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Container Network Interface (CNI) - AI-Optimized Technical Reference

Configuration

Production-Ready CNI Config

{
  "cniVersion": "1.1.0",
  "name": "mynet", 
  "type": "bridge",
  "bridge": "cni0",
  "ipam": {
    "type": "host-local",
    "subnet": "10.244.0.0/16"
  }
}

Configuration Location: /etc/cni/net.d/ (lowest numbered file wins)
Binary Location: /opt/cni/bin/ (must be executable)
Critical: Invalid JSON silently breaks everything

CNI Operations

  • ADD: Create network for pod
  • DEL: Cleanup when pod dies
  • CHECK: Verify network working
  • VERSION: Report plugin capabilities

Resource Requirements

Performance Benchmarks (P50 latency, 3-node cluster)

  • AWS VPC CNI: 0.12ms (EKS only, fastest)
  • Cilium: 0.15ms (requires kernel 4.9+, high RAM usage)
  • Calico: 0.18ms (most stable, BGP knowledge required)
  • Flannel: 0.22ms (most reliable, no security features)

Scaling Impact

  • At 10,000 RPS: 0.1ms latency difference = significant performance impact
  • Cilium: High RAM consumption (similar to Chrome browser)
  • AWS VPC CNI: IP address exhaustion at scale

Critical Warnings

Production Failures

CNI Plugin Switching:

  • Impact: Complete cluster destruction, 6+ hour downtime
  • Cause: Fundamental networking reconfiguration required
  • Solution: Plan CNI choice during initial setup only

Silent Failure Mode:

  • Symptom: Pods schedule but cannot communicate
  • Detection: Check /var/log/pods for CNI errors first
  • Common Cause: Missing/non-executable CNI binary in /opt/cni/bin/

Kernel Update Breakage (Cilium):

  • Impact: 3+ hour production outages
  • Cause: eBPF compatibility breaks with kernel versions
  • Prevention: Test Cilium version compatibility before kernel updates

AWS VPC CNI IP Exhaustion:

  • Symptom: 25% of pods stuck in pending state
  • Cause: Each pod consumes real VPC IP address
  • Solution: Enable IP prefix delegation

Configuration Gotchas

File Precedence:

  • /etc/cni/net.d/ uses numerical ordering
  • 00-broken.conf will override working configuration
  • Production clusters broken by accidental low-numbered files

Managed Service Limitations:

  • EKS/GKE/AKS control CNI configuration
  • Customization often impossible
  • Blessing until custom requirements arise

Plugin Selection Matrix

Use Case Recommended Plugin Alternative Avoid
Learning Kubernetes Flannel Calico Cilium
Production on cloud Cloud provider CNI Calico Custom solutions
On-premises + policies Calico Cilium Flannel
High performance apps Cilium (with expertise) Calico Flannel
Avoiding weekend debugging Managed service Calico Weave Net (dead)

Implementation Reality

What Official Documentation Doesn't Tell You

Cilium:

  • Markets "revolutionary eBPF" but requires PhD-level networking knowledge
  • RAM consumption rivals desktop browsers
  • Breaks on kernel updates without warning
  • Performance benchmarks are marketing-driven

Calico:

  • "Enterprise-grade" documentation assumes BGP expertise
  • Actually stable but complex setup
  • Works well once configured properly

Flannel:

  • Actually simple as advertised
  • Zero security features (complete vulnerability)
  • Perfect for development, terrible for production

AWS VPC CNI:

  • "Native integration" until IP addresses run out
  • Fastest performance but cloud-locked
  • Hidden costs from rapid IP consumption

Debugging Systematic Approach

  1. Check /var/log/pods for CNI errors (first step always)
  2. Verify CNI binary: Exists and executable in /opt/cni/bin/
  3. Validate JSON: CNI config in /etc/cni/net.d/
  4. kubelet logs: CNI errors sometimes only appear here
  5. Network policies: Temporarily delete to test connectivity

Common Failure Root Causes

"Failed to setup CNI" errors:

  • 90% cause: Missing or non-executable CNI binary
  • 10% cause: Invalid JSON configuration

Random networking loss:

  • CNI plugin crash (check plugin pod health)
  • Configuration corruption
  • Kernel incompatibility (Cilium-specific)

Pod-to-pod communication failure:

