System and method for adaptive expansion and contraction of container clusters for web applications
A container cluster and self-adaptive technology, applied in transmission systems, digital transmission systems, instruments, etc., can solve the problem that the read-write type of the file system is difficult to meet the demand, and achieve the effect of ensuring reasonable utilization
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0032] The present invention proposes a container self-adaptive scaling method based on multi-target resource monitoring, obtains resource usage status according to prometheus, uses linear regression method combined with application CPU utilization rate, memory utilization rate, file system throughput rate and network throughput rate to determine the application rate Number of instances.
[0033] The existing technology mostly sets a single resource threshold for the load model of the container, which makes it difficult to cope with increasingly complex web applications. The service prometheus obtains resource usage status, and designs a multi-objective hybrid adaptive expansion and contraction method to achieve energy saving and load balancing in the data center. The self-adaptive expansion and contraction method of the present invention is mainly composed of three parts: a resource monitoring module, a regression modeling module and a container expansion and contraction modu...
PUM
Abstract
Description
Claims
Application Information
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com