Skip to content

Bits of .NET

Daily micro-tips for C#, SQL, performance, and scalable backend engineering.

  • Asp.Net Core
  • C#
  • SQL
  • JavaScript
  • CSS
  • About
  • ErcanOPAK.com
  • No Access
  • Privacy Policy
Kubernetes

Kubernetes: Use Node Affinity to Control Pod Placement

- 21.06.26 - ErcanOPAK

🎯 Put Pods Where They Belong

Some nodes have GPUs. Some are in different zones. Node affinity schedules pods on specific nodes. Control placement precisely.

📝 Node Affinity

apiVersion: v1
kind: Pod
metadata:
  name: gpu-pod
spec:
  affinity:
    nodeAffinity:
      requiredDuringSchedulingIgnoredDuringExecution:
        nodeSelectorTerms:
        - matchExpressions:
          - key: gpu
            operator: In
            values:
            - "nvidia"
            - "amd"
  containers:
  - name: app
    image: myapp:latest

# Also supports:
# - requiredDuringScheduling: Hard requirement
# - preferredDuringScheduling: Soft preference
# - NotIn, Exists, DoesNotExist operators

🎯 Use Cases

# GPU workloads
affinity:
  nodeAffinity:
    requiredDuringScheduling:
      nodeSelectorTerms:
      - matchExpressions:
        - key: gpu
          operator: In
          values: ["nvidia"]

# Zone affinity (high availability)
affinity:
  nodeAffinity:
    preferredDuringScheduling:
    - preference:
        matchExpressions:
        - key: topology.kubernetes.io/zone
          operator: In
          values: ["us-east-1a"]
      weight: 100

# Node with SSD
affinity:
  nodeAffinity:
    requiredDuringScheduling:
      nodeSelectorTerms:
      - matchExpressions:
        - key: storage
          operator: In
          values: ["ssd"]

💡 Node Selector vs Node Affinity

  • Node Selector: Simple (key: value)
  • Node Affinity: Complex (operators, multiple terms)
  • Both support required and preferred
  • Use node selector for simple cases
  • Use node affinity for complex conditions

“ML pods needed GPUs. Node affinity scheduled them on GPU nodes. No more wasted GPU resources. Essential for specialized workloads.”

— MLOps Engineer

Related posts:

Kubernetes: Use Kustomize for Environment-Specific Configurations

Kubernetes: Use Kustomize to Manage Multiple Environments Without Templates

Kubernetes: Understand Service Types — ClusterIP, NodePort, LoadBalancer

Post Views: 3

Post navigation

WordPress: Understand Categories vs Tags for Content Organization
Docker: Use Docker Compose Networking for Multi-Container Apps

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

July 2026
M T W T F S S
 12345
6789101112
13141516171819
20212223242526
2728293031  
« Jun    

Most Viewed Posts

  • Get the User Name and Domain Name from an Email Address in SQL (960)
  • How to add default value for Entity Framework migrations for DateTime and Bool (898)
  • How to make theater mode the default for Youtube (857)
  • Get the First and Last Word from a String or Sentence in SQL (840)
  • How to select distinct rows in a datatable in C# (814)
  • How to enable, disable and check if Service Broker is enabled on a database in SQL Server (597)
  • Add Constraint to SQL Table to ensure email contains @ (582)
  • Average of all values in a column that are not zero in SQL (545)
  • How to use Map Mode for Vertical Scroll Mode in Visual Studio (512)
  • Find numbers with more than two decimal places in SQL (460)

Recent Posts

  • C#: Use Using Statements for Resource Management
  • C#: Use Lambda Expressions for Concise Code
  • SQL: Use GROUP BY for Data Aggregation
  • .NET Core: Master Routing for Clean URLs
  • Git: Use Reset to Undo Local Changes
  • Ajax: Use Axios for HTTP Requests
  • JavaScript: Understand Hoisting
  • HTML: Use Web Storage for Client-Side Data
  • CSS: Use Filter Effects for Visual Magic
  • Windows 11: Unlock God Mode for All Settings

Most Viewed Posts

  • Get the User Name and Domain Name from an Email Address in SQL (960)
  • How to add default value for Entity Framework migrations for DateTime and Bool (898)
  • How to make theater mode the default for Youtube (857)
  • Get the First and Last Word from a String or Sentence in SQL (840)
  • How to select distinct rows in a datatable in C# (814)

Recent Posts

  • C#: Use Using Statements for Resource Management
  • C#: Use Lambda Expressions for Concise Code
  • SQL: Use GROUP BY for Data Aggregation
  • .NET Core: Master Routing for Clean URLs
  • Git: Use Reset to Undo Local Changes

Social

  • ErcanOPAK.com
  • GoodReads
  • LetterBoxD
  • Linkedin
  • The Blog
  • Twitter
© 2026 Bits of .NET | Built with Xblog Plus free WordPress theme by wpthemespace.com