Author

Zhi-Peng Wang

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Conference Aug 2026

Spatio-Temporal Network Traffic Prediction Based on an Adaptive Topology Gating Mechanism

In the context of the internet of things (IoT), backbone network traffic prediction is essential for intelligent resource allocation, dynamic traffic engineering, and network management. However, network traffic often exhibits strong nonlinearity, complex spatio-temporal dependencies, and significant sensitivity to net...

Zhi-Peng Wang, Wei Wei, Yang Yu et al. · International Conferences on... · 0 citations

#artificial intelligence May 2026

PEEK: Predictive Queue-Informed KV Cache Management for LLM Serving

PEEK maintains an incremental radix tree over the pending queue, exposing prefix-sharing clusters no existing engine surfaces, and matches the tree against the engine's prefix cache to yield longest-prefix-match for every waiting request.

Bing Xie, Zhi-Peng Wang, Masahiro Tanaka et al. · arXiv.org · 0 citations

Conference Jul 2026

Dispelling the Cloud Mist: Predicting the Performance of Cloud LLMs with a Random Forest Method Fusing Multi-Dimensional Features

With the explosive development of LLM-empowered agent technology, LLM inference performance has become more important than training. Cloud computing is a popular deployment approach, where performance prediction is vital for instance selection and QoS assurance. However, prediction is challenging due to GPU hardware he...

Huan Zhou, Zhi-Peng Wang, Meng-Juan Li et al. · Fall Joint Computer Conferen... · 0 citations