NeuroRisk: Physics-Informed Neural Optimization for Risk-Aware Traffic Engineering
Fuente:
arXiv
Saved in:
| Main Authors: | Mao, Yingming, Liu, Ximeng, Cheng, Jingyi, Liu, Xiyuan, Liu, Jiashuai, Liu, Yike, Yao, Zhen, Zhou, Yuzhou, Feng, Siyuan, Zhai, Qiaozhu, Zhao, Shizhen |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Fast Solver-Free Algorithm for Traffic Engineering in Large-Scale Data Center Network
by: Mao, Yingming, et al.
Published: (2025)
by: Mao, Yingming, et al.
Published: (2025)
ATRO: A Fast Algorithm for Topology Engineering of Reconfigurable Datacenter Networks
by: Mao, Yingming, et al.
Published: (2025)
by: Mao, Yingming, et al.
Published: (2025)
Geminet: Learning the Duality-based Iterative Process for Lightweight Traffic Engineering in Changing Topologies
by: Liu, Ximeng, et al.
Published: (2025)
by: Liu, Ximeng, et al.
Published: (2025)
FIGRET: Fine-Grained Robustness-Enhanced Traffic Engineering
by: Liu, Ximeng, et al.
Published: (2024)
by: Liu, Ximeng, et al.
Published: (2024)
A Highly Scalable LLM Clusters with Optical Interconnect
by: Han, Xinchi, et al.
Published: (2024)
by: Han, Xinchi, et al.
Published: (2024)
Leaf-centric Logical Topology Design for OCS-based GPU Clusters
by: Han, Xinchi, et al.
Published: (2026)
by: Han, Xinchi, et al.
Published: (2026)
Rethinking Traffic Matrix Completion: Estimate the Process, Not the Entries
by: Liu, Xiyuan, et al.
Published: (2026)
by: Liu, Xiyuan, et al.
Published: (2026)
Traffic Engineering in Large-scale Networks with Generalizable Graph Neural Networks
by: Zhou, Fangtong, et al.
Published: (2025)
by: Zhou, Fangtong, et al.
Published: (2025)
CountingStars: Low-overhead Network-wide Measurement in LEO Mega-constellation Networks
by: Liu, Xiyuan, et al.
Published: (2025)
by: Liu, Xiyuan, et al.
Published: (2025)
ReWeave: Traffic Engineering with Robust Path Weaving for Localized Link Failure Recover
by: Guan, Jingyi, et al.
Published: (2025)
by: Guan, Jingyi, et al.
Published: (2025)
DeeP-TE: Data-enabled Predictive Traffic Engineering
by: Yin, Zhun, et al.
Published: (2025)
by: Yin, Zhun, et al.
Published: (2025)
Traffic Load-Aware Resource Management Strategy for Underwater Wireless Sensor Networks
by: Zhang, Tong, et al.
Published: (2025)
by: Zhang, Tong, et al.
Published: (2025)
Learning Cache Coherence Traffic for NoC Routing Design
by: Xiong, Guochu, et al.
Published: (2025)
by: Xiong, Guochu, et al.
Published: (2025)
Beyond Traffic Matrix: DELTA -- A DAG-Aware OCS Logical Topology Optimization for AIDCs
by: Ye, Niangen, et al.
Published: (2026)
by: Ye, Niangen, et al.
Published: (2026)
NegotiaToR: Towards A Simple Yet Effective On-demand Reconfigurable Datacenter Network
by: Liang, Cong, et al.
Published: (2024)
by: Liang, Cong, et al.
Published: (2024)
STARVERI: Efficient and Accurate Verification for Risk-Avoidance Routing in LEO Satellite Networks
by: Gu, Chenwei, et al.
Published: (2024)
by: Gu, Chenwei, et al.
Published: (2024)
Time-Series Foundation Models for ISP Traffic Forecasting
by: Liu, Fan, et al.
Published: (2025)
by: Liu, Fan, et al.
Published: (2025)
Towards Multi-Task Generative-AI Edge Services with an Attention-based Diffusion DRL Approach
by: Liu, Yaju, et al.
Published: (2024)
by: Liu, Yaju, et al.
Published: (2024)
Near-optimal Online Traffic Engineering
by: Ghavidel, Arvin, et al.
Published: (2026)
by: Ghavidel, Arvin, et al.
Published: (2026)
An All-Optical Metro Network Architecture and QoS-Aware Wavelength Allocation Study for Converged Fixed, Mobile, and Edge Computing Multi-Granular Traffic
by: Georgantas, David, et al.
Published: (2025)
by: Georgantas, David, et al.
Published: (2025)
PACC: Protocol-Aware Cross-Layer Compression for Compact Network Traffic Representation
by: Guo, Zhaochen, et al.
