Efficient Information Updates in Compute-First Networking via Reinforcement Learning with Joint AoI and VoI
Fuente:
arXiv
Saved in:
| Main Authors: | Qi, Jianpeng, Liu, Chao, Xu, Chengxiang, Wang, Rui, Dong, Junyu, Yu, Yanwei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Deep-Reinforcement-Learning-Based AoI-Aware Resource Allocation for RIS-Aided IoV Networks
by: Qi, Kangwei, et al.
Published: (2024)
by: Qi, Kangwei, et al.
Published: (2024)
A Survey on Resource Management in Joint Communication and Computing-Embedded SAGIN
by: Chen, Qian, et al.
Published: (2024)
by: Chen, Qian, et al.
Published: (2024)
Joint Network Slicing, Routing, and In-Network Computing for Energy-Efficient 6G
by: Sasan, Zeinab, et al.
Published: (2024)
by: Sasan, Zeinab, et al.
Published: (2024)
EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning
by: Hao, Yijun, et al.
Published: (2024)
by: Hao, Yijun, et al.
Published: (2024)
A Mathematical Theory of Hyper-simplex Fractal Network for Blockchain: Part I
by: Yang, Kaiwen, et al.
Published: (2024)
by: Yang, Kaiwen, et al.
Published: (2024)
Joint Optimization of Training and Inference in Federated Edge Learning via Constrained Multi-Objective Deep Reinforcement Learning
by: Li, Zhen, et al.
Published: (2026)
by: Li, Zhen, et al.
Published: (2026)
A Multi-Layered Distributed Computing Framework for Enhanced Edge Computing
by: Ma, Ke, et al.
Published: (2024)
by: Ma, Ke, et al.
Published: (2024)
Urgent Edge Computing
by: Dazzi, Patrizio, et al.
Published: (2024)
by: Dazzi, Patrizio, et al.
Published: (2024)
RouterWise: Joint Resource Allocation and Routing for Latency-Aware Multi-Model LLM Serving
by: Kasnavieh, Hossein Hosseini, et al.
Published: (2026)
by: Kasnavieh, Hossein Hosseini, et al.
Published: (2026)
Joint wireless and computing resource management with optimal slice selection in in-network-edge metaverse system
by: Rashid, Sulaiman Muhammad, et al.
Published: (2024)
by: Rashid, Sulaiman Muhammad, et al.
Published: (2024)
LOAM: Low-latency Communication, Caching, and Computation Placement in Data-Intensive Computing Networks
by: Zhang, Jinkun, et al.
Published: (2024)
by: Zhang, Jinkun, et al.
Published: (2024)
AllReduce Scheduling with Hierarchical Deep Reinforcement Learning
by: Wei, Yufan, et al.
Published: (2025)
by: Wei, Yufan, et al.
Published: (2025)
Network Anomaly Detection in Distributed Edge Computing Infrastructure
by: Marfo, William, et al.
Published: (2025)
by: Marfo, William, et al.
Published: (2025)
GENIO: Synergizing Edge Computing with Optical Network Infrastructures
by: Cesarano, Carmine, et al.
Published: (2025)
by: Cesarano, Carmine, et al.
Published: (2025)
A Uniqueness Theorem for Distributed Computation under Physical Constraint
by: Ren, Zhiyuan, et al.
Published: (2025)
by: Ren, Zhiyuan, et al.
Published: (2025)
OrchestrRL: Dynamic Compute and Network Orchestration for Disaggregated RL
by: Tan, Xin, et al.
Published: (2026)
by: Tan, Xin, et al.
Published: (2026)
Strategic Server Deployment under Uncertainty in Mobile Edge Computing
by: Tran, Duc A., et al.
Published: (2025)
by: Tran, Duc A., et al.
Published: (2025)
Q-adaptive: A Multi-Agent Reinforcement Learning Based Routing on Dragonfly Network
by: Kang, Yao, et al.
Published: (2024)
by: Kang, Yao, et al.
Published: (2024)
Temporal-Aware GPU Resource Allocation for Distributed LLM Inference via Reinforcement Learning
by: Du, Chengze, et al.
Published: (2025)
by: Du, Chengze, et al.
Published: (2025)
Multi-Source Coflow Scheduling in Collaborative Edge Computing with Multihop Network
by: Sahni, Yuvraj, et al.
Published: (2024)
by: Sahni, Yuvraj, et al.
Published: (2024)
Decentralized Network Topology Design for Task Offloading in Mobile Edge Computing
by: Ma, Ke, et al.
Published: (2024)
by: Ma, Ke, et al.
Published: (2024)
Deduplicator: When Computation Reuse Meets Load Balancing at the Network Edge
by: Azad, Md Washik Al, et al.
