Skip to content
Snippets Groups Projects
Commit 9c5d46a0 authored by Oleksandr Kosse (EPAM)'s avatar Oleksandr Kosse (EPAM)
Browse files

Merge branch 'GONRG-10475-Update-HPA-parameters' into 'master' 

Updated HPA parameters

See merge request !615
parents c9a4941a 78773ff8
No related branches found
No related tags found
1 merge request!615Updated HPA parameters
Pipeline #301305 failed
Stage: build
Stage: csp-build
Stage: coverage
Stage: containerize
Stage: scan
Stage: deploy
Stage: integration
Stage: acceptance
Stage: publish
Hide whitespace changes
Inline Side-by-side
devops/gc/deploy/README.md
+ 25
− 17
View file @ 9c5d46a0
...@@ -144,26 +144,34 @@ First you need to set variables in **values.yaml** file using any code editor. S ...@@ -144,26 +144,34 @@ First you need to set variables in **values.yaml** file using any code editor. S
### Horizontal Pod Autoscaling (HPA) variables (works only if tier=PROD and autoscaling=true) ### Horizontal Pod Autoscaling (HPA) variables (works only if tier=PROD and autoscaling=true)
| Name | Description | Type | Default |Required | | Name | Description | Type | Default | Required |
|------|-------------|------|---------|---------| |-----------------------------------------------------|-------------------------------------------------------------------------------|---------|------------------|----------------------------------------------------------------|
**hpa.minReplicas** | minimum number of replicas | integer | 6 | only if `global.autoscaling` is true and `global.tier` is PROD | **hpa.minReplicas** | minimum number of replicas | integer | `6` | only if `global.autoscaling` is true and `global.tier` is PROD |
**hpa.maxReplicas** | maximum number of replicas | integer | 15 | only if `global.autoscaling` is true and `global.tier` is PROD | **hpa.maxReplicas** | maximum number of replicas | integer | `15` | only if `global.autoscaling` is true and `global.tier` is PROD |
**hpa.targetType** | type of measurements: AverageValue or Value | string | "AverageValue" | only if `global.autoscaling` is true and `global.tier` is PROD | **hpa.targetType** | type of measurements: AverageValue or Value | string | `"AverageValue"` | only if `global.autoscaling` is true and `global.tier` is PROD |
**hpa.targetValue** | threshold value to trigger the scaling up | integer | 140 | only if `global.autoscaling` is true and `global.tier` is PROD | **hpa.targetValue** | threshold value to trigger the scaling up | integer | `40` | only if `global.autoscaling` is true and `global.tier` is PROD |
**hpa.behaviorScaleUpStabilizationWindowSeconds** | time to start implementing the scale up when it is triggered | integer | 10 | only if `global.autoscaling` is true and `global.tier` is PROD | **hpa.behaviorScaleUpStabilizationWindowSeconds** | time to start implementing the scale up when it is triggered | integer | `10` | only if `global.autoscaling` is true and `global.tier` is PROD |
**hpa.behaviorScaleUpPoliciesValue** | the maximum number of new replicas to create (in percents from current state)| integer | 50 | only if `global.autoscaling` is true and `global.tier` is PROD | **hpa.behaviorScaleUpPoliciesValue** | the maximum number of new replicas to create (in percents from current state) | integer | `50` | only if `global.autoscaling` is true and `global.tier` is PROD |
**hpa.behaviorScaleUpPoliciesPeriodSeconds** | pause for every new scale up decision | integer | 15 | only if `global.autoscaling` is true and `global.tier` is PROD | **hpa.behaviorScaleUpPoliciesPeriodSeconds** | pause for every new scale up decision | integer | `15` | only if `global.autoscaling` is true and `global.tier` is PROD |
**hpa.behaviorScaleDownStabilizationWindowSeconds** | time to start implementing the scale down when it is triggered | integer | 60 | only if `global.autoscaling` is true and `global.tier` is PROD | **hpa.behaviorScaleDownStabilizationWindowSeconds** | time to start implementing the scale down when it is triggered | integer | `60` | only if `global.autoscaling` is true and `global.tier` is PROD |
**hpa.behaviorScaleDownPoliciesValue** | the maximum number of replicas to destroy (in percents from current state) | integer | 25 | only if `global.autoscaling` is true and `global.tier` is PROD | **hpa.behaviorScaleDownPoliciesValue** | the maximum number of replicas to destroy (in percents from current state) | integer | `25` | only if `global.autoscaling` is true and `global.tier` is PROD |
**hpa.behaviorScaleDownPoliciesPeriodSeconds** | pause for every new scale down decision | integer | 60 | only if `global.autoscaling` is true and `global.tier` is PROD | **hpa.behaviorScaleDownPoliciesPeriodSeconds** | pause for every new scale down decision | integer | `60` | only if `global.autoscaling` is true and `global.tier` is PROD |
### Limits variables ### Limits variables
| Name | Description | Type | Default |Required | | Name | Description | Type | Default | Required |
|------|-------------|------|---------|---------| |--------------------------|-------------------------------------------------|---------|---------|----------------------------------------------------------------|
**limits.maxTokens** | maximum number of requests per fillInterval | integer | 80 | only if `global.autoscaling` is true and `global.tier` is PROD | **limits.maxTokens** | maximum number of requests per fillInterval | integer | `30` | only if `global.autoscaling` is true and `global.tier` is PROD |
**limits.tokensPerFill** | number of new tokens allowed every fillInterval | integer | 80 | only if `global.autoscaling` is true and `global.tier` is PROD | **limits.tokensPerFill** | number of new tokens allowed every fillInterval | integer | `30` | only if `global.autoscaling` is true and `global.tier` is PROD |
**limits.fillInterval** | time interval | string | "1s" | only if `global.autoscaling` is true and `global.tier` is PROD | **limits.fillInterval** | time interval | string | `"1s"` | only if `global.autoscaling` is true and `global.tier` is PROD |
### Methodology for Parameter Calculation variables: **hpa.targetValue**, **limits.maxTokens** and **limits.tokensPerFill**
The parameters **hpa.targetValue**, **limits.maxTokens** and **limits.tokensPerFill** were determined through empirical testing during load testing. These tests were conducted using the N2D machine series, which can run on either AMD EPYC Milan or AMD EPYC Rome processors. The values were fine-tuned to ensure optimal performance under typical workloads.
### Recommendations for New Instance Types
When changing the instance type to a newer generation, such as the C3D series, it is essential to conduct new load testing. This ensures the parameters are recalibrated to match the performance characteristics of the new processor architecture, optimizing resource utilization and maintaining application stability.
### Install the helm chart ### Install the helm chart
......
devops/gc/deploy/values.yaml
+ 1
− 1
View file @ 9c5d46a0
...@@ -43,7 +43,7 @@ hpa: ...@@ -43,7 +43,7 @@ hpa:
minReplicas: 6 minReplicas: 6
maxReplicas: 15 maxReplicas: 15
targetType: "AverageValue" targetType: "AverageValue"
targetValue: 50 #25 rps targetValue: 40
behaviorScaleUpStabilizationWindowSeconds: 10 behaviorScaleUpStabilizationWindowSeconds: 10
behaviorScaleUpPoliciesValue: 50 behaviorScaleUpPoliciesValue: 50
behaviorScaleUpPoliciesPeriodSeconds: 15 behaviorScaleUpPoliciesPeriodSeconds: 15
......
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment