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AUTOMATIC SCALING OF MICROSERVICES BASED ON PROJECTED DEMAND

机译:基于预测需求的微服务自动缩放

摘要

The system, method, and computer program product described herein provide automatic scaling of resources allocated to microservices based on projected demand data received from consumers of the microservices. In an aspect of the present disclosure, a method for scaling up or down a capacity allocated to a microservice is disclosed. The method includes receiving projected demand data for a microservice from a plurality of consumers, aggregating the projected demand data together, calculating a total projected demand for the microservice for a future period of time based on the aggregated projected demand data, and determining, based at least in part on the total projected demand, whether to scale up or scale down a capacity allocated to the microservice for the future period of time.
机译:本文所述的系统,方法和计算机程序产品基于从微服务的消费者接收的预计需求数据,提供分配给微服务的资源的自动缩放。在本公开的一方面,公开了一种用于按比例放大或缩小分配给微服务的容量的方法。该方法包括:从多个消费者接收针对微服务的预计需求数据;将预计需求数据汇总在一起;基于所汇总的预计需求数据,计算未来一段时间内对微服务的总预计需求;以及基于至少部分是在预计总需求上,是在未来一段时间内扩大或缩小分配给微服务的容量。

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