Tr-Predictior: An Ensemble Transfer Learning Model for Small-Sample Cloud Workload Prediction

Tr-Predictior: An Ensemble Transfer Learning Model for Small-Sample Cloud Workload Prediction

Accurate workload prediction plays a key role in intelligent scheduling decisions on cloud platforms. There are massive amounts of short-workload sequences in the cloud platform, and the small amount of data and the presence of outliers make accurate workload sequence prediction a challenge. For the...

Full description

Bibliographic Details
Main Authors: Chunhong Liu, Jie Jiao, Weili Li, Jingxiong Wang, Junna Zhang
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Entropy
Subjects:
cloud data center
transfer entropy
workload forecast
ensemble learning
transfer learning
Online Access:https://www.mdpi.com/1099-4300/24/12/1770

Internet

https://www.mdpi.com/1099-4300/24/12/1770

Similar Items