{"id":"https://openalex.org/W3205831022","doi":"https://doi.org/10.1145/3468144","title":"Apache Nemo: A Framework for Optimizing Distributed Data Processing","display_name":"Apache Nemo: A Framework for Optimizing Distributed Data Processing","publication_year":2020,"publication_date":"2020-11-30","ids":{"openalex":"https://openalex.org/W3205831022","doi":"https://doi.org/10.1145/3468144","mag":"3205831022"},"language":"en","primary_location":{"id":"doi:10.1145/3468144","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3468144","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3468144","source":{"id":"https://openalex.org/S193109227","display_name":"ACM Transactions on Computer Systems","issn_l":"0734-2071","issn":["0734-2071","1557-7333"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computer Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3468144","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004695340","display_name":"Won Wook Song","orcid":"https://orcid.org/0000-0002-8530-2184"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Won Wook Song","raw_affiliation_strings":["Seoul National University, Seoul, Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, Rep. of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073650020","display_name":"Youngseok Yang","orcid":"https://orcid.org/0000-0001-6246-8790"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youngseok Yang","raw_affiliation_strings":["Seoul National University, Seoul, Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, Rep. of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031052035","display_name":"Jeongyoon Eo","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeongyoon Eo","raw_affiliation_strings":["Seoul National University, Seoul, Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, Rep. of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001433023","display_name":"Jangho Seo","orcid":"https://orcid.org/0000-0003-0231-3978"},"institutions":[{"id":"https://openalex.org/I60922564","display_name":"Naver (South Korea)","ror":"https://ror.org/04nzrnx83","country_code":"KR","type":"company","lineage":["https://openalex.org/I60922564"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jangho Seo","raw_affiliation_strings":["Naver Corporation, Gyeonggi-do, Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Naver Corporation, Gyeonggi-do, Rep. of Korea","institution_ids":["https://openalex.org/I60922564"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100741456","display_name":"Joo Yeon Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joo Yeon Kim","raw_affiliation_strings":["Samsung Electronics, Seoul, Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Seoul, Rep. of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101421510","display_name":"Sanha Lee","orcid":"https://orcid.org/0000-0002-1125-9814"},"institutions":[{"id":"https://openalex.org/I60922564","display_name":"Naver (South Korea)","ror":"https://ror.org/04nzrnx83","country_code":"KR","type":"company","lineage":["https://openalex.org/I60922564"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sanha Lee","raw_affiliation_strings":["Naver Corporation, Gyeonggi-do, Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Naver Corporation, Gyeonggi-do, Rep. of Korea","institution_ids":["https://openalex.org/I60922564"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028578890","display_name":"Gyewon Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gyewon Lee","raw_affiliation_strings":["Seoul National University, Seoul, Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, Rep. of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041189187","display_name":"Taegeon Um","orcid":"https://orcid.org/0000-0002-4372-6712"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taegeon Um","raw_affiliation_strings":["Seoul National University, Seoul, Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, Rep. of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018007443","display_name":"Haeyoon Cho","orcid":"https://orcid.org/0000-0001-6201-6081"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Haeyoon Cho","raw_affiliation_strings":["Seoul National University, Seoul, Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, Rep. of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083084972","display_name":"Byung-Gon Chun","orcid":"https://orcid.org/0000-0002-9863-7186"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byung-Gon Chun","raw_affiliation_strings":["Seoul National University, Seoul, Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, Rep. of Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5004695340"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":null,"apc_paid":null,"fwci":0.2785,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7213283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"38","issue":"3-4","first_page":"1","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9986000061035156,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9962999820709229,"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":0.9070013165473938},{"id":"https://openalex.org/keywords/dataflow","display_name":"Dataflow","score":0.8941633105278015},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.6828096508979797},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6401981115341187},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.618208646774292},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.5766104459762573},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4412020146846771},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.41412073373794556},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.36395061016