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

EDG_REG_016
Robustness and Personalization in Federated Learning: A Unified Approach via Regularization
Achintya Kundu, Pengqian Yu, Laura Wynter and Shiau Hong Lim

EDG_REG_056
Computationally Efficient Auto-Weighted Aggregation for Heterogeneous Federated Learning
Zahidur Talukder and Mohammad A. Islam

EDG_REG_024
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

EDG_REG_020
CCEI-IoT: Clustered and Cohesive Edge Intelligence in Internet of Things
Chinmaya Kumar Dehury, Praveen Kumar Donta, Schahram Dustdar and Satish Narayana Srirama

EDG_REG_035
Monitoring of IoT Systems at the Edge with Transformer-based Graph Convolutional Neural Networks
Amadou Ba, Fabio Lorenzi and Joern Ploennigs

EDG_REG_037
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

EDG_REG_047
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

EDG_REG_044
Role of Fog Computing in Smart Spaces
Raafat Aburukba, Fatema Elwy and A.R. Al-Ali

EDG_SHT_001
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

EDG_REG_048
A Middleware for Secure Integration of Heterogeneous Edge Devices
Arthur Desuert, Stephanie Chollet, Laurent Pion and David Hely

EDG_REG_019
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

EDG_REG_036
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

EDG_REG_022
A Privacy-aware Data Sharing Framework for Internet of Things Through Edge Computing Platform
Akbar Telikani, Jun Shen, Peng Wang and Jie Yang

EDG_REG_061
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

EDG_REG_021
A Novel Skill Model Supporting Complex and Reliable Interactions between Users, VPA and External Services
Xizhe Zhang, Demin Yu, Min Liu and Zhongjie Wang

EDG_REG_028
CONTINUER: Maintaining Distributed DNN Services During Edge Failures
Ayesha Abdul Majeed, Peter Kilpatrick, Ivor Spence and Blesson Varghese

EDG_SHT_049
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

EDG_REG_030
Physics-Inspired Mobile Cloudlet Placement in Next-Generation Edge Networks
Dixit Bhatta and Lena Mashayekhy

EDG_REG_041
Memory Efficient Binary Convolutional Neural Networks on Microcontrollers
Fouad Sakr, Riccardo Berta, Joseph Doyle, Hamoud Younes, Alessandro De Gloria and Francesco Bellotti

EDG_SHT_023
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

EDG_REG_018
A Novel Heterogeneous Computing Middleware for Mobile AI Services
Zihao Shao, Tonghua Su, Manyang Xu, Qinglin Liu, Ruipeng Han and Zhongjie Wang

EDG_SHT_014
Querying Distributed Sensor Streams in the Edge-to-Cloud Continuum
Roman Karlstetter, Robert Widhopf-Fenk and Martin Schulz