Kim, Geon-Woo, Li, Junbo, Gandham, Shashidhar, Baldonado, Omar, Gangidi, Adithya, Balaji, Pavan, Wang, Zhangyang, and Akella, Aditya. HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training. Retrieved from https://par.nsf.gov/biblio/10613791.

Kim, Geon-Woo, Li, Junbo, Gandham, Shashidhar, Baldonado, Omar, Gangidi, Adithya, Balaji, Pavan, Wang, Zhangyang, & Akella, Aditya. HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training. Retrieved from https://par.nsf.gov/biblio/10613791.

Kim, Geon-Woo, Li, Junbo, Gandham, Shashidhar, Baldonado, Omar, Gangidi, Adithya, Balaji, Pavan, Wang, Zhangyang, and Akella, Aditya. "HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training". Country unknown/Code not available: International Conference on Machine Learning (ICML). https://par.nsf.gov/biblio/10613791.

@article{osti_10613791,
place = {Country unknown/Code not available}, title = {HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training}, url = {https://par.nsf.gov/biblio/10613791}, abstractNote = {}, journal = {}, publisher = {International Conference on Machine Learning (ICML)}, author = {Kim, Geon-Woo and Li, Junbo and Gandham, Shashidhar and Baldonado, Omar and Gangidi, Adithya and Balaji and Pavan and Wang, Zhangyang and Akella, Aditya}, }