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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

Chen Wang

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Case report Sep 2026

iCR: Intent-Driven Adaptable Checkpoint/Restart

Modern High-Performance Computing workflows rely on Checkpoint/Restart (C/R) mechanisms for execution continuity, but their inherent task and data heterogeneity demands adaptability from the underlying C/R solution. In a case study with Montage, C/R with static configurations leads to an I/O overhead of $1.6 \times$ an...

Olga Kogiou, Hariharan Devarajan, Chen Wang et al. · 0 citations
Book Open access Sep 2026

Repeated-Token Diagnostics for Transformer Cache Traces

Results show that repeated tokens expose context-conditioned, slice-local similarity in Transformer cache traces, providing an empirical foundation for future repeated-token-aware KV-cache optimization and clarifying representation constraints for such optimizations.

Mu-Lin Li, Chen Wang · 0 citations

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