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Employment (1)

Illinois Institute of Technology: Chicago, US

2020-08 to present
Employment
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Jie Ye

Works (4)

Deep Optimizer States: Towards Scalable Training of Transformer Models using Interleaved Offloading

2024-12-02 | Conference paper
Contributors: Avinash Maurya; Jie Ye; M. Mustafa Rafique; Franck Cappello; Bogdan Nicolae
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HStream: A hierarchical data streaming engine for high-throughput scientific applications

2024-08-12 | Conference paper
Contributors: Jaime Cernuda; Jie Ye; Anthony Kougkas; Xian-He Sun
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Viper: A High-Performance I/O Framework for Transparently Updating, Storing, and Transferring Deep Neural Network Models

2024-08-12 | Conference paper
Contributors: Jie Ye; Jaime Cernuda; Neeraj Rajesh; Keith Bateman; Orcun Yildiz; Tom Peterka; Arnur Nigmetov; Dmitriy Morozov; Xian-He Sun; Anthony Kougkas et al.
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Breaking the Memory Wall: A Study of I/O Patterns and GPU Memory Utilization for Hybrid CPU-GPU Offloaded Optimizers

2024-06-03 | Conference paper
Contributors: Avinash Maurya; Jie Ye; M. Mustafa Rafique; Franck Cappello; Bogdan Nicolae
Source: check_circle
Crossref