{"id":"https://openalex.org/W4389989295","doi":"https://doi.org/10.1109/icnp59255.2023.10355574","title":"Preemptive Switch Memory Usage to Accelerate Training Jobs with Shared In-Network Aggregation","display_name":"Preemptive Switch Memory Usage to Accelerate Training Jobs with Shared In-Network Aggregation","publication_year":2023,"publication_date":"2023-10-10","ids":{"openalex":"https://openalex.org/W4389989295","doi":"https://doi.org/10.1109/icnp59255.2023.10355574"},"language":"en","primary_location":{"id":"doi:10.1109/icnp59255.2023.10355574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnp59255.2023.10355574","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 31st International Conference on Network Protocols (ICNP)","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/A5100446233","display_name":"Hao Wang","orcid":"https://orcid.org/0009-0002-0953-0393"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Hao Wang","raw_affiliation_strings":["Hong Kong University of Science and Technology,iSING Lab","iSING Lab, Hong Kong University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology,iSING Lab","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"iSING Lab, Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102391954","display_name":"Yuxuan Qin","orcid":"https://orcid.org/0009-0006-6278-2804"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yuxuan Qin","raw_affiliation_strings":["Hong Kong University of Science and Technology,iSING Lab","iSING Lab, Hong Kong University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology,iSING Lab","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"iSING Lab, Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056978657","display_name":"ChonLam Lao","orcid":"https://orcid.org/0000-0002-0214-664X"},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"ChonLam Lao","raw_affiliation_strings":["Harvard University"],"affiliations":[{"raw_affiliation_string":"Harvard University","institution_ids":["https://openalex.org/I2801851002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071328532","display_name":"Yanfang Le","orcid":"https://orcid.org/0000-0002-5680-9015"},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yanfang Le","raw_affiliation_strings":["Intel"],"affiliations":[{"raw_affiliation_string":"Intel","institution_ids":["https://openalex.org/I4210158342"]}]},{"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"],"affiliations":[{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100438001","display_name":"Kai Chen","orcid":"https://orcid.org/0000-0003-2587-6028"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kai Chen","raw_affiliation_strings":["Hong Kong University of Science and Technology,iSING Lab","iSING Lab, Hong Kong University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology,iSING Lab","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"iSING Lab, Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100446233"],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":3.3964,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.93062159,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9973000288009644,"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":0.9973000288009644,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9886000156402588,"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/T11478","display_name":"Caching and Content Delivery","score":0.9635000228881836,"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":0.8061344623565674},{"id":"https://openalex.org/keywords/preemption","display_name":"Preemption","score":0.6457263827323914},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.44310522079467773},{"id":"https://openalex.org/keywords/forwarding-plane","display_name":"Forwarding plane","score":0.42958712577819824},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37959352135658264},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32938140630722046},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.160731703042984}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8061344623565674},{"id":"https://openalex.org/C206952183","wikidata":"https://www.wikidata.org/wiki/Q1193100","display_name":"Preemption","level":2,"score":0.6457263827323914},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.44310522079467773},{"id":"https://openalex.org/C10597312","wikidata":"https://www.wikidata.org/wiki/Q5473302","display_name":"Forwarding plane","level":3,"score":0.42958712577819824},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37959352135658264},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32938140630722046},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.160731703042984},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icnp59255.2023.10355574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnp59255.2023.10355574","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 