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8th IoTDI 2023: San Antonio, TX, USA
- Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, IoTDI 2023, San Antonio, TX, USA, May 9-12, 2023. ACM 2023
Session I - Wearables
- Philipp Schilk
, Niccolò Polvani
, Andrea Ronco
, Milos Cernak
, Michele Magno
:
In-Ear-Voice: Towards Milli-Watt Audio Enhancement With Bone-Conduction Microphones for In-Ear Sensing Platforms. 1-12 - Li Liu
, Zhichao Cao
, Tianxing Li
:
FaceTouch: Practical Face Touch Detection with a Multimodal Wearable System for Epidemiological Surveillance. 13-26 - Hao Zhou
, Taiting Lu
, Yilin Liu
, Shijia Zhang
, Runze Liu
, Mahanth Gowda
:
One Ring to Rule Them All: An Open Source Smartring Platform for Finger Motion Analytics and Healthcare Applications. 27-38 - Ruixuan Dai
, Thomas George Kannampallil
, Seunghwan Kim
, Vera Thornton
, Laura J. Bierut
, Chenyang Lu
:
Detecting Mental Disorders with Wearables: A Large Cohort Study. 39-51
Session II - Human Sensing
- Letian Zhang
, Jie Xu
:
E3Pose: Energy-Efficient Edge-assisted Multi-camera System for Multi-human 3D Pose Estimation. 52-65 - Yujiao Hao
, Boyu Wang
, Rong Zheng
:
VALERIAN: Invariant Feature Learning for IMU Sensor-based Human Activity Recognition in the Wild. 66-78 - Jason Wu
, Ziqi Wang
, Ankur Sarker
, Mani B. Srivastava
:
Acuity: Creating Realistic Digital Twins Through Multi-resolution Pointcloud Processing and Audiovisual Sensor Fusion. 79-92
Session III - Smart City and Infrastructure
- Arian Prabowo
, Wei Shao
, Hao Xue
, Piotr Koniusz
, Flora D. Salim
:
Because Every Sensor Is Unique, so Is Every Pair: Handling Dynamicity in Traffic Forecasting. 93-104 - Yiqi Zhao
, Ziyan An
, Xuqing Gao
, Ayan Mukhopadhyay
, Meiyi Ma
:
Fairguard: Harness Logic-based Fairness Rules in Smart Cities. 105-116 - Qi Li
, Sander Schott
, Dong Chen
:
SolarDetector: Automatic Solar PV Array Identification using Big Satellite Imagery Data. 117-129 - Tayyaba Zainab
, Jens Karstens
, Olaf Landsiedel
:
LightEQ: On-Device Earthquake Detection with Embedded Machine Learning. 130-143
Section IV - Sensing Location and Space
- Sandeep Singh Sandha
, Bharathan Balaji
, Luis Garcia
, Mani B. Srivastava
:
Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras. 144-157 - Darshana Rathnayake
, Meeralakshmi Radhakrishnan
, Inseok Hwang
, Archan Misra
:
LILOC: Enabling Precise 3D Localization in Dynamic Indoor Environments using LiDARs. 158-171 - Amjad Yousef Majid
, R. Venkatesha Prasad
, Mees Jonker
, Casper van der Horst
, Lucan De Groot
, Sujay Narayana
:
AI-based Simultaneous Audio Localization and Communication for Robots. 172-183 - Bashima Islam
, Yubo Luo
, Shahriar Nirjon
:
Amalgamated Intermittent Computing Systems. 184-196
Session V - Federated and Cloud-Assisted AI
- Yuhang Yao
, Mohammad Mahdi Kamani
, Zhongwei Cheng
, Lin Chen
, Carlee Joe-Wong
, Tianqiang Liu
:
FedRule: Federated Rule Recommendation System with Graph Neural Networks. 197-208 - Qianlin Liang
, Walid A. Hanafy
, Noman Bashir
, Ahmed Ali-Eldin
, David E. Irwin
, Prashant J. Shenoy
:
Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI. 209-221 - Anurag Ghosh
, Srinivasan Iyengar
, Stephen Lee
, Anuj Rathore
, Venkata N. Padmanabhan
:
REACT: Streaming Video Analytics On The Edge With Asynchronous Cloud Support. 222-235 - Xiaofan Yu
, Lucy Cherkasova
, Harsh Vardhan
