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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

Jia Zhang

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Review Open access Jul 2026

Towards a Unified Framework for Large–Small Model Collaboration in Cloud–Edge Systems

This survey focuses on how cloud-side large models and edge-side small models share, update, and coordinate knowledge and identifies open challenges for trustworthy, sustainable, and self-evolving cloud–edge collaborative intelligence.

Yaxi Yang, Jing-Ye Bi, Haitao Yuan et al. · 0 citations

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