Remote Directory Management System Scaling
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Solution Overview
Problem
Existing directory management systems face challenges in scaling resources to meet changing demands, such as increased objects and connections, leading to performance issues and cost inefficiencies, as they require manual intervention and lack automated solutions for vertical and horizontal scaling.
Innovation Solution
A remote directory management system that automatically scales directories and resources by migrating to domain controllers with additional or reduced resources, and adding/removing domain controllers and regions based on predefined criteria or events, thereby reducing the need for manual configuration and optimizing performance and cost.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If manual configuration and management of directory resources is used, then initial setup and control are straightforward, but the system cannot automatically adapt to changing demands leading to performance issues and cost inefficiencies
Solution Approach 1:
The directory service automatically monitors its own performance metrics (connection counts, object counts, latency) and triggers scaling operations without external intervention. The system self-manages the complexity of adding or removing domain controllers based on predefined thresholds, enabling adaptive resource management while eliminating manual configuration overhead.
Solution Approach 2:
The system continuously monitors performance feedback (connection counts, object counts, response latency) and uses this information to automatically adjust directory resources. When metrics exceed thresholds, the system triggers scaling events; when metrics fall below thresholds, it triggers downsizing events, creating a closed-loop adaptive system.
2Productivity
If directory resources are manually scaled, then cost control is possible, but performance issues arise when demands increase beyond current capacity
Solution Approach 1:
The directory service transitions from a static resource configuration to a dynamic one where domain controllers are automatically added or removed based on real-time performance metrics. The system dynamically adjusts the quantity of directory resources (number of domain controllers) to match current demand, ensuring optimal performance while avoiding resource over-provisioning.
Solution Approach 2:
The system changes key parameters (number of domain controllers, directory size) based on monitored metrics (connection counts, object counts, latency thresholds). When connection count exceeds a threshold, the system adds domain controllers; when it falls below, the system removes them, dynamically adjusting resource parameters to match demand.
3Reliability
If more domain controllers are added to handle increased connections, then directory performance improves, but system complexity and cost increase
Solution Approach 1:
The directory service is segmented into multiple independent domain controllers that can be individually added or removed. Each domain controller handles a portion of the directory load, and the system can dynamically create or remove these segments (domain controllers) based on demand, managing complexity through modular, independent units rather than monolithic scaling.
4Ease of operation
If directory resources are continuously monitored and automatically adjusted, then performance is optimized, but system complexity increases
Solution Approach 1:
The directory service monitors its own performance metrics and automatically triggers scaling operations without external control systems. The self-service mechanism handles the complexity of resource management internally, presenting a simple interface to operators while managing sophisticated scaling logic autonomously based on predefined thresholds and performance criteria.
Data Source
AI summary
Features are disclosed for facilitating remote management of network directories of organizations by a directory management system. The network directories may change over time, experiencing growth in size and number of current connections, increased latency, reduced performance, and the like. The network directories may also shrink over time, experience fewer connections, etc. Organizations can define scaling policies by which the directory management system can automatically respond to the occurrence of various events, such as changes in the size or usage of the organizations' network directories, by scaling resources associated with the directories. The directory management system can perform various scaling actions on-demand or without requiring additional action by the organizations, thereby reducing the time and effort required by the organizations to monitor their own directories and implement (or request implementation of) changes.