, Quanling Zhao
, Emily Ekaireb
, Xiyuan Zhang
, Arya Mazumdar
, Tajana Rosing
:
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. 236-248 - Allen-Jasmin Farcas
, Myungjin Lee
, Ramana Rao Kompella
, Hugo Latapie
, Gustavo de Veciana
, Radu Marculescu
:
MOHAWK: Mobility and Heterogeneity-Aware Dynamic Community Selection for Hierarchical Federated Learning. 249-261
Session VI - Privacy and Security I
- Mojtaba Taherisadr
, Stelios Andrew Stavroulakis
, Salma Elmalaki
:
adaPARL: Adaptive Privacy-Aware Reinforcement Learning for Sequential Decision Making Human-in-the-Loop Systems. 262-274 - Thomas Marchioro
, Andrei Kazlouski
, Evangelos P. Markatos
:
Practical Crowdsourcing of Wearable IoT Data with Local Differential Privacy. 275-287 - Md. Adnan Arefeen
, Zhouyu Li
, Md. Yusuf Sarwar Uddin
, Anupam Das
:
MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning. 288-300 - Jorge Eduardo Rivadeneira
, María B. Jiménez
, Radu Marculescu
, André Rodrigues
, Fernando Boavida
, Jorge Sá Silva
:
A Blockchain-Based Privacy-Preserving Model for Consent and Transparency in Human-Centered Internet of Things. 301-314
Session VII - Privacy and Security II
- Yinxin Wan
, Xuanli Lin
, Abdulhakim Sabur
, Alena Chang
, Kuai Xu
, Guoliang Xue
:
IoT System Vulnerability Analysis and Network Hardening with Shortest Attack Trace in a Weighted Attack Graph. 315-326 - Xiayan Ji
, Hyon-Young Choi
, Oleg Sokolsky
, Insup Lee
:
Incremental Anomaly Detection with Guarantee in the Internet of Medical Things. 327-339 - Saif E. Nouma
, Attila A. Yavuz
:
Practical Cryptographic Forensic Tools for Lightweight Internet of Things and Cold Storage Systems. 340-353 - Minmei Wang
, Shouqian Shi
, Xiaoxue Zhang
, Song Han
, Chen Qian
:
LOIS: Low-cost Packet Header Protection for IoT Devices. 354-366
Session VIII - IoT Platforms and Networks
- Minghui Zhao
, Stephen Xia
, Jingping Nie
, Kaiyuan Hou
, Avik Dhupar
, Xiaofan Jiang
:
LegoSENSE: An Open and Modular Sensing Platform for Rapidly-Deployable IoT Applications. 367-380 - Tanmaey Gupta
, Shubhankar Handa
, Akshay Nambi
:
Verified Telemetry: A General, Easy to use, Scalable and Robust Fault Detection SDK for IoT Sensors. 381-395 - Mahbubur Rahman
, Abusayeed Saifullah
:
Boosting Reliability and Energy-Efficiency in Indoor LoRa. 396-409 - Sezana Fahmida
, Venkata Prashant Modekurthy
, Mahbubur Rahman
, Abusayeed Saifullah
:
Handling Coexistence of LoRa with Other Networks through Embedded Reinforcement Learning. 410-423 - Tung-Chun Chang
, Tirtha Banerjee
, Nalini Venkatasubramanian
, Robert York
:
QuIC-IoT: Model-Driven Short-Term IoT Deployment for Monitoring Physical Phenomena. 424-437
Poster Abstracts
- Aniruddha Rakshit
, Jayson Boubin
:
Poster Abstract: Automatic Deployment Right-Sizing Through Hyperparameter Optimization. 438-439 - Tayyaba Zainab
, Jens Karstens
, Olaf Landsiedel
:
Poster Abstract: Towards Distributed Machine Learning for Data Acquisition in Wireless Sensor Networks. 440-442 - Cody Beck
, Mohammed Hammoud
, Dawson Kirkland
, Spencer Kleparek
, Samia Tasnim
:
Poster Abstract: IoT-based Child Safety Alert System. 443-445 - Ruipeng Zhang
, Mengjun Xie
:
A Knowledge Graph Question Answering Approach to IoT Forensics. 446-447 - Zhaohui Wang
, Bo Luo
, Fengjun Li
:
Poster Abstract: SmartAppZoo: a Repository of SmartThings Apps for IoT Benchmarking. 448-449 - Qian Qu
