13:00 – 14:10
EDG-CON-S1
Edge Computing Platforms and Trustworthy Systems
Room: 216
Session Chair: Stephan Recker, Dortmund University of Applied Sciences and Arts
Welcome from the Chairs
EDG_REG_8: Practical Modeling for Split DNN Inference on Near-Edge Accelerators
Hao Liu; Mohammed Fouda; Ahmed Eltawil; Suhaib A. Fahmy
EDG_REG_12: EdgeFaaS: A Function-based Framework for Edge Computing
Neha Vadnere; Yu-Ting Wang; Yitao Chen; Sreehari Sadesh; Ming Zhao
EDG_REG_47: NeSy-Edge: Neuro-Symbolic Trustworthy Self-Healing in the Computing Continuum
Peihan Ye; Alfreds Lapkovskis; Alaa Saleh; Qiyang Zhang; Praveen Kumar Donta
14:10 – 15:20
EDG-CON-S2
Edge Applications, Vision AI and Resource Management
Room: 216
Session Chair: Ming Zhao, Arizona State University
EDG_REG_19: EVLM: Intent-Driven Edge Vision-Language Model for UAV-Based Power Line Inspection
Reza Farahani; Zoha Azimi; Ilir Murturi; Arda Goknil; Sagar Sen; Christian Timmerer; Schahram Dustdar
EDG_REG_42: Fair Battery Degradation-Aware Edge Admission for Mobile Systems
Akshar Chavan; Syeda Tanjila Atik; Marco Brocanelli
EDG_REG_52: SENTRY: Statistical Reliability Analysis of Vision Transformers Under Soft Errors
Pramit Kumar Bhaduri; Mahdi Taheri; Samira Nazari; Maksim Jenihhin; Christian Herglotz; Michael Hübner
15:50 – 17:00
EDG-CON-S3
Edge Learning and Federated Applications
Room: 216
Session Chair: Shaleeza Sohail, The University of Newcastle
EDG_REG_41: HASA: Subnet Allocation for Compute-Constrained Model-Heterogeneous Federated Learning
Amir Hossein Shahdadian; Ahmed M. Abdelmoniem; Mahdi Taheri; Samira Nazari; Christian Herglotz
EDG_REG_22: From GPU Servers to Raspberry Pi: Benchmarking Open-Source Speech-to-Text for Edge Deployment
Uyen Thy Duong; Pakeeza Akram
EDG_SHT_15: KaaS-Edge: Resource-Aware Knowledge Distillation Service for Heterogeneous Wireless Edge Networks Shengzhi Huang
EDG_SHT_17: A Causal-Driven Hierarchical Federated Learning Framework for Resilient Load Forecasting in Distributed Microgrids
Md. Julkar Nayeen Mahi; Ranesh Naha; Alistair Barros
13:00 – 14:10
EDG-CON-S4
Emerging Edge Applications and Infrastructure
Room: 216
Session Chair: Ibrahim Khalil, RMIT University
EDG_SHT_5: UAVchain: Blockchain Technology Applications for Unmanned Aerial Vehicles
Naresh Kshetri; Mir Mehedi Rahman; Bishwo Prakash Pokharel; Nafiz Eashrak; Bishnu Bhusal; Md Bahauddin Badhon
EDG_SHT_32: Adaptive Differential Privacy for Federated Intrusion Detection in IoT Networks Using Meta-Learning Control
Elham Aldhamari; Shaleeza Sohail; Nur Izura Udzir; Nasimul Noman; Kamran Shaukat
EDG_SHT_58: Latency-Aware Range Queries over Network Coordinates using Hilbert Curve Indexing
Urwah Muslim; Harsha Nanayakkara; Stephan Recker
EDG_WIP_29: Building Smallsats from Consumer Electronics for Federated Earth Observation
Peter Baumann; Antonio Garcia; Dimitar Misev; Bang Pham Huu; Tim Gust; Heike Hoenig
EDG_SHT_6: Joint Task Offloading Method Based on MEC in Internet of Vehicles
Yilong Sun; Lu Liang; Yamei Cai; Yueqing Dong; Siming Zhao
14:10 – 15:20
EDG-CON-S5
Federated Learning and Edge Intelligence (Remote)
Room: 216
Session Chair: Naresh Kshetri, Rochester Institute of Technology
EDG_REG_34: RAD-SFL: Resource-Aware Dynamic Split Federated Learning for Heterogeneous Edge Environments with Non-IID Data
Aditya Kalapaaking; Veronika Stephanie; Eric Samikwa; Ibrahim Khalil; Torsten Braun
EDG_REG_43: OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence
Keya Patel; Sajib Mistry; Sheik Fattah; Aneesh Krishna
EDG_REG_62: Trustworthy Federated Learning for Edge-Enabled Spatial Crowdsourcing with Malicious Source Identification
Md Mujibur Rahman; Quazi Mamun; Michael Bewong; Md Zahidul Islam
15:50 – 17:00
EDG-CON-S6
Edge AI, Inference and Intelligent Systems (Remote)
Room: 216
Session Chair: Hai Dong, RMIT University
EDG_REG_28: Profiling Neural Network Partitioning Strategies for Inference across the Computing Continuum
Nikolaos Papadakis; Kostas Magoutis; Georgios Bouloukakis
EDG_REG_33: Lang2Graph: Towards Leveraging Human Language for Indoor Topology Inference Using LLMs
Yaqoob Ansari; Moamin Ibrahim; Eduardo Feo Flushing; Khaled Harras
EDG_REG_36: FlowRAG: A Two-Stage Retrieval-Augmented Intrusion Detection System for Adaptive UAV Network Security
Sripath Mishra; Shradha Awasthi; Bharat Bhargava; Zizheng Liu; Shafkat Islam
13:00 – 14:10
EDG-CON-S7
Edge Platforms and Resilient Infrastructure (Remote)
Room: 216
Session Chair: Zhizhong Liu, Yantai University
EDG_REG_10: Benchmarking Edge TSDBs for Multi-Tenant Network Workloads under Container Budgets: Tail Latency, Jitter, and Failure Frontiers
Fuming Fu
EDG_REG_38: IRON: Causal Checkpointing and Recovery for Intermittent Edge Systems
Renan Silva; Gibeon Junior
EDG_WIP_2: Slicing or Spoofing? Detecting and Containing Resource Hijacking in B5G Network Slicing with Suspicious Traffic
Sameer Ali; Helena Rifà-Pous
EDG_WIP_20: Real-Time Low-Rate DDoS Detection on Resource-Constrained IoT Devices
Chen Xu; Matthew Kuo; Farzana Zahid
EDG_WIP_63: MUFFLe: Efficient Model Update Compression via Generalized Deduplication for Federated Learning
Xiaobo Zhao; Daniel E. Lucani