Distributed Control Plane for Intermittent Connectivity
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Distributed systems face challenges in coordinating services due to communication interruptions, which can limit the ability of data processing systems to effectively implement user intents.
Innovation Solution
A distributed control plane management system that utilizes an intermediate representation of roles to facilitate service provision. This system allows local control planes to operate independently, select leaders, and establish temporary deployment plans based on self-reported role fit data, ensuring continued service provision even during connectivity disruptions.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If a centralized control plane is used to manage distributed systems, then coordination and control are simplified, but communication interruptions can cause system failures and loss of service provision
Solution Approach 1:
The control plane is segmented into multiple independent control plane elements distributed across the network, eliminating the single point of failure in centralized architectures. Each element can independently manage portions of the deployed network, ensuring continuous operation during communication interruptions between elements.
Solution Approach 2:
The system dynamically changes operational parameters based on connectivity status. When communication interruptions occur, the system transitions from centralized control mode to distributed autonomous mode, where control plane elements independently make decisions based on local information and intermediate representations.
2Stability of the object's composition
If control plane elements maintain constant communication for coordination, then system-wide consistency is achieved, but communication overhead and latency increase
Solution Approach 1:
Control plane elements perform preliminary actions by pre-computing intermediate representations and role assignments during periods of good connectivity. This allows them to operate autonomously during communication interruptions without requiring real-time coordination, reducing latency while maintaining system consistency through periodic synchronization.
3Adaptability or versatility
If data processing systems have fixed roles assigned centrally, then role management is simplified, but adaptability to dynamic network conditions and connectivity interruptions is reduced
Solution Approach 1:
The role assignment system is made dynamic through intermediate representations that can be independently interpreted by different control plane elements. Roles are not fixed but can be reassigned based on current network conditions, connectivity status, and system requirements, allowing the system to adapt to changing conditions while maintaining manageable complexity through standardized role definitions.
4Productivity
If centralized management makes decisions about service provision, then resource allocation is optimized globally, but responsiveness to local connectivity conditions and interruptions is reduced
Solution Approach 1:
Control plane elements and data processing systems are empowered to make autonomous decisions about service provision based on local conditions and intermediate representations. This self-service capability ensures continuous operation during connectivity interruptions while maintaining efficient resource allocation through locally-optimized decisions that align with overall system goals.
Data Source
AI summary
Methods and systems for managing distributed systems are disclosed. The distributed systems may include any number of data processing systems that may contribute to the functionality of the distributed system. To contribute to the functionality of the distributed system, each of the data processing systems may need to be configured to positively contribute to one or more functions. To manage configuration of data processing system, a distributed control plane may be utilized that vests decision making authority at different levels within a hierarchy. The hierarchy may be flexible and adapt to changes in connectivity between data processing systems.


