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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

Shirley Zhang

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Preprint Aug 2026

Multi-Level Aggregation via Dual Fitting: An $O(D)$-Competitive Algorithm

A hindsight dual construction is built upon: a hindsight dual construction, which resolves the infeasibility issues in traditional online primal-dual methods, and a time-dependent dual packing that maintains feasibility over dynamic request sets.

Sara Ahmadian, Shuchi Chawla, Ravi Kumar et al. · 1 citation

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