IEEE EDGE 2022 Technical Program

EDGE 2022 Technical Program

Jump to: Tuesday July 12 | Wednesday July 13 | Thursday July 14 |

Learning (EDG 1)
Tuesday July 12, 09:00-10:15
Room 010
Session Chair: Achintya Kundu, IBM Research

Robustness and Personalization in Federated Learning: A Unified Approach via Regularization
Achintya Kundu, Pengqian Yu, Laura Wynter and Shiau Hong Lim

Computationally Efficient Auto-Weighted Aggregation for Heterogeneous Federated Learning
Zahidur Talukder and Mohammad A. Islam

ECBA-MLI: Edge Computing Benchmark Architecture for Machine Learning Inference
Mathias Schneider, Ruben Prokscha, Seifeddine Saadani and Alfred Höß

IoT (EDG 2)
Tuesday July 12, 10:45-12:00
Room 010
Session Chair: Chinmaya Kumar Dehury, University of Tartu

CCEI-IoT: Clustered and Cohesive Edge Intelligence in Internet of Things
Chinmaya Kumar Dehury, Praveen Kumar Donta, Schahram Dustdar and Satish Narayana Srirama

Monitoring of IoT Systems at the Edge with Transformer-based Graph Convolutional Neural Networks
Amadou Ba, Fabio Lorenzi and Joern Ploennigs

Spatio Goal Refinement Patterns for IoT Applications
Yazeed Alzahrani, Jun Shen and Jun Yan

Edge Computing (EDG 3)
Tuesday July 12, 12:00-13:00
Room 010
Session Chair: Tom Goethals, Universiteit Gent

A Functional and Performance Benchmark of Lightweight Virtualization Platforms for Edge Computing
Tom Goethals, Merlijn Sebrechts, Mays Al-Naday, Bruno Volckaert and Filip De Turck

Role of Fog Computing in Smart Spaces
Raafat Aburukba, Fatema Elwy and A.R. Al-Ali

uDiscover: User-Driven Service Discovery in Pervasive Edge Computing using NDN
George Torres, Abderrahmen Mtibaa, Satyajayant Misra, Reza Tourani, Diana Stelmakh, Srikathyayani Srikanteswara, Yi Zhang and Sanzida Hoque

Edge Devices (EDG 4)
Wednesday July 13, 09:00-10:15
Room 010
Session Chair: Arthur Desuert, Institut Polytechnique de Grenoble

A Middleware for Secure Integration of Heterogeneous Edge Devices
Arthur Desuert, Stephanie Chollet, Laurent Pion and David Hely

EdgeFaaSBench: Benchmarking Edge Devices Using Serverless Computing
Kaustubh Rajendra Rajput, Chinmay Dilip Kulkarni, Byungjin Cho, Wei Wang and In Kee Kim

Security (EDG 5)
Wednesday July 13, 10:45-12:00
Room 010
Session Chair: Yusen Wu, University of Maryland, Baltimore County

Bring Trust to Edge: Secure and Decentralized IoT Framework with BFT and Permissioned Blockchain
Yusen Wu, Jinghui Liao, Phuong Nguyen, Weisong Shi and Yelena Yesha

A Privacy-aware Data Sharing Framework for Internet of Things Through Edge Computing Platform
Akbar Telikani, Jun Shen, Peng Wang and Jie Yang

Continuous Authentication for UAV Delivery Systems Under Zero-Trust Security Framework
Chengzu Dong, Frank Jiang, Shiping Chen and Xiao Liu

Reslience (EDG 6)
Wednesday July 13, 12:00-13:00
Room 010
Session Chair: Zhongjie Wang, Harbin Institute of Technology

A Novel Skill Model Supporting Complex and Reliable Interactions between Users, VPA and External Services
Xizhe Zhang, Demin Yu, Min Liu and Zhongjie Wang

CONTINUER: Maintaining Distributed DNN Services During Edge Failures
Ayesha Abdul Majeed, Peter Kilpatrick, Ivor Spence and Blesson Varghese

Resilience-Focused Monitoring Framework for Edge Systems
Alex Skov Klitgaard, Anders Alexander Sønderby, Henrik Stensgaard Jørgensen, Kristian Walstrøm Petersen, Junior Dongo and Michele Albano

Edge Networks (EDG 7)
Thursday July 14, 09:00-10:15
Room 010
Session Chair: Dixit Bhatta, University of Delaware

Physics-Inspired Mobile Cloudlet Placement in Next-Generation Edge Networks
Dixit Bhatta and Lena Mashayekhy

Memory Efficient Binary Convolutional Neural Networks on Microcontrollers
Fouad Sakr, Riccardo Berta, Joseph Doyle, Hamoud Younes, Alessandro De Gloria and Francesco Bellotti

A Robust Latent Factor Analysis Model for Incomplete Data Recovery in Wireless Sensor Networks
Zhikai Yu, Di Wu and Yi He

Distributed Edge (EDG 8)
Thursday July 14, 10:45-12:00
Room 010
Session Chair: Xiaofei Xu, Harbin Institute of Technology

A Novel Heterogeneous Computing Middleware for Mobile AI Services
Zihao Shao, Tonghua Su, Manyang Xu, Qinglin Liu, Ruipeng Han and Zhongjie Wang

Querying Distributed Sensor Streams in the Edge-to-Cloud Continuum
Roman Karlstetter, Robert Widhopf-Fenk and Martin Schulz