EDGE

Publications

volume 14205, 2024

Edge Computing - EDGE 2023 - 7th International Conference, Held as Part of the Services Conference Federation, SCF 2023 Shenzhen, China, December 17-18, 2023, Proceedings EDGE 14205 (2024)

2023

Runyu Jin, Qirui Yang, Ming Zhao
When Edge Meets FaaS: Opportunities and Challenges. EDGE (2023)
Joy Dutta, Deepak Puthal
Human-Centered Explainable AI at the Edge for eHealth. EDGE (2023)
Edon Govori, Ilir Murturi, Schahram Dustdar
A Comprehensive Performance Evaluation of Procedural Geometry Workloads on Resource-Constrained Devices. EDGE (2023)
Cesare Pautasso
A Brief History of Liquid Software. EDGE (2023)
Tse-Yu Chen, Yao Chiang, Jian-Han Wu, Huan-Ting Chen, Chiao-Cheng Chen, Hung-Yu Wei
IEEE P1935 Edge/Fog Manageability and Orchestration: Standard and Usage Example. EDGE (2023)
Sihai Tang, Shengze Wang, Song Fu, Qing Yang
Perception Workload Characterization and Prediction on the Edges with Memory Contention for Connected Autonomous Vehicles. EDGE (2023)
Ramyad Hadidi, Jiashen Cao, Michael S. Ryoo, Hyesoon Kim
Reducing Inference Latency with Concurrent Architectures for Image Recognition at Edge. EDGE (2023)
Priyal Thakkar, Ashish Singh Patel, Gaurav Shukla, Arzad Alam Kherani, Brejesh Lall
Performance Analysis of Real-Time Video Surveillance Application Leveraging Edge and Cloud. EDGE (2023)
Michele Boldo, Damiano Carra, Davide Quaglia, Nicola Bombieri
A Dynamic and Collaborative Deep Inference Framework for Human Motion Analysis in Telemedicine. EDGE (2023)
Joffrey de Oliveira, Christophe Callé, Philippe Calvez, Olivier Curé
Towards Autonomous Anomaly Management Using Semantic Technologies at the Edge. EDGE (2023)
Robert Pell, Mohammad Shojafar, Dimitrios Kosmanos, Sotiris Moschoyiannis
Service Classification of Network Traffic in 5G Core Networks using Machine Learning. EDGE (2023)
Ronit Das, Tie Luo
LightESD: Fully-Automated and Lightweight Anomaly Detection Framework for Edge Computing. EDGE (2023)
Paul Agbaje, Afia Anjum, Zahidur Talukder, Mohammad A. Islam, Ebelechukwu Nwafor, Habeeb Olufowobi
FedCime: An Efficient Federated Learning Approach For Clients in Mobile Edge Computing. EDGE (2023)
Mikolaj Lysakowski, Kamil Zywanowski, Adam Banaszczyk, Michal R. Nowicki, Piotr Skrzypczynski, Slawomir Konrad Tadeja
Real-Time Onboard Object Detection for Augmented Reality: Enhancing Head-Mounted Display with YOLOv8. EDGE (2023)
Achintya Kundu, Laura Wynter, Rhui Dih Lee, Luis Angel D. Bathen
Transfer-Once-For-All: AI Model Optimization for Edge. EDGE (2023)
Qing Charles Cao, Yunhe Feng
Probabilistic Error Reasoning on IoT Edge Devices. EDGE (2023)
Eduardo S. Gama, Natesha B. V, Roger Immich, Luiz F. Bittencourt
An Orchestrator Architecture for Multi-tier Edge/Cloud Video Streaming Services. EDGE (2023)
Feras M. Awaysheh, Riccardo Tommasini, Ahmed Awad
Big Data Analytics from the Rich Cloud to the Frugal Edge. EDGE (2023)
Dheeraj Ramchandani, Bahar Asgari, Hyesoon Kim
Spica: Exploring FPGA Optimizations to Enable an Efficient SpMV Implementation for Computations at Edge. EDGE (2023)
IEEE International Conference on Edge Computing and Communications, EDGE 2023, Chicago, IL, USA, July 2-8, 2023 EDGE (2023)
Zuo Huang, Richard O. Sinnott
Improved Knowledge Distillation for Crowd Counting on IoT Devices. EDGE (2023)
Shashikant Ilager, Vincenzo De Maio, Ivan Lujic, Ivona Brandic
Data-centric Edge-AI: A Symbolic Representation Use Case. EDGE (2023)
Hadjer Benmeziane, Corey Lammie, Irem Boybat, Malte J. Rasch, Manuel Le Gallo, Hsinyu Tsai, Ramachandran Muralidhar, Smaïl Niar, Hamza Ouarnoughi, Vijay Narayanan, Abu Sebastian, Kaoutar El Maghraoui
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing. EDGE (2023)
Zeyuan Wang, Xinglin Zhang, Lei Yang
EIS: Edge Information-Aware Scheduler for Containerized IoT Applications. EDGE (2023)
Tarik Zakaria Benmerar, Theodoros Theodoropoulos, Diogo Fevereiro, Luis Rosa, João Rodrigues, Tarik Taleb, Paolo Barone, Konstantinos Tserpes, Luís Cordeiro