, Han Sun
, Yu Chen
:
Poster Abstract: Light-Weight Real-Time Senior Safety Monitoring using Digital Twins. 450-451 - Norah Albazzai
, Omer F. Rana
, Charith Perera
:
Poster Abstract: Camera-Assisted Training of Non-Vision Sensors for Anomaly Detection. 452-453 - Eduardo Lichtenfels Riccio
, Pavan Kumar Mangipudi
, Janise McNair
:
Poster Abstract: O-RAN Signaling Optimizations for Improved IoT Handover Performance in 5G Networks. 454-455 - Rabea Rogge
, Lukas Schulthess
, Christian Vogt
, Michele Magno
:
Poster Abstract: A Human Body Power Transfer System to Enable Battery-Less Sensor Nodes. 456-457 - Lia Cagnizi
, Federico Reghenzani
, William Fornaciari
:
Poster Abstract: Run-time Dynamic WCET Estimation. 458-460 - Steven Marty
, Kanika S. Dheman
, Michele Magno
:
Poster Abstract: Contactless Vital Sign Monitoring using Low-Power FMCW Radar. 461-463 - Farhad Mofidi
, Sena Hounsinou
, Gedare Bloom
:
L-IDS: A lightweight hardware-assisted IDS for IoT systems to detect ransomware attacks. 464-465 - Denny Vishnu Puri Landika
, Saige Dacuycuy
, Yao Zheng
:
Poster Abstract: Obstruction-Free Physiological Motion Sensing in NextG Networks with Intelligent Reflective Surfaces. 466-468 - Thomas Carroll
, Albert Mo Kim Cheng
:
Poster Abstract: Implementing Dynamic User Equilibrium in a Scaled City Environment with Duckietown and SUMO. 469-471 - Kyle Morman
, David Dexter
, Aaron Costin
, Janise McNair
:
Poster Abstract: An IoT Mesh Network for a Smart Refrigeration Monitoring System. 472-473 - Mohammad Helal Uddin
, Sabur Baidya
:
Optimizing Neural Network Efficiency with Hybrid Magnitude-Based and Node Pruning for Energy-efficient Computing in IoT. 474-476 - Abdulrahman Bukhari
, Hyoseung Kim
:
Poster Abstract: Learning-based Sensor Scheduling for Event Classification on Embedded Edge Devices. 477-478 - Lukas Schulthess
, Philipp Mayer
, Michele Magno
:
Poster Abstract: Battery-free and Passive Wake-up Receiver for Underwater Communication. 479-480 - Lukas Schulthess
, Tiago Salzmann
, Christian Vogt
, Michele Magno
:
Poster Abstract: A LoRa-based Energy-Efficient Sensing System for Urban Computing. 481-482
Demo Abstracts
- Ann L. Fruhling
, Aaron Yoder
, Soundarya Jonnalagadda
:
An IoT Dashboard Monitoring First Responders' Health and Environmental Data during HAZMAT Emergencies. 483-485 - Allen-Jasmin Farcas
, Radu Marculescu
:
Demo Abstract: A Hardware Prototype Targeting Federated Learning with User Mobility and Device Heterogeneity. 486-487 - Philipp Schilk
, Niccolò Polvani
, Andrea Ronco
, Milos Cernak
, Michele Magno
:
Demo Abstract: In-Ear-Voice - Towards Milli-Watt Audio Enhancement With Bone-Conduction Microphones for In-Ear Sensing Platforms. 488-490 - Albert Mo Kim Cheng
, Jude Nwankpa
:
Demo Abstract: Implementing a COVID-19 Risk Assessment System for User-Informed Travel Planning in Harris County. 491-493 - Himansu Shaw
, Albert Mo Kim Cheng
:
Demo Abstract: Collaborative Real-Time Scheduling (CRTS) Algorithm for AGV Transportation System within a CPS Architecture. 494-495 - Fangqi Liu
, Tung-Chun Chang
, Kevin Liu
, Cyrus Li, Sachin Krishan Thyaharajan
, Sideshwar Jappeswaran Balasubramanian
, Nalini Venkatasubramanian
:
Demo Abstract: DOME - IoT-Based Monitoring Emergent Events for Wildland Fire Resilience. 496-498

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