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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Xu Bai

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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
Conference Open access Oct 2025

REACH: Reinforcement Learning for Adaptive Microservice Rescheduling in the Cloud–Edge Continuum

REACH is proposed, a reinforcement learning-based microservice rescheduling framework that enables a sim-to-real deployment pipeline for adapting microservice placement under fluctuating resource availability and performance variations across distributed infrastructures.

Xu Bai, Muhammed Tawfiqul Islam, Rajkummar Buyya et al. · 0 citations

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