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Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference.
Peter Kraft
Daniel Kang
Deepak Narayanan
Shoumik Palkar
Peter Bailis
Matei Zaharia
Published in:
MLSys (2020)
Keyphrases
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end to end
machine learning
high bandwidth
congestion control
wireless ad hoc networks
multi hop
admission control
ad hoc networks
content delivery
multipath
reinforcement learning
rate allocation
video sequences
visual quality
packet loss rate