2 papers
cs.DB2025
Compass: SLO-aware Query Planner for Compound AI Serving at Scale
Banruo Liu, Wei-Yu Lin, Minghao Fang +2
The rise of compound AI serving that integrates multiple operators in a pipeline enables end-user applications such as generative AI-powered meeting companions, autonomous driving,…
cs.AR2022
Bottleneck Analysis of Dynamic Graph Neural Network Inference on CPU and GPU
Hanqiu Chen, Yahya Alhinai, Yihan Jiang +2
Dynamic graph neural network (DGNN) is becoming increasingly popular because of its widespread use in capturing dynamic features in the real world. A variety of dynamic graph neura…