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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

Franck Cappello

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2 papers indexed here

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Preprint Oct 2026

PLEDGE: Progressive Lossy Error-Bounded Compression of 3D Gaussian Splatting

Existing 3D Gaussian Splatting (3DGS) codecs report reconstruction quality after compression, and give users little control over the distortion of individual primitives. We present PLEDGE, a training-free, progressive, error-bounded codec that translates four user-declared tolerances into per-primitive quantization bou...

Ming-Ze Xia, Yu-Xiao Li, Bai-Xi Sun et al. · 0 citations
Preprint Oct 2026

LOCAA: An Agentic System for Automated Lossy Compressor Tuning

Large-scale scientific simulations generate substantial data volumes, making lossy compression essential for reducing storage and data movement costs. However, users configure compressors through numerical error bounds (EBs) while often evaluating results using quality metrics and end-to-end performance. Because the re...

Khondoker Mirazul Mumenin, Dong Dai, Sheng Di et al. · 0 citations

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