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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

Zhexiang Zhang

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Preprint Sep 2026

PixelFlow: Token-Level Workload Management for Efficient Distributed DiT Serving

Online image generation with Diffusion Transformers (DiTs) must meet latency service-level objectives (SLOs) while using GPU resources efficiently. Existing systems improve GPU utilization by batching multiple requests for joint execution. However, request-level batching offers limited control over batch size: batches...

Zhexiang Zhang, Min-Chen Yu, Yi-Fan Sun et al. · 0 citations

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