  • Network policies blocking traffic
  • CNI routing table corruption
  • IP address conflicts

Breaking Points and Failure Modes

Resource Exhaustion Thresholds

  • AWS VPC CNI: IP addresses per subnet
  • Cilium: Available RAM (no specific threshold documented)
  • All plugins: Node capacity for network interfaces

Migration Pain Points

  • Zero-downtime CNI switching: Impossible
  • Plugin compatibility: No cross-plugin migration path
  • Configuration rollback: Requires complete cluster rebuild

Hidden Costs

Human Time Investment:

  • Cilium: Requires kernel and eBPF expertise
  • Calico: BGP routing knowledge essential
  • Flannel: Minimal learning curve

Operational Overhead:

  • Managed services: Reduced flexibility
  • Self-managed: Weekend debugging sessions
  • Custom configurations: Tribal knowledge requirements

Decision Criteria for Alternatives

Choose managed CNI when:

  • Team lacks deep networking expertise
  • Uptime requirements exceed 99.9%
  • Cost of engineer time exceeds service cost

Choose Cilium when:

  • Performance requirements critical
  • Team has kernel expertise
  • Memory resources abundant

Choose Calico when:

  • Network policies required
  • Stable, proven solution needed
  • BGP expertise available

Choose Flannel when:

  • Learning environment
  • Simple requirements
  • Security not required

Troubleshooting Decision Tree

Pod networking failure?
├── Check CNI plugin pod health
│   ├── Crashed → Restart CNI pods
│   └── Healthy → Check configuration
├── New pods can't get networking?
│   ├── CNI binary missing → Reinstall CNI
│   └── IP exhaustion → Check IPAM settings
└── Existing pods lose connectivity?
    ├── Recent kernel update → Check eBPF compatibility
    └── Configuration changed → Restore from backup

Operational Intelligence

Community and Support Quality

  • Cilium: Active development, marketing-heavy documentation
  • Calico: Enterprise focus, comprehensive but complex docs
  • Flannel: Simple project, straightforward documentation
  • AWS VPC CNI: Good AWS documentation, limited outside AWS

Worth It Despite Drawbacks

  • Cilium: Performance gains justify complexity for high-throughput applications
  • Calico: Stability worth the BGP learning curve for production
  • Managed CNI: Cost justified by reduced operational burden

Common Misconceptions

  • "CNI plugins are interchangeable" → Migration requires cluster rebuild
  • "Flannel is production-ready" → Zero security features
  • "Cilium benchmarks apply everywhere" → Marketing numbers vs. real-world performance
  • "Network policies work the same across plugins" → Implementation varies significantly

This technical reference enables AI systems to understand CNI selection, implementation risks, and operational requirements without the human emotional context while preserving all actionable intelligence and decision-support information.

Useful Links for Further Investigation

CNI Resources That Don't Suck

LinkDescription
CNI GitHub RepositoryThe actual spec and reference implementations. Skip the corporate marketing sites, start here. Logo is pretty good too.
CNI SpecificationThe official spec. Dry as hell but this is what actually matters. Version 1.1.0 is current as of 2025.
Kubernetes Networking Issues on GitHubWhere people report actual networking bugs and issues. Real problems with real solutions - no marketing bullshit.
Cilium DocumentationPretty good docs but assumes you have a PhD in networking. The getting started guide is actually helpful.
Calico DocumentationEnterprise-focused but comprehensive. Network policy stuff is solid if you can wade through the marketing.
Flannel READMESimple because Flannel is simple. Read this in 10 minutes, understand it completely.
AWS VPC CNI Best PracticesAmazon actually wrote good docs for once. Essential if you're on EKS.
Stack Overflow CNI QuestionsReal problems, real solutions. Better than any official troubleshooting guide.
GitHub Issues: CNI PluginsWhere all the bugs are reported. Bookmark this for when your networking breaks.
Kubernetes Network Policy ExamplesActually working examples instead of toy configs that don't work in production.
CNI Performance ComparisonThe only honest performance comparison I've found. Numbers you can actually trust.
Kubernetes Performance BenchmarksReal-world performance data from companies running this stuff at scale.
Kubernetes Slack #sig-networkActive channel where maintainers actually respond. Join CNCF Slack first.
CNCF SlackGet invited here first, then join the CNI and networking channels.

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