most citedxDiT: an Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism

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cs.DC2025

HFX: Joint Design of Algorithms and Systems for Multi-SLO Serving and Fast Scaling

Zahra Yousefijamarani, Xinglu Wang, Qian Wang +12

Large language model (LLM) serving faces the dual challenge of meeting strict user-specific service-level objectives (SLOs) while minimizing computational cost under dynamic, multi…

cs.DC2024★ 1 cited

xDiT: an Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism

Jiarui Fang, Jinzhe Pan, Xibo Sun +2

Diffusion models are pivotal for generating high-quality images and videos. Inspired by the success of OpenAI's Sora, the backbone of diffusion models is evolving from U-Net to Tra…