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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

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Yuetian Huang

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Jul 2026

HSD-PA: Hierarchical Semantic Decomposition and Predictive Adaptive Scheduling for Distributed Intelligent Agent Systems

HSD-PA introduces a semantic-aware task graph to model dynamically evolving task dependencies, enabling flexible and context-aware decomposition and a predictive scheduling strategy estimates agent workload, communication latency, and execution reliability to support look-ahead decision-making, thereby mitigating bottlenecks and improving coordination efficiency.

Jiaxin Lin, Yuetian Huang, Yongjiao Yang et al. · 0 citations

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