Pengcheng Duan

Resource requests prediction in the cloud computing environment with a deep belief network

2016 · Software Practice and Experience

Summary Accurate resource requests prediction is essential to achieve optimal job scheduling and load balancing for cloud Computing. Existing prediction approaches fall short in providing satisfactory accuracy because of high variances of cloud metrics. We …