082764},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.35907262563705444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9070013165473938},{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.8941633105278015},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.6828096508979797},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6401981115341187},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.618208646774292},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.5766104459762573},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4412020146846771},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.41412073373794556},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.36395061016082764},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.35907262563705444},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3468144","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3468144","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3468144","source":{"id":"https://openalex.org/S193109227","display_name":"ACM Transactions on Computer Systems","issn_l":"0734-2071","issn":["0734-2071","1557-7333"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computer Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3468144","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3468144","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3468144","source":{"id":"https://openalex.org/S193109227","display_name":"ACM Transactions on Computer Systems","issn_l":"0734-2071","issn":["0734-2071","1557-7333"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computer Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1559343570","display_name":null,"funder_award_id":"4199990214639","funder_id":"https://openalex.org/F4320321292","funder_display_name":"Seoul National University"},{"id":"https://openalex.org/G1821537739","display_name":null,"funder_award_id":"4199990214639","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G30685149","display_name":null,"funder_award_id":"BK21 FOUR","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321292","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542"},{"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/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3205831022.pdf","grobid_xml":"https://content.openalex.org/works/W3205831022.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1497089183","https://openalex.org/W1969299781","https://openalex.org/W1970789322","https://openalex.org/W1993892970","https://openalex.org/W2020369684","https://openalex.org/W2021932022","https://openalex.org/W2023035194","https://openalex.org/W2038412523","https://openalex.org/W2045063824","https://openalex.org/W2054141820","https://openalex.org/W2076164405","https://openalex.org/W2080427212","https://openalex.org/W2081804145","https://openalex.org/W2082171780","https://openalex.org/W2097484305","https://openalex.org/W2100830825","https://openalex.org/W2122370965","https://openalex.org/W2124011064","https://openalex.org/W2126583885","https://openalex.org/W2129542763","https://openalex.org/W2133475758","https://openalex.org/W2140509629","https://openalex.org/W2141267666","https://openalex.org/W2153185479","https://openalex.org/W2153889808","https://openalex.org/W2160756430","https://openalex.org/W2336721351","https://openalex.org/W2342249984","https://openalex.org/W2521140588","https://openalex.org/W2606552463","https://openalex.org/W2793081219","https://openalex.org/W2798457757","https://openalex.org/W2892597164"],"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/W4252501555","https://openalex.org/W2003848320","https://openalex.org/W2150836909"],"abstract_inverted_index":{"Optimizing":[0],"scheduling":[1],"and":[2,10,50,95,119,130],"communication":[3],"of":[4,46,101,114],"distributed":[5,30,85],"data":[6,11],"processing":[7,87],"for":[8,15,84,92,99,144],"resource":[9],"characteristics":[12],"is":[13,151],"crucial":[14],"achieving":[16],"high":[17,93],"performance.":[18],"Existing":[19],"approaches":[20],"to":[21,36,56,107],"such":[22],"optimizations":[23,132],"largely":[24],"fall":[25],"into":[26],"two":[27],"categories.":[28],"First,":[29],"runtimes":[31,142],"provide":[32,73],"low-level":[33],"policy":[34,59],"interfaces":[35,60],"apply":[37],"the":[38,44],"optimizations,":[39],"but":[40,70],"do":[41,71],"not":[42,72],"ensure":[43,68],"maintenance":[45],"correct":[47],"application":[48,65],"semantics":[49],"thus":[51],"often":[52],"require":[53],"significant":[54],"effort":[55],"use.":[57,102],"Second,":[58],"that":[61,88,126,133],"extend":[62],"a":[63,145],"high-level":[64],"programming":[66],"model":[67],"correctness,":[69],"sufficient":[74],"fine":[75,90],"control.":[76],"We":[77,103],"describe":[78],"Apache":[79,149,157],"Nemo,":[80],"an":[81,111,156],"optimization":[82,117],"framework":[83],"dataflow":[86],"provides":[89],"control":[91],"performance":[94,135],"also":[96],"ensures":[97],"correctness":[98],"ease":[100],"combine":[104],"several":[105],"techniques":[106],"achieve":[108],"this,":[109],"including":[110],"intermediate":[112],"representation":[113],"dataflow,":[115],"compiler":[116],"passes,":[118],"runtime":[120],"extensions.":[121],"Our":[122],"evaluation":[123],"results":[124],"show":[125],"Nemo":[127,150],"enables":[128],"composable":[129],"reusable":[131],"bring":[134],"improvements":[136],"on":[137],"par":[138],"with":[139],"existing":[140],"specialized":[141],"tailored":[143],"specific":[146],"deployment":[147],"scenario.":[148],"open-sourced":[152],"at":[153],"https://nemo.apache.org":[154],"as":[155],"incubator":[158],"project.":[159]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-23T08:51:43.019350","created_date":"2025-10-10T00:00:00"}
