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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

Benjamin K. Tkach

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Preprint Aug 2026

Lightweight Multi-scale Hierarchical Anomaly Detection and Localization for Geospatial Big Data Applications at the Edge

A lightweight edge-oriented approach for anomaly detection and localization for geospatial data streams by leveraging the H3 discrete global grid system and a multi-scale drill-down logic is proposed, achieving a 99.7\% reduction in evaluations compared to traditional flat-scan methods.

Thomas Benton Townsend, Joshua Bean, Benjamin K. Tkach et al. · 0 citations

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