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05/23/2023
Mitigating the Performance Impact of Network Failures in Public Clouds
Some faults in data center networks require hours to days to repair beca...
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01/25/2022
SOL: Safe On-Node Learning in Cloud Platforms
Cloud platforms run many software agents on each server node. These agen...
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12/05/2018
InferLine: ML Inference Pipeline Composition Framework
The dominant cost in production machine learning workloads is not traini...
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11/04/2017
Composing Meta-Policies for Autonomous Driving Using Hierarchical Deep Reinforcement Learning
Rather than learning new control policies for each new task, it is possi...
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06/03/2017