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02/22/2021
BayesPerf: Minimizing Performance Monitoring Errors Using Bayesian Statistics
Hardware performance counters (HPCs) that measure low-level architectura...
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08/19/2020
FIRM: An Intelligent Fine-Grained Resource Management Framework for SLO-Oriented Microservices
Modern user-facing latency-sensitive web services include numerous distr...
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04/24/2020
ML-driven Malware that Targets AV Safety
Ensuring the safety of autonomous vehicles (AVs) is critical for their m...
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09/04/2019
Inductive Bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters
The problem of scheduling of workloads onto heterogeneous processors (e....
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07/01/2019
ML-based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection
The safety and resilience of fully autonomous vehicles (AVs) are of sign...
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03/06/2018