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Author

Sheng Yao

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Jul 2026

ServerlessT2I: Efficient Text-to-Image Workflow Serving on a Serverless Platform

ServerlessT2I is presented, a serverless-native system that decomposes a T2I workflow into loosely coupled model functions that can be independently managed and scheduled and introduces a fair scheduler for multi-tenant serving.

Xiao-Xiao Jiang, Su-Yi Li, Sheng Yao et al. · 0 citations
Preprint Aug 2026

From LLM Inference to Agentic Workloads: Characterization and Implications for Serving Systems

This work presents AgentSysBench, a benchmark suite and measurement toolkit with ten representative agentic applications and unified systems-level instrumentation, and identifies six properties that distinguish agentic workloads from conventional LLM serving.

Chaokun Chang, Yu-Kun Zhou, Kai-Hua Fu et al. · 11 citations

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