Container Cluster Control Plane Failover With Witness Nodes

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Solution Overview

Problem

Container-based clusters face challenges in maintaining high availability of control plane nodes due to the non-redundant nature of control plane components, leading to potential disruptions and increased load on remaining nodes during failures, with manual scaling processes prolonging recovery times.

Innovation Solution

Implement a witness node to maintain a quorum of inactive control plane nodes, automatically deploying and activating them upon detection of failures, ensuring continuous operation by redistributing workload without overburdening active nodes.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If control plane components are deployed on multiple nodes to provide fault tolerance, then reliability is improved, but device complexity increases due to the need to manage multiple control plane nodes and their synchronization

Engineering Contradiction:
Improvefault toleranceVSAvoidcontrol plane node management
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The control plane is segmented into primary control plane components and secondary control plane components deployed on separate nodes. This segmentation allows the system to distribute control plane functionality across multiple nodes, improving fault tolerance while maintaining manageable complexity through clear role differentiation between primary and secondary components

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

A witness node is introduced as an intermediary component that monitors the health and availability of control plane nodes. This intermediary simplifies the management complexity by providing a centralized mechanism for detecting node failures and triggering appropriate failover actions, rather than requiring complex peer-to-peer monitoring between all control plane nodes

Inventive Principle:
Principle #24Intermediary (Mediator)

2Reliability

If traffic is redirected to remaining control plane nodes when one fails, then availability is maintained, but the load on remaining nodes increases

Engineering Contradiction:
ImproveavailabilityVSAvoidload on remaining nodes
Core Design Contradiction:
ReliabilityVSStress or pressure

Solution Approach 1:

Secondary control plane nodes are pre-configured and standby-ready before failures occur. When a primary control plane node fails, the secondary node is already positioned and configured to immediately take over, eliminating the need for complex real-time traffic redistribution and preventing load spikes on remaining nodes

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The system changes the operational state of control plane nodes from static to dynamic, where nodes can transition between primary and secondary states. This parameter change allows flexible load distribution where secondary nodes remain idle during normal operation and only activate when needed, avoiding unnecessary load on remaining nodes during failures

Inventive Principle:
Principle #35Parameter changes

3Device complexity

If manual scaling processes are used to add control plane nodes, then device complexity is reduced, but productivity decreases due to prolonged recovery times

Engineering Contradiction:
Improvenode deployment processVSAvoidrecovery time
Core Design Contradiction:
Device complexityVSProductivity

Solution Approach 1:

The control plane system is designed to automatically detect failures, select appropriate secondary nodes, and activate them as primary nodes without manual intervention. This self-service capability eliminates the need for manual scaling operations while maintaining simple deployment processes, thereby reducing recovery time without increasing operational complexity

Inventive Principle:
Principle #25Self-service

Solution Approach 2:

The witness node and control plane components implement continuous health monitoring and feedback mechanisms. When failures are detected, the system automatically receives feedback about the failure state and triggers appropriate responses by activating secondary nodes, creating a closed-loop system that reduces recovery time without requiring complex manual procedures

Inventive Principle:
Principle #23Feedback

Data Source

PatentUS12596567B2High availability control plane node for container-based clusters
Publication Date: 2026.04.07 VMWARE INC
  • US12596567B2 patent drawing
  • US12596567B2 patent drawing
  • US12596567B2 patent drawing

AI summary

The disclosure provides a method for providing a high availability control plane in a container-based cluster. The method generally includes determining a first control plane node is unreachable within a cluster; in response to determining the first control plane node is unreachable, activating a second control plane node previously deployed in the cluster, wherein prior to activing the second control plane node the second control plane node comprises: control plane components, not actively running on the second control plane node, that are configured to manage the other components within the cluster; removing the active control plane node from the cluster; determining a number of inactive control plane nodes associated with the second control plane node is less than a minimum number of inactive control plane nodes; and deploying one or more inactive control plane nodes associated with the second control plane node until the minimum number is reached.