2024-09-15Hünkar Döner

Managed Node Groups vs Fargate: Which One to Choose?

EKSFargateEC2CostPerformance
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Managed Node Groups vs Fargate: Which One to Choose?

You decided to use Amazon EKS. Now you face a critical decision: Where will my pods run? AWS offers you two main options: Managed Node Groups (EC2) and AWS Fargate.

Both options have pros and cons. When deciding, you should consider performance, cost, security, and operational ease factors.

1. Managed Node Groups (EC2)

In this model, EKS worker nodes are EC2 instances in your VPC. AWS manages the provisioning and lifecycle of these instances, but the servers are still "there".

  • Advantages:
    • Full Control: You can choose the server type (GPU, high memory, etc.).
    • Cost: You can significantly reduce costs using Reserved Instances or Spot Instances.
    • DaemonSets: You can run log collection or security agents (DaemonSets) on every node.
    • Caching: You can shorten pod startup time by caching images on the node.
  • Disadvantages:
    • Operational Burden: You have to trigger OS updates (AMI updates) and track node maintenance.
    • Idle Capacity: If a node is 50% full, you pay for the whole thing.

2. AWS Fargate (Serverless)

With Fargate, the concept of a server disappears. Each pod runs in its own isolated environment with exactly the resources it needs (e.g., 0.5 vCPU, 1 GB RAM).

  • Advantages:
    • Zero Management: No OS patching or server update hassles.
    • Security: Each pod runs in its own VM (MicroVM). Isolation between pods is at the highest level.
    • Scaling: No node addition/removal hassle. Resource is ready when the pod arrives.
  • Disadvantages:
    • Cost: Can be more expensive than EC2 for high and continuous workloads.
    • Restrictions: Does not support DaemonSets (must use Sidecar). GPU support is limited.
    • Performance: Since each pod acts like a new node, image pulling and startup time might be slightly longer.

Comparison Table

FeatureManaged Node Groups (EC2)AWS Fargate
Management EffortMediumLow (Near Zero)
Cost ControlHigh (Spot, RI)Medium (Savings Plans)
PerformanceVery High (Customizable)High
Security IsolationShared Kernel (Soft)VM Isolation (Hard)
DaemonSetYesNo

Which Should You Choose?

  • Choose Fargate for: Small teams, those wanting to minimize management, finance/banking apps where security isolation is critical, Batch jobs.
  • Choose Node Groups for: Jobs requiring high performance (HPC, AI/ML), situations where cost is paramount (Spot usage), those using monitoring tools requiring DaemonSets.

A hybrid approach is also possible: You can handle critical and stable workloads on Node Groups and burst traffic on Fargate.