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09/01/2023
Quantum Cognitive Modeling: New Applications and Systems Research Directions
Expanding the benefits of quantum computing to new domains remains a cha...
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05/26/2023
Mitigating Catastrophic Forgetting in Long Short-Term Memory Networks
Continual learning on sequential data is critical for many machine learn...
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01/08/2023
A Multi-Site Accelerator-Rich Processing Fabric for Scalable Brain-Computer Interfacing
Hull is an accelerator-rich distributed implantable Brain-Computer Inter...
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10/28/2021
Distill: Domain-Specific Compilation for Cognitive Models
This paper discusses our proposal and implementation of Distill, a domai...
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07/01/2021
MIND: In-Network Memory Management for Disaggregated Data Centers
Memory-compute disaggregation promises transparent elasticity, high util...
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01/20/2020
SPARTA: A Divide and Conquer Approach to Address Translation for Accelerators
Virtual memory (VM) is critical to the usability and programmability of ...
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10/11/2019
Mitosis: Transparently Self-Replicating Page-Tables for Large-Memory Machines
Multi-socket machines with 1-100 TBs of physical memory are becoming pre...
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07/29/2017
Address Translation Design Tradeoffs for Heterogeneous Systems
This paper presents a broad, pathfinding design space exploration of mem...
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05/19/2017
GPU System Calls
GPUs are becoming first-class compute citizens and are being tasked to p...
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01/25/2017
Hardware Translation Coherence for Virtualized Systems
To improve system performance, modern operating systems (OSes) often und...
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01/12/2017