Zhao-Yan Ding

Structure-Aware Serverless Orchestration via Graph Reinforcement Learning: Joint Optimization of Function Fusion and Placement

Function-as-a-Service (FaaS) platforms are increasingly used for data-intensive applications that execute as Directed Acyclic Graphs (DAGs). In these workflows, function fusion and placement are coupled: fusing dependent functions can reduce data transfer and cold-start overhead, but it also changes the memory footprin...