SERVICE MANAGEMENT USING DYNAMICALLY CALCULATED REQUESTS PER SECOND THRESHOLDS
개요
발명자
Xiaotang SHAO; Estela RAMIREZ; Hui LUO; Shreyas Badiger MAHEDEV; Todd Edward EKENSTAM; Venkata Sukumar Reddy GUNAPATI; Zihan JIANG; Sushanth Kamath AMMEMBAL; Sen LIN
IPC 분류
CPC 분류
Service management using dynamically calculated requests per second (RPS) thresholds include monitoring, over a span of time and across services instances of a service, a resource usage of a hardware resource and a requests per second (RPS) by the service instances obtain service instance data points that include resource usage metrics related to RPS numbers, and performing a regression of the service instance data points to obtain a current set of correlation functions between the resource usage and the RPS, and selecting a RPS threshold using the current set of correlation functions and a current amount of the hardware resource assigned to the service. Service management further includes continually monitoring the RPS for the service to detect when the RPS satisfies the RPS threshold and managing the service responsive to the RPS satisfying the RPS threshold.
원문 (중국어)
Service management using dynamically calculated requests per second (RPS) thresholds include monitoring, over a span of time and across services instances of a service, a resource usage of a hardware resource and a requests per second (RPS) by the service instances obtain service instance data points that include resource usage metrics related to RPS numbers, and performing a regression of the service instance data points to obtain a current set of correlation functions between the resource usage and the RPS, and selecting a RPS threshold using the current set of correlation functions and a current amount of the hardware resource assigned to the service. Service management further includes continually monitoring the RPS for the service to detect when the RPS satisfies the RPS threshold and managing the service responsive to the RPS satisfying the RPS threshold.