PLUME: Building a Network-Native Foundation Model for Wireless Traces via Protocol-Aware Tokenization
Fuente:
arXiv
Saved in:
| Main Authors: | Pradhan, Swadhin, Irshad, Shazal, Henry, Jerome |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Tidal-Like Concept Drift in RIS-Covered Buildings: When Programmable Wireless Environments Meet Human Behaviors
by: Wu, Zi-Yang, et al.
Published: (2025)
by: Wu, Zi-Yang, et al.
Published: (2025)
Interpreting Deep Neural Network-Based Receiver Under Varying Signal-To-Noise Ratios
by: Tuononen, Marko, et al.
Published: (2024)
by: Tuononen, Marko, et al.
Published: (2024)
Deep Reinforcement Learning-Based Precoding for Multi-RIS-Aided Multiuser Downlink Systems with Practical Phase Shift
by: Chou, Po-Heng, et al.
Published: (2025)
by: Chou, Po-Heng, et al.
Published: (2025)
An Overview of Integration of the Virtualization of Network Functions in the Context of Information Centric Networks
by: Castillo, Antonio Cortés
Published: (2024)
by: Castillo, Antonio Cortés
Published: (2024)
HaLert: A Resilient Smart City Architecture for Post-Disaster Based on Wi-Fi HaLow Mesh and SDN
by: Ortigoso, Ana Rita, et al.
Published: (2025)
by: Ortigoso, Ana Rita, et al.
Published: (2025)
Multicast-partitioning in Time-triggered Stream Planning for Time-Sensitive Networks
by: Geppert, Heiko, et al.
Published: (2025)
by: Geppert, Heiko, et al.
Published: (2025)
Network-Optimised Spiking Neural Network (NOS) Scheduling for 6G O-RAN: Spectral Margin and Delay-Tail Control
by: Bilal, Muhammad, et al.
Published: (2025)
by: Bilal, Muhammad, et al.
Published: (2025)
MCP-Diag: A Deterministic, Protocol-Driven Architecture for AI-Native Network Diagnostics
by: Lodha, Devansh, et al.
Published: (2026)
by: Lodha, Devansh, et al.
Published: (2026)
EPFL-REMNet: Efficient Personalized Federated Digital Twin Towards 6G Heterogeneous Radio Environment
by: Li, Peide, et al.
Published: (2025)
by: Li, Peide, et al.
Published: (2025)
Multi-Level Damage-Aware Graph Learning for Resilient UAV Swarm Networks
by: Lin, Huan, et al.
Published: (2025)
by: Lin, Huan, et al.
Published: (2025)
Efficient Telecom Specific LLM: TSLAM-Mini with QLoRA and Digital Twin Data
by: Ethiraj, Vignesh, et al.
Published: (2025)
by: Ethiraj, Vignesh, et al.
Published: (2025)
GAN-Enhanced Deep Reinforcement Learning for Semantic-Aware Resource Allocation in 6G Network Slicing
by: John, Daniel Benniah
Published: (2026)
by: John, Daniel Benniah
Published: (2026)
Graph-Symbolic Policy Enforcement and Control (G-SPEC): A Neuro-Symbolic Framework for Safe Agentic AI in 5G Autonomous Networks
by: Vijay, Divya, et al.
Published: (2025)
by: Vijay, Divya, et al.
Published: (2025)
Enhancing Low-Altitude Airspace Security: MLLM-Enabled UAV Intent Recognition
by: Lei, Guangyu, et al.
Published: (2025)
by: Lei, Guangyu, et al.
Published: (2025)
Renting Edge Computing Resources for Service Hosting
by: Madnaik, Aadesh, et al.
Published: (2022)
by: Madnaik, Aadesh, et al.
Published: (2022)
Enabling Ultra-Dense, Open-RAN, Vehicular Networks with Non-Linear MIMO Processing
by: Katsaros, George N., et al.
Published: (2024)
by: Katsaros, George N., et al.
Published: (2024)
Durbin: Internet Outage Detection with Adaptive Passive Analysis
by: Enayet, Asma, et al.
Published: (2024)
by: Enayet, Asma, et al.
Published: (2024)
ORION: Intent-Aware Orchestration in Open RAN for SLA-Driven Network Management
by: Machado, Gabriela da Silva, et al.
Published: (2026)
by: Machado, Gabriela da Silva, et al.
Published: (2026)
Network-Optimised Spiking Neural Network for Event-Driven Networking
by: Bilal, Muhammad
Published: (2025)
by: Bilal, Muhammad
Published: (2025)
Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks
by: Yang, Li, et al.
Published: (2025)
by: Yang, Li, et al.
Published: (2025)
Architecture Proposal for 6G Systems Integrating Sensing and Communication
by: Gersing, Peter, et al.
Published: (2024)
by: Gersing, Peter, et al.
