research
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06/15/2023
ArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design
Machine learning is a prevalent approach to tame the complexity of desig...
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01/13/2022
FARSI: Facebook AR System Investigator for Agile Domain-Specific System-on-Chip Exploration
Domain-specific SoCs (DSSoCs) are attractive solutions for domains with ...
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08/30/2021
RoboRun: A Robot Runtime to Exploit Spatial Heterogeneity
The limited onboard energy of autonomous mobile robots poses a tremendou...
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06/26/2019
One Size Does Not Fit All: Quantifying and Exposing the Accuracy-Latency Trade-off in Machine Learning Cloud Service APIs via Tolerance Tiers
Today's cloud service architectures follow a "one size fits all" deploym...
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06/24/2019
The Role of Compute in Autonomous Aerial Vehicles
Autonomous-mobile cyber-physical machines are part of our future. Specif...
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05/15/2019
