{"id":"https://openalex.org/W4327911839","doi":"https://doi.org/10.1145/3582016.3582037","title":"In-Network Aggregation with Transport Transparency for Distributed Training","display_name":"In-Network Aggregation with Transport Transparency for Distributed Training","publication_year":2023,"publication_date":"2023-03-20","ids":{"openalex":"https://openalex.org/W4327911839","doi":"https://doi.org/10.1145/3582016.3582037"},"language":"en","primary_location":{"id":"doi:10.1145/3582016.3582037","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3582016.3582037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3","raw_type":"proceedings-article"},"type":"conference-paper","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/A5026622212","display_name":"Shuo Liu","orcid":"https://orcid.org/0000-0002-3546-4070"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Liu","raw_affiliation_strings":["Huawei Technologies, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qiaoling Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiaoling Wang","raw_affiliation_strings":["Huawei Technologies, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100342762","display_name":"Junyi Zhang","orcid":"https://orcid.org/0009-0000-2310-0053"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junyi Zhang","raw_affiliation_strings":["Huawei Technologies, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031365162","display_name":"Wenfei Wu","orcid":"https://orcid.org/0000-0002-1357-3137"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenfei Wu","raw_affiliation_strings":["Peking University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027713769","display_name":"Qinliang Lin","orcid":"https://orcid.org/0000-0003-1386-8573"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinliang Lin","raw_affiliation_strings":["Huawei Technologies, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100620899","display_name":"Yao Liu","orcid":"https://orcid.org/0000-0003-2719-4055"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Liu","raw_affiliation_strings":["Sun Yat-sen University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101657359","display_name":"Meng Xu","orcid":"https://orcid.org/0000-0001-7834-6755"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Xu","raw_affiliation_strings":["Huawei Technologies, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042255975","display_name":"Marco Canini","orcid":"https://orcid.org/0000-0002-5051-4283"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Marco Canini","raw_affiliation_strings":["King Abdullah University of Science and Technology, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077847474","display_name":"Ray C. C. Cheung","orcid":"https://orcid.org/0000-0002-6764-0729"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ray C. C. Cheung","raw_affiliation_strings":["City University of Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University of Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038236303","display_name":"Jianfei He","orcid":"https://orcid.org/0000-0001-8925-3861"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jianfei He","raw_affiliation_strings":["City University of Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University of Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"376","last_page":"391"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9997000098228455,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9997000098228455,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9972000122070312,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9955999851226807,"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":0.7442430257797241},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.6329315900802612},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6080995798110962},{"id":"https://openalex.org/keywords/transport-layer","display_name":"Transport layer","score":0.5252399444580078},{"id":"https://openalex.org/keywords/stack","display_name":"Stack (abstract data type)","score":0.5112547874450684},{"id":"https://openalex.org/keywords/transport-network","display_name":"Transport network","score":0.4924715459346771},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.4824407696723938},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.48054128885269165},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14682209491729736},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08871066570281982},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.06902772188186646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7442430257797241},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6329315900802612},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6080995798110962},{"id":"https://openalex.org/C7345512","wikidata":"https://www.wikidata.org/wiki/Q209372","display_name":"Transport layer","level":3,"score":0.5252399444580078},{"id":"https://openalex.org/C9395851","wikidata":"https://www.wikidata.org/wiki/Q177929","display_name":"Stack (abstract data type)","level":2,"score":0.5112547874450684},{"id":"https://openalex.org/C2778711553","wikidata":"https://www.wikidata.org/wiki/Q924286","display_name":"Transport network","level":2,"score":0.4924715459346771},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.4824407696723938},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.48054128885269165},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14682209491729736},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08871066570281982},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.06902772188186646},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3582016.3582037","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3582016.3582037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/692043","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/692043","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2036003010","https://openalex.org/W2082615565","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2498764059","https://openalex.org/W2734684088","https://openalex.org/W2758228613","https://openalex.org/W2761338514","https://openalex.org/W2785324822","https://openalex.org/W2844752995","https://openalex.org/W2906978492","https://openalex.org/W2926543120","https://openalex.org/W2944157987","https://openalex.org/W2949161920","https://openalex.org/W2963748441","https://openalex.org/W2963786636","https://openalex.org/W2975712713","https://openalex.org/W2997666247","https://openalex.org/W3030235304","https://openalex.org/W3043522163","https://openalex.org/W3046638873","https://openalex.org/W3137135510","https://openalex.org/W4200085882","https://openalex.org/W4205118271","https://openalex.org/W4226064176","https://openalex.org/W4242509916","https://openalex.org/W4242634435","https://openalex.org/W4250765357","https://openalex.org/W4251334431","https://openalex.org/W4256078451"],"related_works":["https://openalex.org/W2380576232","https://openalex.org/W3081288631","https://openalex.org/W3152382318","https://openalex.org/W3004686567","https://openalex.org/W2382601015","https://openalex.org/W2554072979","https://openalex.org/W2390624302","https://openalex.org/W4210665743","https://openalex.org/W2944167100","https://openalex.org/W2516175185"],"abstract_inverted_index":{"Recent":[0],"In-Network":[1],"Aggregation":[2],"(INA)":[3],"solutions":[4,23],"offload":[5],"the":[6,30,41],"all-reduce":[7],"operation":[8],"onto":[9],"network":[10,26,35],"switches":[11],"to":[12,28],"accelerate":[13],"and":[14,47,54],"scale":[15],"distributed":[16],"training":[17],"(DT).":[18],"On":[19],"end":[20],"hosts,":[21],"these":[22],"build":[24],"custom":[25],"stacks":[27],"replace":[29],"transport":[31,44],"layer.":[32],"The":[33],"INA-oriented":[34],"stack":[36],"cannot":[37],"take":[38],"advantage":[39],"of":[40],"state-of-the-art":[42],"performant":[43],"layer":[45],"implementation,":[46],"also":[48],"causes":[49],"complexity":[50],"in":[51],"system":[52],"development":[53],"operation.":[55]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}