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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

A. Kumbhare

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2 papers indexed here

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#artificial intelligence Feb 2026

WorkflowPerturb: Calibrated Stress Tests for Evaluating Multi-Agent Workflow Metrics

This work introduces WorkflowPerturb, a controlled benchmark that applies realistic, graded perturbations to golden workflows and characterize systematic differences across families and support severity-aware interpretation of workflow evaluation scores in change-management settings.

Madhav Kanda, P. Las-Casas, A. Kumbhare et al. · 0 citations
Review Aug 2026

Slasher: Power Flexibility for Cloud Datacenters

The main power modulation scenarios are reviewed, the power reduction levers using data from production cloud datacenters are characterized, Slasher's system architecture is described, and the cloud datacenter power modulation control problem is formulated.

Liuzixuan Lin, Fiodar Kazhamiaka, A. Kumbhare et al. · 1 citation

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