Cover Image

Meta-Continual Mobility Forecasting for Proactive Handover Prediction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Mandapati, Sasi Vardhan Reddy
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Networking and Internet Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CHOMET: Conditional Handovers via Meta-Learning
by: Kalntis, Michail, et al.
Published: (2025)

Proactive SFC Provisioning with Forecast-Driven DRL in Data Centers
by: Moshiri, Parisa Fard, et al.
Published: (2026)

Smooth Handovers via Smoothed Online Learning
by: Kalntis, Michail, et al.
Published: (2025)

Intelligent Dynamic Handover via AI-assisted Signal Quality Prediction in 6G Multi-RAT Networks
by: Bartsioka, Maria Lamprini A., et al.
Published: (2025)

MILD: Multi-Intent Learning and Disambiguation for Proactive Failure Prediction in Intent-based Networking
by: Hossain, Md. Kamrul, et al.
Published: (2026)

Data Matters: The Case of Predicting Mobile Cellular Traffic
by: Vesselinova, Natalia, et al.
Published: (2024)

MILAAP: Mobile Link Allocation via Attention-based Prediction
by: Chen, Yung-Fu, et al.
Published: (2025)

Improving the Reliability of Cable Broadband Networks via Proactive Network Maintenance
by: Hu, Jiyao, et al.
Published: (2024)

Accelerating Handover in Mobile Satellite Network
by: Wu, Jiasheng, et al.
Published: (2024)

Beyond Regularity: Modeling Chaotic Mobility Patterns for Next Location Prediction
by: Wu, Yuqian, et al.
Published: (2025)

Forecasting Individual NetFlows using a Predictive Masked Graph Autoencoder
by: Anyfantis, Georgios, et al.
Published: (2026)

Context-Aware Mobile Network Performance Prediction Using Network & Remote Sensing Data
by: Shibli, Ali, et al.
Published: (2024)

Dual-Graph Multi-Agent Reinforcement Learning for Handover Optimization
by: Salvatori, Matteo, et al.
Published: (2026)

AWaRe-SAC: Proactive Slice Admission Control under Weather-Induced Capacity Uncertainty
by: Jacoby, Dror, et al.
Published: (2026)

PHandover: Parallel Handover in Mobile Satellite Network
by: Wu, Jiasheng, et al.
Published: (2025)

Semantic-Aware Edge Intelligence for UAV Handover in 6G Networks
by: Al-Hameed, Aubida A., et al.
Published: (2025)

Which Deep Learner? A Systematic Evaluation of Advanced Deep Forecasting Models Accuracy and Efficiency for Network Traffic Prediction
by: Babai, Eilaf MA, et al.
Published: (2026)

Adaptive Alarm Threshold Prediction in 4G Mobile Networks: A Percentile-Guided Deep Learning Framework with Interpretable Outputs
by: Roy, Ayon, et al.
Published: (2026)

Multi-Agent Q-Learning for Real-Time Load Balancing User Association and Handover in Mobile Networks
by: Alizadeh, Alireza, et al.
Published: (2024)

Handover and SINR-Aware Path Optimization in 5G-UAV mmWave Communication using DRL
by: Machumilane, Achilles Kiwanuka, et al.
Published: (2025)

Fault Detection in Mobile Networks Using Diffusion Models
by: Nabeel, Mohamad, et al.
Published: (2024)

MetaSTNet: Multimodal Meta-learning for Cellular Traffic Conformal Prediction
by: Ma, Hui, et al.
Published: (2025)

Self-Explaining Reinforcement Learning for Mobile Network Resource Allocation
by: Nowosadko, Konrad, et al.
Published: (2025)

Beyond Normal: Learning Spatial Density Models of Node Mobility
by: Gao, Wanxin, et al.
Published: (2024)

Federated Learning-Assisted Optimization of Mobile Transmission with Digital Twins
by: Heydari, Mohammad, et al.
Published: (2026)

Large Language Model-Driven Curriculum Design for Mobile Networks
by: Erak, Omar, et al.
Published: (2024)

Mobility-Aware Federated Self-supervised Learning in Vehicular Network
by: Gu, Xueying, et al.
Published: (2024)

System States Forecasting of Microservices with Dynamic Spatio-Temporal Data
by: Xu, Yifei, et al.
Published: (2024)

Enhancing NOMA Handover Performance Using Hybrid AI-Driven Modulated Deterministic Sequences
by: Majhi, Sumita, et al.
Published: (2026)

Federated Reinforcement Learning for Efficient Mobile Crowdsensing under Incomplete Information
by: Dongare, Sumedh J., et al.
Published: (2026)

NetBurst: Event-Centric Forecasting of Bursty, Intermittent Time Series
by: Guthula, Satyandra, et al.
Published: (2025)

Cloud-Edge Collaborative Large Models for Robust Photovoltaic Power Forecasting
by: Qiao, Nan, et al.
Published: (2026)

Attacks Against Mobility Prediction in 5G Networks
by: Atiiq, Syafiq Al, et al.
Published: (2024)

Optimizing Storage Overhead of User Behavior Log for ML-embedded Mobile Apps
by: Gong, Chen, et al.
Published: (2025)

LightningNet: Distributed Graph-based Cellular Network Performance Forecasting for the Edge
by: Zacharopoulos, Konstantinos, et al.
Published: (2024)

Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning Approach
by: He, Xingqiu, et al.
Published: (2023)

Real-Time Network Traffic Forecasting with Missing Data: A Generative Model Approach
by: Deng, Lei, et al.
Published: (2025)

PreHO: Predictive Handover for LEO Satellite Networks
by: He, Xingqiu, et al.
Published: (2026)

LLM-Driven Stationarity-Aware Expert Demonstrations for Multi-Agent Reinforcement Learning in Mobile Systems
by: Duan, Tianyang, et al.
Published: (2025)

Asynchronous Fractional Multi-Agent Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing
by: Jin, Lyudong, et al.
Published: (2024)