36 citations · 64 across the 3 of their papers we have counts for
3 papers · 1 filter
EDF: Ensemble, Distill, and Fuse for Easy Video Labeling
Giulio Zhou, Subramanya Dulloor, David G. Andersen +1
We present a way to rapidly bootstrap object detection on unseen videos using minimal human annotations. We accomplish this by combining two complementary sources of knowledge (one…
Datacenter RPCs can be General and Fast
Anuj Kalia, Michael Kaminsky, David G. Andersen
It is commonly believed that datacenter networking software must sacrifice generality to attain high performance. The popularity of specialized distributed systems designed specifi…
3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning
Hyeontaek Lim, David G. Andersen, Michael Kaminsky
The performance and efficiency of distributed machine learning (ML) depends significantly on how long it takes for nodes to exchange state changes. Overly-aggressive attempts to re…