Intelligent Multi-Domain Edge Orchestration for Highly Distributed Immersive Services: An Immersive Virtual Touring Use Case. EDGE (2023)
Maryam Pourreza, Priya Narasimhan
A Survey of Faults and Fault-Injection Techniques in Edge Computing Systems. EDGE (2023)
Gloire Rubambiza, Braulio Dumba, Andrew J. Anderson, Hakim Weatherspoon
EdgeRDV: A Framework for Edge Workload Management at Scale. EDGE (2023)
Alexander Droob, Daniel Morratz, Frederik Langkilde Jakobsen, Jacob Carstensen, Magnus Mathiesen, Rune Bohnstedt, Michele Albano, Sergio Moreschini, Davide Taibi
Fault Tolerant Horizontal Computation Offloading. EDGE (2023)
Jayden King, Young Choon Lee
eDashA: Edge-based Dash Cam Video Analytics. EDGE (2023)
Chao Wang, Yiran Zhang, Qing Li, Ao Zhou, Shangguang Wang
Satellite Computing: A Case Study of Cloud-Native Satellites. EDGE (2023)
Omar Naman, Hala Qadi, Martin Karsten, Samer Al-Kiswany
MECBench: A Framework for Benchmarking Multi-Access Edge Computing Platforms. EDGE (2023)
Johan Løhde Thomsen, Kristian Dragsbæk Schmidt Thomsen, Rasmus B. Schmidt, Søren D. Jakobsgaard, Thor Beregaard, Michele Albano, Sergio Moreschini, Davide Taibi
Edge Computing Tasks Orchestration: An Energy-Aware Approach. EDGE (2023)
Paul Townend, Alberto P. Martí, Idoia De-la-Iglesia, Nikolaos Matskanis, Thomas Ohlson Timoudas, Torsten Hallmann, Antonio Lalaguna, Kaja Swat, Francesco Renzi, Dominik Bochenski, Marco Mancini, Monowar H. Bhuyan, Marco González-Hierro, Sébastien Dupont, Johan Kristiansson, Rubén S. Montero, Erik Elmroth, Ivá Valdés, Philippe Massonet, Daniel Olsson, Ignacio Martín Llorente, Per-Olov Östberg, Michael Abdou
COGNIT: Challenges and Vision for a Serverless and Multi-Provider Cognitive Cloud-Edge Continuum. EDGE (2023)
Roger Iyengar, Qifei Dong, Chanh Nguyen, Padmanabhan Pillai, Mahadev Satyanarayanan
Offload Shaping for Wearable Cognitive Assistance. EDGE (2023)
Ramyad Hadidi, Nima Shoghi Ghaleshahi, Bahar Asgari, Hyesoon Kim
Context-Aware Task Handling in Resource-Constrained Robots with Virtualization. EDGE (2023)
Neda Shalavi, Aria Khoshsirat, Marco Stellini, Andrea Zanella, Michele Rossi
Accurate Calibration of Power Measurements from Internal Power Sensors on NVIDIA Jetson Devices. EDGE (2023)
Giorgia Sirigu, Barbara Carminati, Elena Ferrari
ConPrEF: A Context-based Privacy Enforcement Framework for Edge Computing. EDGE (2023)
Mohammed Al-Khafajiy, Ghaith Al-Tameemi, Thar Baker
DDoS-FOCUS: A Distributed DoS Attacks Mitigation using Deep Learning Approach for a Secure IoT Network. EDGE (2023)
Praveen Kumar Donta, Schahram Dustdar
Towards Intelligent Data Protocols for the Edge. EDGE (2023)
Michael Gibbs, Eiman Kanjo
Realising the Power of Edge Intelligence: Addressing the Challenges in AI and tinyML Applications for Edge Computing. EDGE (2023)
Keita Hagiwara, Yanzhi Li, Midori Sugaya
Weighted Load Balancing Method for Heterogeneous Clusters on Hybrid Clouds. EDGE (2023)
Abhijit Kumar, Tauseef Ahmed, Konica Saini, Jay Kumar
NEOS: Non-intrusive Edge Observability stack based on Zero Trust security model for Ubiquitous Computing. EDGE (2023)
Yixuan Wang, Abhishek Chandra, Jon B. Weissman
SQuBA: Social Quorum Based Access Control for Open IoT Environments. EDGE (2023)
Pierre-Louis Sixdenier, Stefan Wildermann, Martin Ottens, Jürgen Teich
Seque: Lean and Energy-aware Data Management for IoT Gateways. EDGE (2023)
József Sándor, Roland Nagy, Levente Buttyán
PATRIoTA: A Similarity-based IoT Malware Detection Method Robust Against Adversarial Samples. EDGE (2023)
Haoran Shi, Shijun Liu, Li Pan
Domain modeling for scenario sensing and edge decision-making. EDGE (2023)
Elena Becker, Maanak Gupta, Kshitiz Aryal
Using Machine Learning for Detection and Classification of Cyber Attacks in Edge IoT. EDGE (2023)
Burkhard Ringlein, François Abel, Dionysios Diamantopoulos, Beat Weiss, Christoph Hagleitner, Dietmar Fey
DOSA: Organic Compilation for Neural Network Inference on Distributed FPGAs. EDGE (2023)
Ilche Georgievski, Marco Aiello
The Potentials of AI Planning on the Edge. EDGE (2023)