EDGE 2024 Technical Program
EDGE 1: System
15:40 – 16:50
Location: Madrid 2
Session Chair: Hongyue Wu
| An Empirical Study on Edge-to-Cloud Continuum for Smart Applications: Performance, Design Patterns, and Key Factors Norman Chen, Adel N. Toosi, Bahman Javadi, Daghash Alqahtani, Mohammad Sadegh Aslanpour, Minxian Xu |
| Cross Network Layer Cognitive Service Orchestration in Edge Computing Systems Milad Rafiee, Özgü Alay, Amir Taherkordi |
| CargoSync: Efficient Containerd Image Updates in Low-Bandwidth Edge Environments with Rsync-based Delta Compression Ioannis Protogeros, Michalis Karamousadakis, Michail Rizakis, Antonios Porichis |
| Do 5G Networks Achieve The Proclaimed Promises? An Empirical Study Using YouTube Edge Service Peixuan Song, Junkyu Lee, Ahmed M. Abdelmoniem, Lev Mukhanov |
EDGE 2: Scheduling & Routing
17:00 – 18:10
Location: Madrid 2
Session Chair: Xiaolong Xu
| Navigator: A Decentralized Scheduler for Latency-Sensitive AI Workflows Yuting Yang, Andrea Merlina, Weijia Song, Tiancheng Yuan, Ken Birman, Roman Vitenberg |
| Reliable Network Performance for Edge Networks with QoS-Aware Adaptive Routing Osama Abu Hamdan, Engin Arslan |
| CONCIERGE: Towards Accuracy-Driven Bandwidth Allocation for Video Analytics Applications in Edge Network Yuyang Huang, Faishal Zharfan, Hendrawan Hendrawan, Haryadi S. Gunawi, Junchen Jiang |
| QEdgeProxy: QoS-Aware Load Balancing for IoT Services in the Computing Continuum Ivan Čilić, Valentin Jukanović, Ivana Podnar Žarko, Pantelis Frangoudis, Schahram Dustdar |
iEDGE Symposium 1
14:00 – 15:10
Location: Madrid 6
Session Chair: Yingjie Wang, Yantai University
Schahram Dustddar: Towards Active Inference for Distributed Intelligence in the Computing Continuum |
| Are Large Language Models Good Neural Architecture Generators for Edge? Hadjer Benmeziane and Kaoutar El Maghraoui |
iEDGE Symposium 2
15:40 – 16:50
Location: Madrid 6
Session Chair: Yingjie Wang, Yantai University
| EfficientMedSAM: Accelerating Medical Image Segmentation via Neural Architecture Search and Knowledge Distillation Arnold Caleb Asiimwe, William Das, Hadjer Benmeziane and Kaoutar El Maghraoui |
| Trust-based Distributed Edge Worker Recruitment Method in Collaborative Mobile Crowdsourcing Zhongwei Zhan, Yingjie Wang |
| Federated Indirect Fine-Tuning of Foundation Models in Edge Computing Zhaopeng Peng, Xiaoliang Fan |
iEDGE Symposium 3
17:00 – 18:10
Location: Madrid 6
Session Chair: Yingjie Wang, Yantai University
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Joint CLOUD/EDGE Keynote
14:00 – 15:10
Location: Espana II
Session Chair: TBD
| Title TBA Rajkumar Buyya, University of Melbourne |
EDGE 3: Inference Optimization
15:40 – 16:50
Location: Espana I
Session Chair: Yingjie Wang
| The Impact of GPU on Containerized Computer Vision Applications on Edge Nodes Osamah I Alqaisi, Ali Saman Tosun, Turgay Korkmaz |
| Split DNN Inference for Exploiting Near-Edge Accelerators Hao Liu, Mohammed Fouda, Ahmed Eltawil, Suhaib A. Fahmy |
| A Case for Deploying Dynamic Neural Network on Edge-Cloud Continuum Environment Muhammad Syafiq Mohd Pozi, Yukinori Sato |
EDGE 4: Model Training & Compression
9:00 – 10:10
Location: Madrid 5
Session Chair: Zigui Jiang
| FedCode: Communication-Efficient Federated Learning via Transferring Codebooks Saeed Khalilian Gourtani, Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia |
| Characterizing Deep Learning Model Compression with Post-Training Quantization on Accelerated Edge Devices Rakandhiya Daanii Rachmanto, Zaki Indra Sukma, Ahmad Naufal Labiib Nabhaan, Arief Setyanto, Ting Jiang, In Kee Kim |
| Classifier Reuse-Based Contrastive Knowledge Distillation Zhipeng Gao, Shu Yang, Xinlei Yu, Zijia Mo, Lanlan Rui, Yang Yang |
EDGE 5: Task Partitioning & Allocation
10:40 – 11:50
Location: Madrid 6
Session Chair: Xuan Liu
| Markov Blanket Composition of SLOs Boris Sedlak, Víctor Casamayor Pujol, Praveen Kumar Donta, Schahram Dustdar |
| Data Sharing-Aware Online Algorithms for Task Allocation in Edge Computing Systems Sanaz Rabinia, Daniel Grosu |
| DONNA: Distributed Optimized Neural Network Allocation on CIM-based Heterogeneous Accelerators Mojtaba Alshams, Kamilya Smagulova, Suhaib Fahmy, Mohammed Fouda, Ahmed Eltawil |
