Collaborative adaptive scheduling scheme for multi-source big data tasks in the cloud
Lizi Zheng, Delong Cui · 2019 International Conference on Image and Video Processing, and Artificial Intelligence · 2019
With the arrival of big data age, workflow applications are transferring from original infrastructure to more efficient, reliable and affordable cloud computing platforms. Focusing on fine-grained big data tasks schedule in cloud computing environment, we proposed a novel collaborative adaptive algorithm based on reinforcement learning in this paper. Experiment results demonstrate the efficiency of the collaborative adaptive scheduling scheme.