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Right-Sizing and Auto-Scaling of MySQL Containers in Kubernetes
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- 1 Intro
- 2 JD Elastic Database
- 3 Problems and Challenges
- 4 Workload Characterization
- 5 Right Sizing Estimate the worldoad demand
- 6 Right Sizing of CPU Resources
- 7 Auto Scaling and Rescheduling
- 8 Auto-Scaling: Overview and Cost Models
- 9 Host Selection: Multi-Resource Balance
- 10 Experimental Evaluation Setup
- 11 Host Selection: Resource Availability
- 12 Host Selection: Correlation-awareness
- 13 Key Results
- 14 Conclusions
