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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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Shao-Wei Chen

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Book Open access Oct 2026

TDiFf: Detecting Bugs in DataFrame Systems via Transferred DBMS Test Cases

DataFrame systems are core components of modern data analytics platforms and achieve high performance through various optimization techniques. However, these optimizations can introduce subtle defects that are difficult to detect, undermining system reliability. Existing testing approaches primarily rely on manually wr...

Jia-Xin Hu, Shao-Wei Chen, Rong-Xin Wu · 0 citations

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