Microservice Deployment Adjustment for Response Time Optimization

The patent implements dynamic deployment adjustment by continuously monitoring load information and transmission delays, and automatically repositioning microservice entities in real-time based on changing conditions. This dynamic mechanism enables the system to adapt deployment configurations on-the-fly, resolving the contradiction between deployment flexibility and response time optimization by making the deployment state adjustable and responsive rather than static.

The patent establishes a feedback loop that collects load information from microservice entities and transmission delay metrics, processes this data through the determination unit, and uses the results to guide deployment adjustments. This feedback mechanism ensures that deployment decisions are based on actual system performance data, enabling continuous optimization of global service response time while maintaining deployment flexibility.

The patent applies local quality by determining optimal deployment positions for each microservice entity based on its specific load information and the transmission delays to other entities in the service chain. Rather than using a uniform deployment strategy, the system tailors the deployment position of each entity to minimize its contribution to overall response time, allowing scalability while optimizing local interaction efficiency.

The patent changes the deployment position parameter of microservice entities based on dynamically determined optimal positions that consider load information and transmission delays. By adjusting this key parameter responsive to system conditions, the patent enables the system to maintain scalability across multiple resource pools while optimizing response time through parameter-based deployment control.

The patent transforms the static deployment position into a dynamic parameter that can be adjusted in response to changing load conditions. The determination unit continuously evaluates load information and transmission delays, and the deployment position is updated accordingly, enabling the system to maintain stability through controlled, data-driven adjustments rather than fixed configurations.

The patent implements self-service by enabling the microservice management system to automatically determine and adjust optimal deployment positions based on its own monitored performance data. The system uses its collected load information and transmission delay metrics to make autonomous deployment decisions, eliminating the need for external intervention while maintaining both stability and adaptability.