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Robert Canady
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Cost-effective Hardware Accelerator Recommendation for Edge Computing
X Zhou, R Canady, S Bao, A Gokhale
3rd {USENIX} Workshop on Hot Topics in Edge Computing (HotEdge 20), 2020
182020
A Study of Publish/Subscribe Middleware Under Different IoT Traffic Conditions
Z Kang, R Canady, A Dubey, A Gokhale, S Shekhar, M Sedlacek
Proceedings of the International Workshop on Middleware and Applications for …, 2020
172020
Overcoming stealthy adversarial attacks on power grid load predictions through dynamic data repair
X Zhou, R Canady, Y Li, X Koutsoukos, A Gokhale
Dynamic Data Driven Applications Systems: Third International Conference …, 2020
72020
Adversarially Robust Edge-Based Object Detection for Assuredly Autonomous Systems
R Canady, X Zhou, Y Barve, D Balasubramanian, A Gokhale
2022 IEEE International Conference on Assured Autonomy (ICAA), 97-106, 2022
42022
Tools and Techniques for Privacy-aware, Edge-centric Distributed Deep Learning
Z Min, RE Canady, U Ghosh, AS Gokhale, A Hakiri
Proceedings of the Workshop on Distributed Infrastructures for Deep Learning …, 2020
42020
Evaluating DDS, MQTT, and ZeroMQ Under Different IoT Traffic Conditions
Z Kang, R Canady, A Dubey, A Gokhale, S Shekhar, M Sedlacek
42020
Overcoming Adversarial Perturbations in Data-driven Prognostics Through Semantic Structural Context-driven Deep Learning
X Zhou, R Canady, Y Li, A Gokhale
Annual Conference of the PHM Society 12 (1), 11-11, 2020
32020
Guarding Against Universal Adversarial Perturbations in Data-driven Cloud/Edge Services
X Zhou, R Canady, Y Li, S Bao, Y Barve, D Balasubramanian, A Gokhale
2022 IEEE International Conference on Cloud Engineering (IC2E), 233-244, 2022
22022
Exploring Cloud Assisted Tiny Machine Learning Application Patterns for PHM Scenarios
X Zhou, Z Kang, R Canady, S Bao, DA Balasubramanian, A Gokhale
Annual Conference of the PHM Society 13 (1), 2021
22021
Reinforcement Learning-based Performance-aware Energy Management in 5G Base Stations
A Raj, RE Canady, S Das, A Gokhale, S Perarnau
2024 16th International Conference on COMmunication Systems & NETworkS …, 2024
2024
Exploring the Removal of Bit-Planes for Increased Adversarial Robustness (Preprint)
A Hildenbrandt, A Diehl, C Menart, R Canady, M Robertson, H Richards
2023
Applying DDDAS Principles for Realizing Optimized and Robust Deep Learning Models at the Edge
R Canady, X Zhou, Y Barve, D Balasubramanian, A Gokhale
International Conference on Dynamic Data Driven Applications Systems, 325-339, 2022
2022
DDDAS-as-a-Service: Dynamic Resource Management Algorithms and Systems Software for an Infosymbiotics Hosting Platform
A Gokhale, X Koutsoukos, E Vorobeychik, S Shekhar, A Bhattacharjee, ...
2021
Dynamic resource management algorithms for edge computing using hardware accelerators
R Canady
Proceedings of the 20th International Middleware Conference Doctoral …, 2019
2019
DDDAS Principles to Realize Optimized and Robust Deep Learning Models at the Edge: Insights from Initial Studies
R Canady, X Zhou, Y Barve, D Balasubramanian, A Gokhale
Exploring and Evaluating the Suitability of FPGAs for Edge Computing
R Canady, X Zhou, T Brummett, A Gokhale
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