1 citations · 2 across the 3 of their papers we have counts for
3 papers
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…
cs.CV2024★ 1 cited
PipeFusion: Patch-level Pipeline Parallelism for Diffusion Transformers Inference
Jiarui Fang, Jinzhe Pan, Aoyu Li +2
This paper presents PipeFusion, an innovative parallel methodology to tackle the high latency issues associated with generating high-resolution images using diffusion transformers…