3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.DC2021
Doing More by Doing Less: How Structured Partial Backpropagation Improves Deep Learning Clusters
Adarsh Kumar, Kausik Subramanian, Shivaram Venkataraman +1
Many organizations employ compute clusters equipped with accelerators such as GPUs and TPUs for training deep learning models in a distributed fashion. Training is resource-intensi…
cs.NI2019★ 3 cited
D2R: Dataplane-Only Policy-Compliant Routing Under Failures
Kausik Subramanian, Anubhavnidhi Abhashkumar, Loris D'Antoni +1
In networks today, the data plane handles forwarding---sending a packet to the next device in the path---and the control plane handles routing---deciding the path of the packet in…