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cs.DC2025
HADIS: A Hybrid Architecture for Query-Aware Diffusion Model Serving
Qizheng Yang, Tung-I Chen, Siyu Zhao +2
Query-aware model serving routes queries through cascades of increasing cost to balance quality and throughput. Existing cascade systems force all queries through the lightweight s…
cs.DC2024
DiffServe: Efficiently Serving Text-to-Image Diffusion Models with Query-Aware Model Scaling
Sohaib Ahmad, Qizheng Yang, Haoliang Wang +2
Text-to-image generation using diffusion models has gained increasing popularity due to their ability to produce high-quality, realistic images based on text prompts. However, effi…