AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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The robust variant of the OAS model, in which an adversary is allowed to arbitrarily modify elements of the p-sample, is introduced and the first results for robust algorithms in the OAS setting are presented.
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.
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