{"id":"https://openalex.org/W2171436656","doi":"https://doi.org/10.1145/1454115.1454122","title":"Feature selection and policy optimization for distributed instruction placement using reinforcement learning","display_name":"Feature selection and policy optimization for distributed instruction placement using reinforcement learning","publication_year":2008,"publication_date":"2008-10-25","ids":{"openalex":"https://openalex.org/W2171436656","doi":"https://doi.org/10.1145/1454115.1454122","mag":"2171436656"},"language":"en","primary_location":{"id":"doi:10.1145/1454115.1454122","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1454115.1454122","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th international conference on Parallel architectures and compilation techniques","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/A5058111491","display_name":"Katherine E. Coons","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Katherine E. Coons","raw_affiliation_strings":["University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066430432","display_name":"Behnam Robatmili","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Behnam Robatmili","raw_affiliation_strings":["University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070914351","display_name":"Matthew E. Taylor","orcid":"https://orcid.org/0000-0001-8946-0211"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew E. Taylor","raw_affiliation_strings":["University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062134603","display_name":"Bertrand A. Maher","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bertrand A. Maher","raw_affiliation_strings":["University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067337700","display_name":"Doug Burger","orcid":"https://orcid.org/0009-0006-6588-6596"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Doug Burger","raw_affiliation_strings":["University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087054368","display_name":"Kathryn S. McKinley","orcid":"https://orcid.org/0000-0002-7188-2501"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kathryn S. McKinley","raw_affiliation_strings":["University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5058111491"],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":2.7556,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.9161183,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"32","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9975000023841858,"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":0.9975000023841858,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8817355632781982},{"id":"https://openalex.org/keywords/dataflow","display_name":"Dataflow","score":0.8621443510055542},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6932336688041687},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.5985803008079529},{"id":"https://openalex.org/keywords/compile-time","display_name":"Compile time","score":0.5631264448165894},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5297363996505737},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.5195544362068176},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4661385416984558},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46373310685157776},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4341018795967102},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4263670742511749},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.37393832206726074},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.16047403216362},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11628404259681702},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11551892757415771},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10794037580490112}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8817355632781982},{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.8621443510055542},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6932336688041687},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.5985803008079529},{"id":"https://openalex.org/C200833197","wikidata":"https://www.wikidata.org/wiki/Q333707","display_name":"Compile time","level":3,"score":0.5631264448165894},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5297363996505737},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.5195544362068176},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4661385416984558},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46373310685157776},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4341018795967102},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4263670742511749},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.37393832206726074},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.16047403216362},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11628404259681702},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11551892757415771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10794037580490112},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1145/1454115.1454122","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1454115.1454122","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th international conference on Parallel architectures and compilation techniques","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.140.1629","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.140.1629","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.utexas.edu/~beroy/papers/pact08_neat.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.140.1889","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.140.1889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.utexas.edu/~mtaylor/Publications/PACT08-coons.ps","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.140.2587","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.140.2587","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.utexas.edu/~mtaylor/Publications/PACT08-coons.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.140.2852","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.140.2852","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.utexas.edu/users/coonske/publications/pact08_neat.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.149.419","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.149.419","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.utexas.edu/users/bmaher/pubs/pact08.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.46000000834465027,"display_name":"Quality Education"}],"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":34,"referenced_works":["https://openalex.org/W1521790034","https://openalex.org/W1570448133","https://openalex.org/W1584183132","https://openalex.org/W1967846636","https://openalex.org/W1997161306","https://openalex.org/W2005985523","https://openalex.org/W2016628444","https://openalex.org/W2060533244","https://openalex.org/W2096232175","https://openalex.org/W2104283600","https://openalex.org/W2111935653","https://openalex.org/W2116299797","https://openalex.org/W2118937112","https://openalex.org/W2119053738","https://openalex.org/W2119537359","https://openalex.org/W2124290836","https://openalex.org/W2132194070","https://openalex.org/W2134218813","https://openalex.org/W2135046866","https://openalex.org/W2135957668","https://openalex.org/W2143124065","https://openalex.org/W2144271506","https://openalex.org/W2153027931","https://openalex.org/W2154332652","https://openalex.org/W2156286566","https://openalex.org/W2156417149","https://openalex.org/W2167209023","https://openalex.org/W2168519934","https://openalex.org/W2781777051","https://openalex.org/W2792788354","https://openalex.org/W2966207845","https://openalex.org/W4206504442","https://openalex.org/W6747177036","https://openalex.org/W7039202648"],"related_works":["https://openalex.org/W2371266106","https://openalex.org/W2164604526","https://openalex.org/W2117382851","https://openalex.org/W3006505070","https://openalex.org/W2382449560","https://openalex.org/W2767298477","https://openalex.org/W2110432562","https://openalex.org/W2019189970","https://openalex.org/W2119121861","https://openalex.org/W2018720121"],"abstract_inverted_index":{"Communication":[0],"overheads":[1,22,59,74],"are":[2],"one":[3,46],"of":[4,15,26,109],"the":[5,13,24,54,94,124,131],"fundamental":[6],"challenges":[7],"in":[8,41,75],"a":[9,18,50,61,79,85,107],"multiprocessor":[10],"system.":[11],"As":[12],"number":[14],"processors":[16],"on":[17,49],"chip":[19],"increases,":[20],"communication":[21,58,73],"and":[23,28],"distribution":[25],"computation":[27],"data":[29],"become":[30],"increasingly":[31],"important":[32],"performance":[33],"factors.":[34],"Explicit":[35],"Dataflow":[36],"Graph":[37],"Execution":[38],"(EDGE)":[39],"processors,":[40],"which":[42],"instructions":[43],"communicate":[44],"with":[45,84,113,130],"another":[47],"directly":[48],"distributed":[51],"substrate,":[52],"give":[53],"compiler":[55],"control":[56],"over":[57],"at":[60],"fine":[62],"granularity.":[63],"Prior":[64],"work":[65],"shows":[66],"that":[67,123],"compilers":[68],"can":[69],"effectively":[70],"reduce":[71],"fine-grained":[72],"EDGE":[76],"architectures":[77],"using":[78],"spatial":[80],"instruction":[81],"placement":[82,126],"algorithm":[83,91],"heuristic-based":[86],"cost":[87,95],"function.":[88],"While":[89],"this":[90],"is":[92],"effective,":[93],"function":[96],"must":[97],"be":[98],"painstakingly":[99],"tuned.":[100],"Heuristics":[101],"tuned":[102],"to":[103,116],"perform":[104],"well":[105],"across":[106],"variety":[108],"applications":[110],"leave":[111],"users":[112],"little":[114],"ability":[115],"tune":[117],"performance-critical":[118],"applications,":[119],"yet":[120],"we":[121],"find":[122],"best":[125],"heuristics":[127],"vary":[128],"significantly":[129],"application.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}