Part of the 2025 IEEE World Congress on SERVICES
July 7-12
Helsinki, Finland
IEEE INTERNATIONAL CONFERENCE ON EDGE COMPUTING & COMMUNICATIONS
EDGE 2025 - Conference Program
EDGE-CON-S1 (Session I)
Applications
8:30 – 9:40
Room F3003
Session Chair: TBA
EDG_REG_64: Blockchain-Enabled Distributed Data Management for Smart Health: Enhancing Integrity and Auditability in Edge-Fog-Cloud Ecosystems
Rafael A. G. Lima, Douglas D. J. de Macedo and Celina A. G. Lima
EDG_REG_17: Edge-Enabled Collaborative Object Detection for Real-Time Multi-Vehicle Perception
Everett Richards, Bipul Thapa and Lena Mashayekhy
EDG_REG_65: SCAREY: Location-Aware Service Lifecycle Management
Kurt Horvath, Dragi Kimovski and Radu Prodan
EDGE-CON-S2 (Session II)
Tools & Platforms
13:40 – 14:50
Room F3003
Session Chair: TBA
EDG_REG_67: iKafka: Intelligent Storage Management for Adaptive Event Streaming in Kafka
Yangyang Wang, Alaa Saleh, Praveen Kumar Donta, Naser Hossein Motlagh, Lauri Lovén, Sasu Tarkoma and Schahram Dustdar
EDG_REG_72: Stardust: A Scalable and Extensible Simulator for the 3D Continuum
Thomas Werner Pusztai, Jan Hisberger, Cynthia Marcelino and Stefan Nastic
EDG_REG_74: Integrity Verification Framework for User Subscribed AI Models on the Edge Platform
Oluwafeyisayo Oyeniyi, Ayan Roy and Amartya Sen
EDGE-CON-S3 (Session III)
Performance
15:10 – 16:20
Room F3003
Session Chair: TBA
EDG_REG_37: ScanTAP: Balancing Throughput, Accuracy and Power consumption for Concurrent DNN Execution on Heterogeneous Multi-Accelerator Edge Platforms
Omkar Shende and Gayathri Ananthanarayanan
EDG_REG_43: Early-Exit DNN Inference on HMPSoCs
Saeed Khalilian Gourtani, Ehsan Aghapour, Nirvana Meratnia, Andy Pimentel and Anuj Pathania
EDG_SHT_676: Environment-Aware Dynamic Pruning for Pipelined Edge Inference
Austin O’Quinn, Conor Snedeker, Siyuan Zhang and Jenna Kline
EDG_WIP_73: Enabling Fairness Across Multi-modal and Multi-agent Applications
Rui Zhang and Liting Hu
EDGE-CON-S4 (Session IV)
Keynote
16:20 – 17:30
Room F3003
Session Chair: TBA
EDGE-CON-S5 (Session V)
Benchmarking & Scheduling
8:30 – 9:40
Room F3003
Session Chair: TBA
EDG_REG_18: Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum Systems
Alfreds Lapkovskis, Boris Sedlak, Sindri Magnússon, Schahram Dustdar and Praveen Kumar Donta
EDG_REG_32: Automating Multi-Tenancy Performance Evaluation on Edge Compute Nodes
Joanna Georgiou, Moysis Symeonides, George Pallis and Marios D. Dikaiakos
EDG_REG_55: Convergo: Multi-SLO-Aware Scheduling for Heterogeneous AI Accelerators on Edge Devices
Ting Jiang, Jianwei Hao, Sushruth Harsha, Rakandhiya D. Rachmanto, Arief Setyanto, Lakshmish Ramaswamy and In Kee Kim
EDGE-CON-S6 (Session VI)
Panel Discussion
11:10 – 12:20
Room F3003
Session Chair: TBA
EDGE-CON-S7 (Session VII)
Edge Training
13:40 – 14:50
Room F3003
Session Chair: TBA
EDG_REG_66: Empowering Clients: Self-Adaptive Federated Learning for Data Quality Challenges
Zahidur Talukder, Muhammad Rana, Keaton Hamm and Mohammad A. Islam
EDG_REG_11: Energy Efficient Client Selection in Federated Learning for Orbital Edge Computing
Bara’Ah Al-Blewi, Bahman Javadi and Rodrigo Neves Calheiros
EDG_REG_69: Semi-decentralized Training of Spatio-Temporal Graph Neural Networks for Traffic Prediction
Ivan Kralj, Lodovico Giaretta, Gordan Ježić, Ivana Podnar Žarko and Šarūnas Girdzijauskas
EDGE-CON-S8 (Session VIII)
Federated Learning
15:10 – 16:20
Room F3003
Session Chair: TBA
CON_REG_37: D3FL – Data Distribution and Detrending for Robust Federated Learning in Non-linear Time-series Data
Harsha Varun Marisetty, Manik Gupta and Yogesh Simmhan
CON_REG_68: A Personalized and Explainable Federated Learning Approach for Fitness Recommendation Systems
Sadi Alawadi, Feras Awaysheh, Thambugala Athukoralalage Jayani Sandunka Athukorala, Saket Gande and Fahed Alkhabbas