Published: (2024)
by: Azad, Md Washik Al, et al.
Published: (2024)
ncsim: A Lightweight Simulator for Networked Edge Computing with Wireless Interference Modeling
by: Krishnamachari, Bhaskar, et al.
Published: (2026)
by: Krishnamachari, Bhaskar, et al.
Published: (2026)
Multitier Service Migration Framework Based on Mobility Prediction in Mobile Edge Computing
by: Yang, Run, et al.
Published: (2024)
by: Yang, Run, et al.
Published: (2024)
QoS-Aware Load Balancing in the Computing Continuum via Multi-Player Bandits
by: Čilić, Ivan, et al.
Published: (2025)
by: Čilić, Ivan, et al.
Published: (2025)
Dynamic DAG-Application Scheduling for Multi-Tier Edge Computing in Heterogeneous Networks
by: Li, Xiang, et al.
Published: (2024)
by: Li, Xiang, et al.
Published: (2024)
Accelerating Time-to-Science by Streaming Detector Data Directly into Perlmutter Compute Nodes
by: Welborn, Samuel S., et al.
Published: (2024)
by: Welborn, Samuel S., et al.
Published: (2024)
Efficient Data Management for IPFS dApps
by: Estrada-Galiñanes, Vero, et al.
Published: (2024)
by: Estrada-Galiñanes, Vero, et al.
Published: (2024)
On Efficiently Partitioning a Topic in Apache Kafka
by: Raptis, Theofanis P., et al.
Published: (2022)
by: Raptis, Theofanis P., et al.
Published: (2022)
LIDC: A Location Independent Multi-Cluster Computing Framework for Data Intensive Science
by: Timilsina, Sankalpa, et al.
Published: (2025)
by: Timilsina, Sankalpa, et al.
Published: (2025)
FAST: An Efficient Scheduler for All-to-All GPU Communication
by: Lei, Yiran, et al.
Published: (2025)
by: Lei, Yiran, et al.
Published: (2025)
SARS: A Resource Selection Algorithm for Autonomous Driving Tasks in Heterogeneous Mobile Edge Computing
by: Zakerian, Reza, et al.
Published: (2024)
by: Zakerian, Reza, et al.
Published: (2024)
A Combined Environmental Monitoring Framework based on WSN Clustering and VANET Edge Computation Offloading
by: Mamalis, Basilis, et al.
Published: (2024)
by: Mamalis, Basilis, et al.
Published: (2024)
SCENIC: Stream Computation-Enhanced SmartNIC
by: Ramhorst, Benjamin, et al.
Published: (2026)
by: Ramhorst, Benjamin, et al.
Published: (2026)
NebulaFL: Effective Asynchronous Federated Learning for JointCloud Computing
by: Gao, Fei, et al.
Published: (2024)
by: Gao, Fei, et al.
Published: (2024)
A Study on 5G Network Slice Isolation Based on Native Cloud and Edge Computing Tools
by: Andrade, Maiko, et al.
Published: (2025)
by: Andrade, Maiko, et al.
Published: (2025)
The AutoSPADA Platform: User-Friendly Edge Computing for Distributed Learning and Data Analytics in Connected Vehicles
by: Nilsson, Adrian, et al.
Published: (2023)
by: Nilsson, Adrian, et al.
Published: (2023)
Efficient All-to-All Collective Communication Schedules for Direct-Connect Topologies
by: Basu, Prithwish, et al.
Published: (2023)
by: Basu, Prithwish, et al.
Published: (2023)
Revisiting Bruck: Phase-Efficient All-to-All Communication in Reconfigurable Networks
by: Juerss, Anton, et al.
Published: (2026)
by: Juerss, Anton, et al.
Published: (2026)
Efficient Fog Node Placement using Nature-Inspired Metaheuristic for IoT Applications
by: Naouri, Abdenacer, et al.
Published: (2023)
by: Naouri, Abdenacer, et al.
Published: (2023)
Similar Items
-
Deep-Reinforcement-Learning-Based AoI-Aware Resource Allocation for RIS-Aided IoV Networks
by: Qi, Kangwei, et al.
Published: (2024) -
A Survey on Resource Management in Joint Communication and Computing-Embedded SAGIN
by: Chen, Qian, et al.
Published: (2024) -
Joint Network Slicing, Routing, and In-Network Computing for Energy-Efficient 6G
by: Sasan, Zeinab, et al.
Published: (2024) -
EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning
by: Hao, Yijun, et al.
Published: (2024) -
A Mathematical Theory of Hyper-simplex Fractal Network for Blockchain: Part I
by: Yang, Kaiwen, et al.
Published: (2024)