Published: (2024)
Demystifying Datapath Accelerator Enhanced Off-path SmartNIC
by: Chen, Xuzheng, et al.
Published: (2024)
by: Chen, Xuzheng, et al.
Published: (2024)
Dueling DDQN-Based Adaptive Multi-Objective Handover Optimization for LEO Satellite Networks
by: Chou, Po-Heng, et al.
Published: (2026)
by: Chou, Po-Heng, et al.
Published: (2026)
A Deep Reinforcement Learning-Based TCP Congestion Control Algorithm: Design, Simulation, and Evaluation
by: Ağlamazlar, Efe, et al.
Published: (2025)
by: Ağlamazlar, Efe, et al.
Published: (2025)
Worst-Case Discovery and Runtime Protection for RL-Based Network Controllers
by: Hè, Hongyu, et al.
Published: (2026)
by: Hè, Hongyu, et al.
Published: (2026)
Video QoE Metrics from Encrypted Traffic: Application-agnostic Methodology
by: Berger, Tamir, et al.
Published: (2025)
by: Berger, Tamir, et al.
Published: (2025)
DRIFT: Drift-Resilient Invariant-Feature Transformer for DGA Detection
by: Lee, Chaeyoung, et al.
Published: (2026)
by: Lee, Chaeyoung, et al.
Published: (2026)
No Traffic to Cry: Traffic-Oblivious Link Deactivation for Green Traffic Engineering
by: Ilsen, Max, et al.
Published: (2026)
by: Ilsen, Max, et al.
Published: (2026)
Secrecy Energy Efficiency Maximization in RIS-Aided Wireless Networks
by: Fotock, Robert Kuku, et al.
Published: (2024)
by: Fotock, Robert Kuku, et al.
Published: (2024)
Towards Energy- and QoS-aware Load Balancing for 6G: Leveraging O-RAN to Achieve Sustainable and Energy-Efficient 6G
by: Bruno, Gustavo Z., et al.
Published: (2025)
by: Bruno, Gustavo Z., et al.
Published: (2025)
NASP: Network Slice as a Service Platform for 5G Networks
by: Grings, Felipe Hauschild, et al.
Published: (2025)
by: Grings, Felipe Hauschild, et al.
Published: (2025)
Kernel-Level Per-Slice UPF Latency Measurement in Containerised 5G Core Networks
by: Mishra, Akhil Dev, et al.
Published: (2026)
by: Mishra, Akhil Dev, et al.
Published: (2026)
SCION Path Performance Toolkit and Benchmark for Advancing Machine Learning in Next-Generation Networks: ScionPathML
by: Rossi, Damien, et al.
Published: (2025)
by: Rossi, Damien, et al.
Published: (2025)
The Forest Behind the Tree: Revealing Hidden Smart Home Communication Patterns
by: De Keersmaeker, François, et al.
Published: (2025)
by: De Keersmaeker, François, et al.
Published: (2025)
Toward Autonomous and Efficient Cybersecurity: A Multi-Objective AutoML-based Intrusion Detection System
by: Yang, Li, et al.
Published: (2025)
by: Yang, Li, et al.
Published: (2025)
Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis
by: Yang, Li, et al.
Published: (2025)
by: Yang, Li, et al.
Published: (2025)
Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection
by: Yang, Li, et al.
Published: (2024)
by: Yang, Li, et al.
Published: (2024)
SLED: A Speculative LLM Decoding Framework for Efficient Edge Serving
by: Li, Xiangchen, et al.
Published: (2025)
by: Li, Xiangchen, et al.
Published: (2025)
A Theory of Goal-Oriented Medium Access: Protocol Design and Distributed Bandit Learning
by: Chiariotti, Federico, et al.
Published: (2025)
by: Chiariotti, Federico, et al.
Published: (2025)
Stack Management for MPLS Network Actions: Integration of Nodes with Limited Hardware Capabilities
by: Ihle, Fabian, et al.
Published: (2025)
by: Ihle, Fabian, et al.
Published: (2025)
Similar Items
-
Tidal-Like Concept Drift in RIS-Covered Buildings: When Programmable Wireless Environments Meet Human Behaviors
by: Wu, Zi-Yang, et al.
Published: (2025) -
Interpreting Deep Neural Network-Based Receiver Under Varying Signal-To-Noise Ratios
by: Tuononen, Marko, et al.
Published: (2024) -
Deep Reinforcement Learning-Based Precoding for Multi-RIS-Aided Multiuser Downlink Systems with Practical Phase Shift
by: Chou, Po-Heng, et al.
Published: (2025) -
An Overview of Integration of the Virtualization of Network Functions in the Context of Information Centric Networks
by: Castillo, Antonio Cortés
Published: (2024) -
HaLert: A Resilient Smart City Architecture for Post-Disaster Based on Wi-Fi HaLow Mesh and SDN
by: Ortigoso, Ana Rita, et al.
Published: (2025)