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cs.DC2026
DisagFusion: Asynchronous Pipeline Parallelism and Elastic Scheduling for Disaggregated Diffusion Serving
Hantian Zha, Teng Ma, Yang Yong +7
Diffusion-based generation is increasingly powering production content pipelines; however, deploying these models at scale remains a significant challenge. Model weights frequently…
cs.DC2026
LatencyPrism: Online Non-intrusive Latency Sculpting for SLO-Guaranteed LLM Inference
Yin Du, Jiayi Ren, Xiayu Sun +4
LLM inference latency critically determines user experience and operational costs, directly impacting throughput under SLO constraints. Even brief latency spikes degrade service qu…