3 papers
cs.NI2025
Towards Scalable O-RAN Resource Management: Graph-Augmented Proximal Policy Optimization
Duc-Thinh Ngo, Kandaraj Piamrat, Ons Aouedi +2
Open Radio Access Network (O-RAN) architectures enable flexible, scalable, and cost-efficient mobile networks by disaggregating and virtualizing baseband functions. However, this f…
cs.AI2023
A Study on Knowledge Graph Embeddings and Graph Neural Networks for Web Of Things
Rohith Teja Mittakola, Thomas Hassan
Graph data structures are widely used to store relational information between several entities. With data being generated worldwide on a large scale, we see a significant growth in…
cs.AI2014
Semantic HMC for Big Data Analysis
Thomas Hassan, Rafael Peixoto, Christophe Cruz +2
Analyzing Big Data can help corporations to im-prove their efficiency. In this work we present a new vision to derive Value from Big Data using a Semantic Hierarchical Multi-label…