What is Data Lineage and How Can It Ensure Data Quality?

Introduction

Are you spending too much time tracking down bugs for your C-level dashboards? Are different teams struggling to align on what data is needed throughout the organization? Or are you struggling with getting a handle on what the impact of a potential migration could be?

Data lineage could be the answer you need for data quality issues. By improving data traceability and visibility, a data lineage system can improve data quality across your whole data stack and simplify the task of communicating about the data that your organization depends on.

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.