Magnus: A Holistic Approach to Data Management for Large-Scale Machine Learning Workloads. - Jun Song; Jingyi Ding; Irshad Kandy; Yanghao Lin; Zhongjia Wei; Zilong Zhou; Zhiwei Peng; Jixi Shan; Hongyue Mao; Xiuqi Huang; Xun Song; Cheng Chen; et al. (Proc. VLDB Endow., 2025)