Questions that information architectural selections to stability practical necessities like most frequent queries with non-functional necessities reminiscent of latency and scalability.
Introduction
Would you agree that our life is surrounded by expertise these days? Know-how has modified our way of life in all types of the way previously decade. Behind the scene, knowledge is the core to virtually each expertise. In our on a regular basis life, for instance, e-commerce platforms make personalised product suggestions by monitoring our person habits, and IoT techniques like thermostats in our home gather knowledge to neatly modify temperature settings. This implies an enormous quantity of information must be collected and processed continually. How can we deal with such giant quantities of information in a real-time or close to real-time method? One key problem is to design environment friendly and scalable knowledge options.
Let’s discover just a few widespread eventualities earlier than we dive into their challenges:
- Log Analytics: Monitoring utility logs, reminiscent of internet request HTTP standing codes, system metrics like CPU utilization, and utility error occasions. Some instance knowledge queries will be “What are the highest 10 error codes logged previously 24…
