Carla Fabiana Chiasserini
Showing 17 publications
O-RAN Intelligence Orchestration Framework for Quality-Driven Xapp Deployment and Sharing
Distributing Inference Tasks Over Interconnected Systems Through Dynamic DNNs
Dynamic Management of Constrained Computing Resources for Serverless Services
Combining Relevance and Magnitude for Resource-saving DNN Pruning
Enabling efficient collection and usage of network performance metrics at the edge
OREO: O-RAN intElligence Orchestration of xApp-based network services
Data-Driven and Privacy-Preserving Cooperation in Decentralized Learning
Adaptive Autopilot: Constrained Drl for Diverse Driving Behaviors
OffloaDNN: Shaping DNNs for Scalable Offloading of Computer Vision Tasks at the Edge
Resource-aware Deployment of Dynamic DNNs over Multi-tiered Interconnected Systems
Resource-Efficient Sensor Fusion via System-Wide Dynamic Gated Neural Networks
Target Wake Time Scheduling for Time-Sensitive Networking in the Industrial IoT
Morphable Networks for Cross-Layer and Cross-Domain Programmability: A Novel Network Paradigm
Tensor Compression and Reconstruction in Split DNN for Real-time Object Detection at the Edge
AI/ML-based services and applications for 6G-connected and autonomous vehicles
Dependable Distributed Training of Compressed Machine Learning Models
Distributed Learning with Memory: Optimizing Model Usage across Training Tasks
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