Search Results for author: Brandon Lucia

Found 4 papers, 1 papers with code

Practical Encrypted Computing for IoT Clients

no code implementations11 Mar 2021 McKenzie van der Hagen, Brandon Lucia

We introduce Client-aided HE for Opaque Compute Offloading (CHOCO), a client-optimized system for encrypted offload processing.

Cryptography and Security Hardware Architecture

CPR: Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery

no code implementations5 Nov 2020 Kiwan Maeng, Shivam Bharuka, Isabel Gao, Mark C. Jeffrey, Vikram Saraph, Bor-Yiing Su, Caroline Trippel, Jiyan Yang, Mike Rabbat, Brandon Lucia, Carole-Jean Wu

The paper is the first to the extent of our knowledge to perform a data-driven, in-depth analysis of applying partial recovery to recommendation models and identified a trade-off between accuracy and performance.

Orbital Edge Computing: Nanosatellite Constellations as a New Class of Computer System

1 code implementation ASPLOS 2020 Bradley Denby, Brandon Lucia

Communication is limited by the physical configuration and constraints of the system over time, such as ground station location, nanosatellite antenna size, and energy harvested on orbit.

Edge-computing

Enhancing Stratospheric Weather Analyses and Forecasts by Deploying Sensors from a Weather Balloon

no code implementations4 Dec 2019 Kiwan Maeng, Iskender Kushan, Brandon Lucia, Ashish Kapoor

We propose a framework to collect stratospheric data by releasing a contrail of tiny sensor devices as a weather balloon ascends.

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