Backup or Not: An Online Cost Optimal Algorithm for Data Analysis Jobs Using Spot Instances. - Liduo Lin; Li Pan 001; Shijun Liu (IEEE Access, 2020)

Methods for improving the availability of spot instances: A survey. - Liduo Lin; Li Pan 001; Shijun Liu (Comput. Ind., 2022)

A Cost-Effective Framework for Running Industrial Big Data Analysis Applications in Public Clouds. - Liduo Lin; Li Pan 001; Shijun Liu (IEEE Internet Things J., 2022)

Learning to make auto-scaling decisions with heterogeneous spot and on-demand instances via reinforcement learning. - Liduo Lin; Li Pan 001; Shijun Liu (Inf. Sci., 2022)

SpotDAG: An RL-Based Algorithm for DAG Workflow Scheduling in Heterogeneous Cloud Environments. - Liduo Lin; Li Pan 001; Shijun Liu (IEEE Trans. Serv. Comput., 2024)