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08/28/2023
EdgeMoE: Fast On-Device Inference of MoE-based Large Language Models
Large Language Models (LLMs) such as GPTs and LLaMa have ushered in a re...
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07/11/2022
Efficient NLP Inference at the Edge via Elastic Pipelining
Natural Language Processing (NLP) inference is seeing increasing adoptio...
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05/22/2022
Protecting File Activities via Deception for ARM TrustZone
A TrustZone TEE often invokes an external filesystem. While filedata can...
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10/15/2021
Minimum Viable Device Drivers for ARM TrustZone
While TrustZone can isolate IO hardware, it lacks drivers for modern IO ...
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02/17/2019
Let the Cloud Watch Over Your IoT File Systems
Smart devices produce security-sensitive data and keep them in on-device...
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11/12/2018
Transkernel: Bridging Monolithic Kernels to Peripheral Cores
Smart devices see a large number of ephemeral tasks driven by background...
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11/12/2018