Isolated Forest-Based Prediction of Container Resource Load Extremes

Isolated Forest-Based Prediction of Container Resource Load Extremes

Given the wide application of container technology, the accurate prediction of container CPU usage has become a core aspect of optimizing resource allocation and improving system performance. The high volatility of container CPU utilization, especially the uncertainty of extreme values of CPU utiliz...

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Bibliographic Details
Main Authors: Chaoxue Wang, Zhenbang Wang
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Applied Sciences
Subjects:
cloud computing
CPU prediction
cloud platform resource allocation
cloud platform CPU load prediction
temporal convolutional network
Online Access:https://www.mdpi.com/2076-3417/14/7/2911

Internet

https://www.mdpi.com/2076-3417/14/7/2911

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