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07/17/2023
Lightweight ML-based Runtime Prefetcher Selection on Many-core Platforms
Modern computer designs support composite prefetching, where multiple in...
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07/14/2021
Memory-Aware Fusing and Tiling of Neural Networks for Accelerated Edge Inference
A rising research challenge is running costly machine learning (ML) netw...
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12/09/2020
Virtual-Link: A Scalable Multi-Producer, Multi-Consumer Message Queue Architecture for Cross-Core Communication
Cross-core communication is increasingly a bottleneck as the number of p...
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09/16/2018
Exploiting Errors for Efficiency: A Survey from Circuits to Algorithms
When a computational task tolerates a relaxation of its specification or...
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05/31/2018