"change":[55],"as":[56],"application":[58,109],"progresses.":[59],"Following":[60],"model-free":[62],"approach,":[64],"assigned":[68],"to":[69],"from":[73,111],"library":[75],"best":[77],"algorithm":[79],"during":[83],"lifetime":[85],"application.":[88],"The":[89],"utility":[90],"is":[95],"demonstrated":[96],"by":[97],"its":[98],"successful":[99],"integration":[100],"into":[101],"simulation":[103,129],"wave":[105],"packets":[106],"-":[107],"arising":[110],"quantum":[112],"mechanics.":[113],"Results":[114],"statistical":[116],"analysis":[117],"using":[118],"pairwise":[119],"comparison":[120],"means":[122],"running":[125],"time":[126],"with":[130],"without":[132],"validate":[136],"effectiveness":[138],"improving":[143],"performance":[146],"simulation.":[149]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
