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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Jianwei Guo

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Conference Aug 2026

Research on Dynamic System Resource Prediction Based on Transformer

Time series of dynamic system resources typically exhibit complex long- and short-term dependencies, posing significant challenges for accurate multi-step forecasting. To address the limitations of conventional single-architecture models in capturing both global patterns and local dynamics, this paper proposes an enhan...

Jianwei Guo, Shuai-Yuan Feng, Yuanxin Gao et al. · 0 citations
Conference Aug 2026

Research on the TSM-Transformer Algorithm for Network Traffic Forecast

The rapid growth of Internet applications has led to increasingly complex network traffic, posing new challenges for accurate long-term forecasting. To address the limitations of traditional linear models in capturing nonlinear temporal dependencies, this paper proposes an improved TSM-Transformer model that introduces...

Yuanxin Gao, Jianping Wu, Lei Liu et al. · 0 citations

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