Additional considerations
When designing and implementing the Twitter-like service, there are several additional considerations and best practices to keep in mind. These considerations ensure the system is scalable, maintainable, and aligned with business requirements. Let’s explore some of these key aspects:
- Handling trending topics and hashtags: We can implement a mechanism to track and identify trending topics and hashtags based on their popularity and frequency of use. To do so, we can utilize real-time stream processing frameworks such as Apache Storm or Apache Flink to analyze the incoming tweet data and update the trending topics in real-time. For performance, we can store the trending topics and hashtags in a cache or database for quick retrieval and display to users. Finally, we can provide API endpoints to retrieve the current trending topics and allow users to explore tweets related to those topics.
- Implementing rate limiting and throttling: One of the...