{"@attributes":{"name":"Beirong Zhou","pid":"413\/7685","n":"1"},"person":{"@attributes":{"key":"homepages\/413\/7685","mdate":"2025-08-21"},"author":"Beirong Zhou"},"r":{"article":{"@attributes":{"publtype":"informal","key":"journals\/corr\/abs-2507-19017","mdate":"2025-08-21"},"author":["Laingjun Feng","Chenyi Pan","Xinjie Guo","Fei Mei","Benzhe Ning","Jianxiang Zhang","Xinyang Liu","Beirong Zhou","Zeng Shu","Chang Liu","Guang Yang","Zhenyu Han","Jiangben Wang","Bo Wang"],"title":"MindSpeed RL: Distributed Dataflow for Scalable and Efficient RL Training on Ascend NPU Cluster.","year":"2025","month":"July","volume":"abs\/2507.19017","journal":"CoRR","ee":"https:\/\/doi.org\/10.48550\/arXiv.2507.19017","url":"db\/journals\/corr\/corr2507.html#abs-2507-19017","stream":"streams\/journals\/corr"}},"coauthors":{"@attributes":{"n":"13","nc":"1"},"co":[{"@attributes":{"c":"0"},"na":"Laingjun Feng"},{"@attributes":{"c":"0"},"na":"Xinjie Guo"},{"@attributes":{"c":"0"},"na":"Zhenyu Han"},{"@attributes":{"c":"0"},"na":"Chang Liu"},{"@attributes":{"c":"0"},"na":"Xinyang Liu"},{"@attributes":{"c":"0"},"na":"Fei Mei"},{"@attributes":{"c":"0"},"na":"Benzhe Ning"},{"@attributes":{"c":"0"},"na":"Chenyi Pan"},{"@attributes":{"c":"0"},"na":"Zeng Shu"},{"@attributes":{"c":"0"},"na":"Bo Wang"},{"@attributes":{"c":"0"},"na":"Jiangben Wang"},{"@attributes":{"c":"0"},"na":"Guang Yang"},{"@attributes":{"c":"0"},"na":"Jianxiang Zhang"}]}}