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Eugene Brevdo

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HALP: Heuristic Aided Learned Preference Eviction Policy for YouTube Content Delivery...NSDI 20232023-04-17
HALP runs as YouTube’s DRAM eviction layer since early 2022 and claims a 9.1% average reduction in P95 byte-miss during peak with ~1.8% CPU overhead. It…
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TF-Coder: Program Synthesis for Tensor ManipulationsPLDI 20222022-06-13
TF‑Coder turns an input/output example plus optional text into a TensorFlow expression by enumerative search that uses weighted search and operation filtering…
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TF-Agents: A Flexible Reinforcement Learning Library for TensorFlowGoogle I/O 20192019-05-07
Demo of TF-Agents shows a working, open source TensorFlow 2.0 RL stack with concrete code: REINFORCE solves CartPole in ~400 episodes; DQN learns Breakout…
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