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Mohab Gawish

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AI for NI@Scale: Networking 20262026-08-25
Network capacity grows from 1.3 GW to 7 GW (≈5x) while heterogeneity across GPU generations, NICs, cooling and power makes complexity grow exponentially, not…
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Lightning Talks Introduction - AI for NI@Scale: Networking 20262026-08-25
Describes a pipeline that turns raw AI demand into an operational network and claims AI will bridge the divergence gap between exponentially growing complexity…
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AI-Native Network Capacity Management@Scale: Networking 20262026-08-25
Claims an LLD→RPL translation agent that reads low-level design documents, extracts routing intent, and authors RPL so the existing RPL + deterministic…
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AI-Native Network Capacity Management@Scale: Networking 20262026-08-25
AI agents replace the manual step that turns messy design artifacts into device-ready config by parsing text, diagrams and tables and emitting a structured RPL…
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Practical Intent-driven Routing Configuration SynthesisNSDI 20232023-04-17
Aura is a production routing-synthesis system that precomputes and preloads multiple base paths and switches among them via staging and labeling, using BGP…
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