{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T18:52:23Z","timestamp":1773773543737,"version":"3.50.1"},"reference-count":8,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,15]],"date-time":"2024-12-15T00:00:00Z","timestamp":1734220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,15]],"date-time":"2024-12-15T00:00:00Z","timestamp":1734220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,15]]},"DOI":"10.1109\/bigdata62323.2024.10825823","type":"proceedings-article","created":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T18:31:23Z","timestamp":1737052283000},"page":"8685-8687","source":"Crossref","is-referenced-by-count":4,"title":["Communication-Efficient Distributed LLM Training with Adaptive Traffic Control"],"prefix":"10.1109","author":[{"given":"Haoying","family":"Jin","sequence":"first","affiliation":[{"name":"Xidian University,School of Telecommunications Engineering,Xi&#x2019;An,China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/2640087.2644155"},{"key":"ref2","first-page":"1421","article-title":"Towards domain-specific network transport for distributed DNN training","author":"Wang","year":"2024","journal-title":"NSDI"},{"key":"ref3","first-page":"741","article-title":"ATP: in-network aggregation for multi-tenant learning","author":"Lao","year":"2021","journal-title":"NSDI"},{"key":"ref4","first-page":"785","article-title":"Scaling distributed machine learning with in-network aggregation","author":"Sapio","year":"2021","journal-title":"NSDI"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3582016.3582037"},{"key":"ref6","article-title":"Bringing hpc techniques to deep learning","author":"Gibiansky","year":"2017"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3452296.3472904"},{"key":"ref8","article-title":"Behavior Model Version 2","year":"2024"}],"event":{"name":"2024 IEEE International Conference on Big Data (BigData)","location":"Washington, DC, USA","start":{"date-parts":[[2024,12,15]]},"end":{"date-parts":[[2024,12,18]]}},"container-title":["2024 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10824975\/10824942\/10825823.pdf?arnumber=10825823","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,17]],"date-time":"2025-01-17T07:43:38Z","timestamp":1737099818000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10825823\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,15]]},"references-count":8,"URL":"https:\/\/doi.org\/10.1109\/bigdata62323.2024.10825823","relation":{},"subject":[],"published":{"date-parts":[[2024,12,15]]}}}