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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Ayush Jain

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Review Open access Aug 2026

Memory Governance For AI Agents: Defending Against Cognitive State Traps

Memory Governance is introduced, a security-oriented framework that treats agent memory as a governed asset subject to continuous evaluation rather than passive storage that combines provenance tracking, weighted trust score with explicitly constrained weights, exponential confidence decay, and three-state quarantine c...

Ayush Jain · 0 citations
Preprint Aug 2026

BOOSTEDSOSA: Accelerated Inferencing for Low Variance Stochastic Online Scheduling

BOOSTEDSOSA is introduced, a dual-FPGA ML-assisted Scheduling architecture that integrates a Machine Learning predictor for expected processing times, with a novel temporal-aware training policy, enabling its use in existing HPC systems.

Adam H. Ross, Riccardo Revalor, Aryan Singh et al. · 0 citations

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