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Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems

IEEE access, 2020, Vol.8, p.212177-212193

2020

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Fast and Scalable Design Space Exploration for Deep Learning on Embedded Systems

IEEE access, 2024, Vol.12, p.148254-148266

2024

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SLEXNet: Adaptive Inference Using Slimmable Early Exit Neural Networks

ACM transactions on embedded computing systems, 2024-11, Vol.23 (6), p.1-29, Article 104

2024

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Adaptive Computation Partitioning and Offloading in Real-Time Sustainable Vehicular Edge Computing

IEEE transactions on vehicular technology, 2021-12, Vol.70 (12), p.13221-13237

2021

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Utilizing Reinforcement Learning for Adaptive Sensor Data Sharing Over C-V2X Communications

IEEE transactions on vehicular technology, 2024-03, Vol.73 (3), p.4051-4066

2024

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Uncertainty-aware Task Offloading for Multi-vehicle Perception Fusion over Vehicular Edge Computing

IEEE transactions on vehicular technology, 2023-11, Vol.72 (11), p.1-16

2023

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Content-Aware Cognitive Interference Control for Urban IoT Systems

IEEE transactions on cognitive communications and networking, 2018-09, Vol.4 (3), p.500-512

2018

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Contention Grading and Adaptive Model Selection for Machine Vision in Embedded Systems

ACM transactions on embedded computing systems, 2022-10, Vol.21 (5), p.1-29

2022

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Dynamic Distributed Computing for Infrastructure-Assisted Autonomous UAVs

ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020, p.1-6

2020

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Tackling Cold Start of Serverless Applications by Efficient and Adaptive Container Runtime Reusing

2021 IEEE International Conference on Cluster Computing (CLUSTER), 2021, p.433-443

2021

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Vehicular and Edge Computing for Emerging Connected and Autonomous Vehicle Applications

2020 57th ACM/IEEE Design Automation Conference (DAC), 2020, p.1-6

2020

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Improving the performance of multipath TCP over heterogeneous paths using slow path adaptation

2014 IEEE International Conference on Communications (ICC), 2014, p.3222-3227

2014

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Robust Multi-Path Communications for UAVs in the Urban IoT

2018 IEEE International Conference on Sensing, Communication and Networking (SECON Workshops), 2018, p.1-5

2018

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Adaptive C-V2X Sidelink Communications for Vehicular Applications Beyond Safety Messages

2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring), 2022, p.1-6

2022

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FlyNetSim: An Open Source Synchronized UAV Network Simulator based on ns-3 and Ardupilot

Proceedings of the 21st ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, 2018, p.37-45

2018

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Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems

Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2019, p.21-26

2019

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Data-Augmented Few-Shot Object Detection for Efficient Identification of Invasive Weed Seedlings

2023 IEEE International Conference on Advances in Data-Driven Analytics And Intelligent Systems (ADACIS), 2023, p.1-6

2023

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Performance Tradeoff in DNN-based Coexisting Applications in Resource-Constrained Cyber-Physical Systems

2023 IEEE International Conference on Smart Computing (SMARTCOMP), 2023, p.219-221

2023

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Information Autonomy: Self-Adaptive Information Management for Edge-Assisted Autonomous UAV Systems

MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM), 2019, p.40-45

2019

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Adaptive Communications for Intelligent and Autonomous Systems in the Urban Internet-of-things (IoT)

Baidya, Sabur Hassan

2019

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Lyapunov-Optimized 5G-Sliced Communications for Telerobotic Applications

IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2024, p.1-6

2024

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On the Feasibility of Infrastructure Assistance to Autonomous UAV Systems

2020 16th International Conference on Distributed Computing in Sensor Systems (DCOSS), 2020, p.296-303

2020

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Closed-Loop Telerobotics over Software-Defined Radio based 5G Wireless Testbed

IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2024, p.1-2

2024

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Optimizing Neural Network Efficiency with Hybrid Magnitude-Based and Node Pruning for Energy-efficient Computing in IoT

Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023, p.474-476

2023

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Edge-assisted content and computation-driven dynamic network selection for real-time services in the urban IoT

2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2017, p.796-801

2017

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Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems

Fast and Scalable Design Space Exploration for Deep Learning on Embedded Systems

SLEXNet: Adaptive Inference Using Slimmable Early Exit Neural Networks

Adaptive Computation Partitioning and Offloading in Real-Time Sustainable Vehicular Edge Computing

Utilizing Reinforcement Learning for Adaptive Sensor Data Sharing Over C-V2X Communications

Uncertainty-aware Task Offloading for Multi-vehicle Perception Fusion over Vehicular Edge Computing

Content-Aware Cognitive Interference Control for Urban IoT Systems

Contention Grading and Adaptive Model Selection for Machine Vision in Embedded Systems

Dynamic Distributed Computing for Infrastructure-Assisted Autonomous UAVs

Tackling Cold Start of Serverless Applications by Efficient and Adaptive Container Runtime Reusing

Vehicular and Edge Computing for Emerging Connected and Autonomous Vehicle Applications

Improving the performance of multipath TCP over heterogeneous paths using slow path adaptation

Robust Multi-Path Communications for UAVs in the Urban IoT

Adaptive C-V2X Sidelink Communications for Vehicular Applications Beyond Safety Messages

FlyNetSim: An Open Source Synchronized UAV Network Simulator based on ns-3 and Ardupilot

Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems

Data-Augmented Few-Shot Object Detection for Efficient Identification of Invasive Weed Seedlings

Performance Tradeoff in DNN-based Coexisting Applications in Resource-Constrained Cyber-Physical Systems

Information Autonomy: Self-Adaptive Information Management for Edge-Assisted Autonomous UAV Systems

Adaptive Communications for Intelligent and Autonomous Systems in the Urban Internet-of-things (IoT)

Lyapunov-Optimized 5G-Sliced Communications for Telerobotic Applications

On the Feasibility of Infrastructure Assistance to Autonomous UAV Systems

Closed-Loop Telerobotics over Software-Defined Radio based 5G Wireless Testbed

Optimizing Neural Network Efficiency with Hybrid Magnitude-Based and Node Pruning for Energy-efficient Computing in IoT

Edge-assisted content and computation-driven dynamic network selection for real-time services in the urban IoT

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