Questions that information architectural selections to steadiness useful necessities like most frequent queries with non-functional necessities corresponding to 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 every kind of the way up to now decade. Behind the scene, information 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 conduct, and IoT techniques like thermostats in our home accumulate information to neatly modify temperature settings. This implies an enormous quantity of information must be collected and processed continually. How will we deal with such massive quantities of information in a real-time or close to real-time method? One key problem is to design environment friendly and scalable information options.
Let’s discover a number of frequent eventualities earlier than we dive into their challenges:
- Log Analytics: Monitoring software logs, corresponding to net request HTTP standing codes, system metrics like CPU utilization, and software error occasions. Some instance information queries may be “What are the highest 10 error codes logged up to now 24…