Published: (2026)
by: Guo, Zhaochen, et al.
Published: (2026)
Taming Imbalance and Complexity in WAN Traffic Engineering
by: Xin, Yufeng, et al.
Published: (2024)
by: Xin, Yufeng, et al.
Published: (2024)
GATE: GPU-Accelerated Traffic Engineering for the WAN
by: Bothra, Rahul, et al.
Published: (2026)
by: Bothra, Rahul, et al.
Published: (2026)
Stable and Fault-Tolerant Decentralized Traffic Engineering
by: Devraj, Arjun, et al.
Published: (2025)
by: Devraj, Arjun, et al.
Published: (2025)
Encrypted Traffic Detection in Resource Constrained IoT Networks: A Diffusion Model and LLM Integrated Framework
by: Li, Hongjuan, et al.
Published: (2025)
by: Li, Hongjuan, et al.
Published: (2025)
CATO: End-to-End Optimization of ML-Based Traffic Analysis Pipelines
by: Wan, Gerry, et al.
Published: (2024)
by: Wan, Gerry, et al.
Published: (2024)
Online Multicast Traffic Engineering for Software-Defined Networks
by: Chiang, Sheng-Hao, et al.
Published: (2017)
by: Chiang, Sheng-Hao, et al.
Published: (2017)
Declarative Traffic Engineering for Low-Latency and Reliable Networking
by: Massa, Jacopo, et al.
Published: (2025)
by: Massa, Jacopo, et al.
Published: (2025)
Libra: Accelerating Socket I/O via Programmable Selective Data Copying
by: Zhou, Kairui, et al.
Published: (2026)
by: Zhou, Kairui, et al.
Published: (2026)
TraceCodec: A Compiler-Backed Neural Codec for Stateful Multi-Flow Network Traffic Traces
by: Ding, Junhui, et al.
Published: (2026)
by: Ding, Junhui, et al.
Published: (2026)
Feasibility of State Space Models for Network Traffic Generation
by: Chu, Andrew, et al.
Published: (2024)
by: Chu, Andrew, et al.
Published: (2024)
Inference-to-complete: A High-performance and Programmable Data-plane Co-processor for Neural-network-driven Traffic Analysis
by: Wen, Dong, et al.
Published: (2024)
by: Wen, Dong, et al.
Published: (2024)
ICST-DNET: An Interpretable Causal Spatio-Temporal Diffusion Network for Traffic Speed Prediction
by: Rong, Yi, et al.
Published: (2024)
by: Rong, Yi, et al.
Published: (2024)
OrbitTransit: Traffic Delivery and Diffusion for Earth Observation via Satellite Mobility
by: Zhao, Haoyuan, et al.
Published: (2026)
by: Zhao, Haoyuan, et al.
Published: (2026)
LMTE: Putting the "Reasoning" into WAN Traffic Engineering with Language Models
by: Yuan, Xinyu, et al.
Published: (2026)
by: Yuan, Xinyu, et al.
Published: (2026)
Camel: Energy-Aware LLM Inference on Resource-Constrained Devices
by: Xu, Hao, et al.
Published: (2025)
by: Xu, Hao, et al.
Published: (2025)
Tiny Neural Networks for Session-Level Traffic Classification
by: Chehade, Adel, et al.
Published: (2025)
by: Chehade, Adel, et al.
Published: (2025)
PolicyCache-SDN: Hierarchical Intra-Path Learning for Adaptive SDN Traffic Control
by: Jia, Wenyang, et al.
Published: (2026)
by: Jia, Wenyang, et al.
Published: (2026)
Cross-Modal Generative Semantic Communications for Mobile AIGC: Joint Semantic Encoding and Prompt Engineering
by: Liu, Yinqiu, et al.
Published: (2024)
by: Liu, Yinqiu, et al.
Published: (2024)
An Iterative Algorithm to Impute Truck Information over Nationwide Traffic Networks
by: Liu, Diyi, et al.
Published: (2024)
by: Liu, Diyi, et al.
Published: (2024)
Similar Items
-
A Fast Solver-Free Algorithm for Traffic Engineering in Large-Scale Data Center Network
by: Mao, Yingming, et al.
Published: (2025) -
ATRO: A Fast Algorithm for Topology Engineering of Reconfigurable Datacenter Networks
by: Mao, Yingming, et al.
Published: (2025) -
Geminet: Learning the Duality-based Iterative Process for Lightweight Traffic Engineering in Changing Topologies
by: Liu, Ximeng, et al.
Published: (2025) -
FIGRET: Fine-Grained Robustness-Enhanced Traffic Engineering
by: Liu, Ximeng, et al.
Published: (2024) -
A Highly Scalable LLM Clusters with Optical Interconnect
by: Han, Xinchi, et al.
Published: (2024)