Breaking the computation and communication abstraction barrier in distributed machine learning workloads

Abhinav Jangda, Jun Huang, Guodong Liu, Amir Hossein Nodehi Sabet, Saeed Maleki, Youshan Miao, Madanlal Musuvathi, Todd Mytkowicz, Olli Saarikivi. Breaking the computation and communication abstraction barrier in distributed machine learning workloads. In Babak Falsafi, Michael Ferdman, Shan Lu 0001, Thomas F. Wenisch, editors, ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022 - 4 March 2022. pages 402-416, ACM, 2022. [doi]

Authors

Abhinav Jangda

This author has not been identified. Look up 'Abhinav Jangda' in Google

Jun Huang

This author has not been identified. Look up 'Jun Huang' in Google

Guodong Liu

This author has not been identified. Look up 'Guodong Liu' in Google

Amir Hossein Nodehi Sabet

This author has not been identified. Look up 'Amir Hossein Nodehi Sabet' in Google

Saeed Maleki

This author has not been identified. Look up 'Saeed Maleki' in Google

Youshan Miao

This author has not been identified. Look up 'Youshan Miao' in Google

Madanlal Musuvathi

This author has not been identified. Look up 'Madanlal Musuvathi' in Google

Todd Mytkowicz

This author has not been identified. Look up 'Todd Mytkowicz' in Google

Olli Saarikivi

This author has not been identified. Look up 'Olli Saarikivi' in Google