Grafana Analysis and Visualization with CA APM

Introduction

A Grafana is a multi-platform open-source analytical and visualization tool that consists of multiple individual panels arranged in a grid. It turns your time-series database (TSDB) data into beautiful graphs and visualizations. The panels interact with configured data sources, AWS CloudWatch, Prometheus, MySQL, InfluxDB, SQL Server, etc.

 Setup Grafana:

  • Refer to the instructions for your OS in the Installation section for instructions.
  • Open your web browser and go to http://localhost:3000/
  • On the login page, type admin for the username and password.

CA APM monitors the performance of applications and lets IT managers diagnose bottlenecks and other problems, it has capabilities to spot anomalies earlier, predict behavior, and enable automatic corrective actions.

AI/ML Use Cases in Application Management

Overview

Artificial Intelligence-based Operations (AIOps) is the convergence of AI and traditional AM/IM operations. Like in all other domains, AI is going to have a significant impact on operations management. When the power of AI is applied to operations, it will redefine the way applications and the supporting application/infrastructure is managed.

Multiple applications are running simultaneously generates a lot of data. The data is generated right from the network layer to the latency of an API call to an end-user. The user expects experience of applications without the slightest performance disruption.