31st International Conference on Network Protocols (ICNP)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-135668","is_oa":false,"landing_page_url":"https://repository.hkust.edu.hk/ir/Record/1783.1-135668","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong 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/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W95608104","https://openalex.org/W1536639265","https://openalex.org/W1686810756","https://openalex.org/W2001174522","https://openalex.org/W2053347647","https://openalex.org/W2113487548","https://openalex.org/W2143295630","https://openalex.org/W2152407381","https://openalex.org/W2164352834","https://openalex.org/W2165354706","https://openalex.org/W2194775991","https://openalex.org/W2268326028","https://openalex.org/W2407022425","https://openalex.org/W2734941459","https://openalex.org/W2736134148","https://openalex.org/W2744693751","https://openalex.org/W2769986458","https://openalex.org/W2774000609","https://openalex.org/W2790598069","https://openalex.org/W2798515322","https://openalex.org/W2887906821","https://openalex.org/W2899723757","https://openalex.org/W2949161920","https://openalex.org/W2962725887","https://openalex.org/W2963786636","https://openalex.org/W2975712713","https://openalex.org/W2993199282","https://openalex.org/W3037182822","https://openalex.org/W3043522163","https://openalex.org/W3091097978","https://openalex.org/W3095319910","https://openalex.org/W3095429755","https://openalex.org/W3118608800","https://openalex.org/W3125704518","https://openalex.org/W4226074074","https://openalex.org/W4242634435","https://openalex.org/W4289401659","https://openalex.org/W4321484191","https://openalex.org/W4327911839","https://openalex.org/W4366660500","https://openalex.org/W4386260612","https://openalex.org/W6631896231","https://openalex.org/W6636819530","https://openalex.org/W6637373629","https://openalex.org/W6739693220","https://openalex.org/W6746839373","https://openalex.org/W6748948743","https://openalex.org/W6754818105","https://openalex.org/W6756009870","https://openalex.org/W6758283263","https://openalex.org/W6759814162","https://openalex.org/W6760703128","https://openalex.org/W6762211661","https://openalex.org/W6769475105","https://openalex.org/W6780667297","https://openalex.org/W6784425352","https://openalex.org/W6784871562","https://openalex.org/W6792106764","https://openalex.org/W6793903029"],"related_works":["https://openalex.org/W3191866865","https://openalex.org/W840708677","https://openalex.org/W2361541374","https://openalex.org/W1439300391","https://openalex.org/W1970491116","https://openalex.org/W2888133284","https://openalex.org/W1570112753","https://openalex.org/W601696587","https://openalex.org/W3088661666","https://openalex.org/W2881508932"],"abstract_inverted_index":{"Recent":[0],"works":[1],"introduce":[2],"In-Network":[3],"Aggregation":[4],"(INA)":[5],"for":[6,69,80],"distributed":[7],"training":[8],"(DT),":[9],"which":[10,109,126],"moves":[11],"the":[12,22,57,76,84,96,118,152],"gradient":[13,89,131],"summation":[14],"into":[15],"network":[16],"programmable":[17],"switches.":[18],"INA":[19,49,81],"can":[20,150],"reduce":[21],"traffic":[23],"volume":[24],"and":[25,47,145],"accelerate":[26],"communication":[27],"in":[28,44,102,115],"DT":[29,42],"jobs.":[30,82,141],"However,":[31],"switch":[32,54,66,77,97],"memory":[33,55,67,78],"is":[34],"a":[35,123],"scarce":[36],"resource,":[37],"unable":[38],"to":[39,56,75,94,130,157],"support":[40],"massive":[41],"jobs":[43],"data":[45,85],"centers,":[46],"existing":[48],"solutions":[50],"have":[51],"not":[52],"utilized":[53],"best":[58],"extent.":[59],"We":[60,142],"propose":[61],"DSA,":[62],"an":[63,111],"Efficient":[64],"Data-Plane":[65],"Scheduler":[68],"in-network":[70],"Aggregation.":[71],"DSA":[72,87,121,144,149],"introduces":[73],"preemption":[74],"management":[79],"In":[83,117],"plane,":[86,120],"allows":[88],"tensors":[90,105,132],"with":[91,106,160],"high":[92,128],"priority":[93,124,129],"preempt":[95],"aggregators":[98],"(basic":[99],"computation":[100],"unit":[101],"INA)":[103],"from":[104],"low":[107],"priority,":[108],"avoids":[110],"aggregator":[112],"wasting":[113],"time":[114],"idle.":[116],"control":[119],"devises":[122],"policy":[125],"assigns":[127],"that":[133,148],"benefit":[134],"overall":[135],"job":[136],"efficiency":[137],"more,":[138],"e.g.,":[139],"communication-intensive":[140],"prototype":[143],"experiments":[146],"show":[147],"improve":[151],"average":[153],"JCT":[154],"by":[155],"up":[156],"1.35x":[158],"compared":[159],"baseline":[161],"solutions.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":8}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
