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Jayson G. Boubin

Jayson Boubin

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2020 – today

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2023
[c16]
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  - conf/iotdi/RakshitB23
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Aniruddha Rakshit, Jayson Boubin:
Poster Abstract: Automatic Deployment Right-Sizing Through Hyperparameter Optimization. IoTDI 2023: 438-439
2022
[j3]
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  - journals/sensors/BaiettoBFBJS22
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Anthony Baietto, Jayson Boubin, Patrick Farr, Trevor J. Bihl, Aaron M. Jones, Christopher Stewart:
Lean Neural Networks for Autonomous Radar Waveform Design. Sensors 22(4): 1317 (2022)
[c15]
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  - conf/eScience/QuBGZANC22
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Chengyi Qu, Jayson Boubin, Durbek Gafurov, Jianfeng Zhou, Noel Aloysius, Henry Nguyen, Prasad Calyam:
UAV Swarms in Smart Agriculture: Experiences and Opportunities. e-Science 2022: 148-158
[c14]
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  - conf/ieeesec/BoubinBHLPS22
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Jayson Boubin, Codi Burley, Peida Han, Bowen Li, Barry Porter, Christopher Stewart:
MARbLE: Multi-Agent Reinforcement Learning at the Edge for Digital Agriculture. SEC 2022: 68-81
[c13]
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  - conf/iotdi/BoubinZCS22
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Jayson Boubin, Zichen Zhang, John Chumley, Christopher Stewart:
Poster Abstract: Data-Parallel Versus Task-Parallel Swarms for Small Unmanned Aerial Systems. IoTDI 2022: 28-29
[c12]
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Anthony Baietto, Jayson Boubin, Patrick Farr, Trevor J. Bihl:
Lean Neural Networks for Real-time Embedded Spectral Notching Waveform Design. ISIE 2022: 1121-1126
[c11]
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  - conf/middleware/IrizarryZSB22
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Kevyn Angueira Irizarry, Zichen Zhang, Christopher Stewart, Jayson Boubin:
Scalable distributed microservices for autonomous UAV swarms: poster abstract. Middleware Demos/Posters 2022: 1-2
[c10]
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  - conf/sensys/Boubin0CS22
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Jayson Boubin, Zichen Zhang, John Chumley, Christopher Stewart:
Adaptive Deployment for Autonomous Agricultural UAV Swarms. SenSys 2022: 1089-1095
[c9]
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  - conf/xsede/BoubinBYQFCSRA22
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Jayson Boubin, Avishek Banerjee, Jihoon Yun, Haiyang Qi, Yuting Fang, Steve Chang, Kannan Srinivasan, Rajiv Ramnath, Anish Arora:
PROWESS: An Open Testbed for Programmable Wireless Edge Systems. PEARC 2022: 11:1-11:9
2021
[c8]
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  - conf/wosp/LiSBS21
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Bowen Li, Nat Shineman, Jayson Boubin, Christopher Stewart:
Comparison of Object Detectors for Fully Autonomous Aerial Systems Performance. ICPE (Companion) 2021: 165-166
[i1]
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  - journals/corr/abs-2105-10605
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Jayson Boubin, Codi Burley, Peida Han, Bowen Li, Barry Porter, Christopher Stewart:
Programming and Deployment of Autonomous Swarms using Multi-Agent Reinforcement Learning. CoRR abs/2105.10605 (2021)
2020
[j2]
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  - journals/cea/YangBTTHS20
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Ming-Der Yang, Jayson G. Boubin, Hui Ping Tsai, Hsin-Hung Tseng, Yu-Chun Hsu, Christopher Stewart:
Adaptive autonomous UAV scouting for rice lodging assessment using edge computing with deep learning EDANet. Comput. Electron. Agric. 179: 105817 (2020)
[j1]
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  - journals/sensors/ZhangBSK20
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Zichen Zhang, Jayson Boubin, Christopher Stewart, Sami Khanal:
Whole-Field Reinforcement Learning: A Fully Autonomous Aerial Scouting Method for Precision Agriculture. Sensors 20(22): 6585 (2020)
[c7]
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  - conf/acsos/BoubinS20
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Jayson Boubin, Christopher Stewart:
SoftwarePilot: Fully Autonomous Aerial Systems Made Easier. ACSOS Companion 2020: 250-251
[c6]
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  - conf/arcs/BurgerUBS20
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Alwyn Burger, Patrick Urban, Jayson Boubin, Gregor Schiele:
An Architecture for Solving the Eigenvalue Problem on Embedded FPGAs. ARCS 2020: 32-43

2010 – 2019

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2019
[c5]
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  - conf/edge/BoubinBSCZ19
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Jayson G. Boubin, Naveen T. R. Babu, Christopher Stewart, John Chumley, Shiqi Zhang:
Managing edge resources for fully autonomous aerial systems. SEC 2019: 74-87
[c4]
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  - conf/icac/BoubinCSK19
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Jayson Boubin, John Chumley, Christopher Stewart, Sami Khanal:
Autonomic Computing Challenges in Fully Autonomous Precision Agriculture. ICAC 2019: 11-17
[c3]
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  - conf/vnc/BoubinJB19
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Jayson Boubin, Aaron M. Jones, Trevor J. Bihl:
NeuroWav: Toward Real-Time Waveform Design for VANETs using Neural Networks. VNC 2019: 1-4
2018
[c2]
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  - conf/iotdi/BoubinZMS18
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Jayson Boubin, Shiqi Zhang, Venkata Mandadapu, Christopher Stewart:
Poster Abstract: Characterizing Computational Workloads in UAV Applications. IoTDI 2018: 275-276
2016
[c1]
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  - conf/hci/RusnockBGGHKMW16
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Christina F. Rusnock, Jayson G. Boubin, Joseph J. Giametta, Tyler J. Goodman, Anthony J. Hillesheim, Sungbin Kim, David R. Meyer, Michael E. Watson:
The Role of Simulation in Designing Human-Automation Systems. HCI (14) 2016: 361-370

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