{"id":"https://openalex.org/W2095621348","doi":"https://doi.org/10.1109/ipdps.2009.5161165","title":"Toward adjoinable MPI","display_name":"Toward adjoinable MPI","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2095621348","doi":"https://doi.org/10.1109/ipdps.2009.5161165","mag":"2095621348"},"language":"en","primary_location":{"id":"doi:10.1109/ipdps.2009.5161165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdps.2009.5161165","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Symposium on Parallel &amp; Distributed Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1721.1/58833","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060826513","display_name":"Jean Utke","orcid":"https://orcid.org/0000-0002-3377-1990"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]},{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]},{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jean Utke","raw_affiliation_strings":["Argonne National Laboratory, Argonne, IL, USA","University of Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Argonne, IL, USA","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166","https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034294283","display_name":"Laurent Hasco\u00ebt","orcid":"https://orcid.org/0000-0002-5361-0713"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210106545","display_name":"Research Centre Inria Sophia Antipolis - M\u00e9diterran\u00e9e","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Hascoet","raw_affiliation_strings":["INRIA Sophia-Antipolis, Valbonne, France"],"affiliations":[{"raw_affiliation_string":"INRIA Sophia-Antipolis, Valbonne, France","institution_ids":["https://openalex.org/I4210106545","https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058612077","display_name":"Patrick Heimbach","orcid":"https://orcid.org/0000-0003-3925-6161"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Patrick Heimbach","raw_affiliation_strings":["EAPS, MIT, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"EAPS, MIT, Cambridge, MA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009795502","display_name":"Chris Hill","orcid":"https://orcid.org/0000-0003-3417-9056"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chris Hill","raw_affiliation_strings":["EAPS, MIT, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"EAPS, MIT, Cambridge, MA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067040957","display_name":"Paul Hovland","orcid":"https://orcid.org/0000-0002-0907-2567"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paul Hovland","raw_affiliation_strings":["EAPS, MIT, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"EAPS, MIT, Cambridge, MA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030827713","display_name":"Uwe Naumann","orcid":"https://orcid.org/0000-0002-7518-5922"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Uwe Naumann","raw_affiliation_strings":["Department of Computer Science, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5060826513"],"corresponding_institution_ids":["https://openalex.org/I1282105669","https://openalex.org/I39422238","https://openalex.org/I40347166"],"apc_list":null,"apc_paid":null,"fwci":2.66,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.89157521,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11405","display_name":"Geophysics and Gravity Measurements","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11405","display_name":"Geophysics and Gravity Measurements","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9829000234603882,"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/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dataflow","display_name":"Dataflow","score":0.8904110193252563},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8406499624252319},{"id":"https://openalex.org/keywords/automatic-differentiation","display_name":"Automatic differentiation","score":0.7524666786193848},{"id":"https://openalex.org/keywords/message-passing","display_name":"Message passing","score":0.5143993496894836},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5042117834091187},{"id":"https://openalex.org/keywords/forcing","display_name":"Forcing (mathematics)","score":0.477678120136261},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4598473310470581},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.45015189051628113},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44708049297332764},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.41774046421051025},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3990557789802551},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3572506010532379}],"concepts":[{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.8904110193252563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8406499624252319},{"id":"https://openalex.org/C133512626","wikidata":"https://www.wikidata.org/wiki/Q787371","display_name":"Automatic differentiation","level":3,"score":0.7524666786193848},{"id":"https://openalex.org/C854659","wikidata":"https://www.wikidata.org/wiki/Q1859284","display_name":"Message passing","level":2,"score":0.5143993496894836},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5042117834091187},{"id":"https://openalex.org/C197115733","wikidata":"https://www.wikidata.org/wiki/Q1003136","display_name":"Forcing (mathematics)","level":2,"score":0.477678120136261},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4598473310470581},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.45015189051628113},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44708049297332764},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.41774046421051025},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3990557789802551},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3572506010532379},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.0},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ipdps.2009.5161165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdps.2009.5161165","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Symposium on Parallel &amp; Distributed Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/58833","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/58833","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE","raw_type":"http://purl.org/eprint/type/JournalArticle"},{"id":"pmh:oai:publications.rwth-aachen.de:444084","is_oa":false,"landing_page_url":"https://publications.rwth-aachen.de/record/444084","pdf_url":null,"source":{"id":"https://openalex.org/S4306401033","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2009 IEEE International Symposium on Parallel & Distributed Processing : (IPDPS 2009); Rome, Italy, 23 - 29 May 2009 / by Computer Society Technical Committee on Parallel Processing; Institute of Electrical and Electronics Engineers. - Vol. 1-5<br/>2009 IEEE International Symposium on Parallel & Distributed Processing, IPDPS 2009, Rome, Italy, 2009-05-23 - 2009-05-29","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:dspace.mit.edu:1721.1/58833","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/58833","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE","raw_type":"http://purl.org/eprint/type/JournalArticle"},"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G1116540683","display_name":null,"funder_award_id":"DE-AC02-06CH11","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G1844751952","display_name":null,"funder_award_id":"DE-AC02_06CH11357","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G2754454295","display_name":null,"funder_award_id":"DE-AC02-06CH11357.","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G3000213308","display_name":null,"funder_award_id":"DE-AC02-06CH113","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G3801222974","display_name":null,"funder_award_id":"DE-AC02-06CH1135","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G498139845","display_name":null,"funder_award_id":"DE-AC02","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G6352361788","display_name":null,"funder_award_id":"DE-AC02-06CH11357","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"},{"id":"https://openalex.org/G650626725","display_name":null,"funder_award_id":"E-AC02-06CH11357","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G6918803902","display_name":null,"funder_award_id":"06CH11357","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G8143874970","display_name":null,"funder_award_id":"AC02-06CH11357","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320337506","display_name":"Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W175147596","https://openalex.org/W191103954","https://openalex.org/W1540853796","https://openalex.org/W1569254270","https://openalex.org/W1585773866","https://openalex.org/W1787035062","https://openalex.org/W2032904810","https://openalex.org/W2036606513","https://openalex.org/W2037029831","https://openalex.org/W2059670821","https://openalex.org/W2080157491","https://openalex.org/W2101408754","https://openalex.org/W2103540310","https://openalex.org/W2111976683","https://openalex.org/W2478429860","https://openalex.org/W2545959355","https://openalex.org/W6607785641"],"related_works":["https://openalex.org/W2293118914","https://openalex.org/W2998381397","https://openalex.org/W4236419692","https://openalex.org/W3167919718","https://openalex.org/W4251718783","https://openalex.org/W2171015181","https://openalex.org/W4239447582","https://openalex.org/W2788637467","https://openalex.org/W2336344634","https://openalex.org/W1598048107"],"abstract_inverted_index":{"Automatic":[0],"differentiation":[1,64,73],"is":[2,21,45],"the":[3,36,91,99,104,119,122,125,144],"primary":[4],"means":[5],"of":[6,53,65,102,146],"obtaining":[7],"analytic":[8],"derivatives":[9],"from":[10],"a":[11,16,46,95,139],"numerical":[12],"model":[13,96,136],"given":[14],"as":[15,94,138],"computer":[17],"program.":[18],"Therefore,":[19],"it":[20],"an":[22],"essential":[23],"productivity":[24],"tool":[25,74],"in":[26],"numerous":[27],"computational":[28],"science":[29],"and":[30,82,84,117,128],"engineering":[31],"domains.":[32],"Computing":[33],"gradients":[34],"with":[35],"adjoint":[37,63,87],"(also":[38],"called":[39],"reverse)":[40],"mode":[41],"via":[42],"source":[43],"transformation":[44],"particularly":[47],"beneficial":[48],"but":[49],"also":[50],"challenging":[51],"use":[52,140],"automatic":[54,72],"differentiation.":[55],"To":[56],"date":[57],"only":[58],"ad":[59],"hoc":[60],"solutions":[61,112],"for":[62,121],"MPI":[66,123,126],"programs":[67],"have":[68],"been":[69],"available,":[70],"forcing":[71],"users":[75],"to":[76,113,142],"reason":[77],"about":[78],"parallel":[79],"communication":[80,88,92,108],"dataflow":[81],"dependencies":[83],"manually":[85],"develop":[86],"code.":[89],"Using":[90],"graph":[93],"we":[97],"characterize":[98],"principal":[100],"problems":[101],"adjoining":[103],"most":[105],"frequently":[106],"used":[107],"idioms.":[109],"We":[110],"propose":[111],"cover":[114],"these":[115],"idioms":[116],"consider":[118],"consequences":[120],"implementation,":[124],"user":[127],"MPI-aware":[129],"program":[130],"analysis.":[131],"The":[132],"MIT":[133],"general":[134],"circulation":[135],"serves":[137],"case":[141],"illustrate":[143],"viability":[145],"our":[147],"approach.":[148]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}