Yuan, Ziqi, Zhang, Haoyang, Zhou, Yirui, Mohan, Apoorve, Chuang, I-Hsin, Seelam, Seetharami, and Huang, Jian. Cost-Efficient LLM Training with Lifetime-Aware Tensor Offloading via GPUDirect Storage. Retrieved from https://par.nsf.gov/biblio/10670441.

Yuan, Ziqi, Zhang, Haoyang, Zhou, Yirui, Mohan, Apoorve, Chuang, I-Hsin, Seelam, Seetharami, & Huang, Jian. Cost-Efficient LLM Training with Lifetime-Aware Tensor Offloading via GPUDirect Storage. Retrieved from https://par.nsf.gov/biblio/10670441.

Yuan, Ziqi, Zhang, Haoyang, Zhou, Yirui, Mohan, Apoorve, Chuang, I-Hsin, Seelam, Seetharami, and Huang, Jian. "Cost-Efficient LLM Training with Lifetime-Aware Tensor Offloading via GPUDirect Storage". Country unknown/Code not available: The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS'25). https://par.nsf.gov/biblio/10670441.

@article{osti_10670441,
place = {Country unknown/Code not available}, title = {Cost-Efficient LLM Training with Lifetime-Aware Tensor Offloading via GPUDirect Storage}, url = {https://par.nsf.gov/biblio/10670441}, abstractNote = {}, journal = {}, publisher = {The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS'25)}, author = {Yuan, Ziqi and Zhang, Haoyang and Zhou, Yirui and Mohan, Apoorve and Chuang, I-Hsin and Seelam, Seetharami and Huang, Jian}, }