fairness 1gpu resource management 1serverless computing 1text-to-image generation 1workflow scheduling 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.OS2026
From LLM Inference to Agentic Workloads: Characterization and Implications for Serving Systems
Chaokun Chang, Yukun Zhou, Kaihua Fu +10
Agentic applications are shifting AI serving from isolated model inference to long-running workloads in which LLMs coordinate tools, environments, and persistent state. However, th…
cs.DC2026
ServerlessT2I: Efficient Text-to-Image Workflow Serving on a Serverless Platform
Xiaoxiao Jiang, Suyi Li, Sheng Yao +5
ServerlessT2I breaks down text-to-image generation pipelines into separate model functions that can be independently scheduled on a serverless platform, allowing per-model scaling…
cs.DC2026
λScale: Enabling Fast Scaling for Serverless Large Language Model Inference
Minchen Yu, Rui Yang, Chaobo Jia +9
Serverless computing has emerged as a compelling solution for cloud-based model inference. However, as modern large language models (LLMs) continue to grow in size, existing server…