5 citations · 9 across the 3 of their papers we have counts for
3 papers · 1 filter
Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning
Huong Nguyen, Hong-Tri Nguyen, Praveen Kumar Donta +2
Federated learning has emerged as a privacy-preserving technique for collaborative model training across heterogeneously distributed silos. Yet, its reliance on a single central se…
Follow-Me AI: Energy-Efficient User Interaction with Smart Environments
Alaa Saleh, Praveen Kumar Donta, Roberto Morabito +2
This article introduces Follow-Me AI, a concept designed to enhance user interactions with smart environments, optimize energy use, and provide better control over data captured by…
EISim: A Platform for Simulating Intelligent Edge Orchestration Solutions
Henna Kokkonen, Susanna Pirttikangas, Lauri Lovén
To support the stringent requirements of the future intelligent and interactive applications, intelligence needs to become an essential part of the resource management in the edge…