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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

Yaru Zhao

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Jul 2026

Stable matching based efficient task offloading in heterogeneous edge environment

A distributed Multi-stage Adaptive Deferred Acceptance (MA-DA) algorithm is proposed that enables a stable and Pareto-optimal assignment of tasks to edge computing nodes (ECNs) and determines a reasonable task execution sequence and ensures the prioritized completion of delay-sensitive tasks.

Shoulu Hou, Zhen-Quan Liu, Ya-Ru Zhao et al. · 0 citations

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