Methods and systems for microservices observability automation

A monitoring system, comprising:

• a non-transitory computer readable medium;
• and
• a processor configured to:
• receive information of business observable metric automatically emitted, in real time, by a business stack layer of a microservice according to a first observability specification and a technology observable metric automatically emitted, in real time, by an application stack layer of the microservice according to a second observability specification, the microservice being initially loaded with the first and second observability specifications in a continuous integration and continuous delivery pipeline that deploys the microservice, the first observability specification defining the business observable metric of the business stack layer, the second observability specification defining the technology observable metric of the application layer of the microservice to be monitored, each observability specification including a library of executable functions that automates emitting of the information of each observable metric;
• store, in the non-transitory computer readable medium, the received information of the business observable metric and the technology observable metric emitted by the business stack layer and the application stack layer of the microservice;
• display, in a graphical user interface, in real time, the received information of the business observable metric and the technology observable metric emitted by the business stack layer and the application stack layer of the microservice;
• automatically detect anomaly in the received information of at least one of the business observable metric and the technology observable metric;
• and
• perform a remedial action based on the detected anomaly, including automatically send an instruction to the stack layer of the micro service from which the at least one of the business observable metric or the technology observable metric containing the detected anomaly is emitted to resolve the anomaly without human intervention.

A monitoring system, comprising:

• a non-transitory computer readable medium;
• and
• a processor configured to:
• receive observable metrics automatically emitted, in real time, by a microservice, including:
• receiving a plurality of business observable metrics automatically emitted, in real time, by a business feature layer of the microservice according to a business observability specification which automatically converts one or more metrics of the business feature layer to the business observable metrics;
• receiving a plurality of technology observable metrics automatically emitted, in real time, by an application layer of the microservice according to a technology observability specification which automatically converts one or more metrics of the application layer to the technology observable metrics;
• receiving a plurality of container observable metrics automatically emitted, in real time, by a container layer of the microservice according to a container observability specification which automatically converts one or more metrics of the container layer to the container observable metrics;
• receiving a plurality of host observable metrics automatically emitted, in real time, by a host layer of the microservice according to a host observability specification which automatically converts one or more metrics of the host layer to the host observable metrics;
• receiving a plurality of infrastructure observable metrics automatically emitted, in real time, by an infrastructure layer of the microservice according to an infrastructure observability specification which automatically converts one or more metrics of the infrastructure layer to the infrastructure observable metrics,
• wherein the microservice is initially loaded with each observability specification in a continuous integration and continuous delivery pipeline that deploys the microservice, each observability specification including a library of executable functions that automates emitting of the observable metrics;
• store, in the non-transitory computer readable medium, the received observable metrics emitted by the microservice;
• display, in a graphical user interface, in real time, the observable metrics emitted by the microservice;
• detect anomaly in at least one of the observable items metrics emitted by the microservice;
• identify the layer of the microservice from which the at least one of the observable metrics containing the detected anomaly is emitted;
• and
• perform a remedial action based on the detected anomaly, including automatically send an instruction to the identified layer to resolve the anomaly without human intervention.