How do I design a database for big data applications?
An example of an AI chatbot conversation about database design for big data applications.
How do I design a database for big data applications?
Designing a database for big data involves considering scalability, data types, and access patterns. What specific requirements do you have?
I need it to handle real-time data processing and analytics.
For real-time processing, you might want to look into NoSQL databases like Apache Cassandra or MongoDB. Have you considered any specific technologies?
I was thinking about using Hadoop for storage. Is that a good choice?
Hadoop is great for batch processing and can handle large datasets effectively. However, for real-time analytics, you might want to integrate it with tools like Apache Spark.
What about data modeling? Any tips?
Focus on denormalization and schema design that supports your query patterns. Using a star schema can be beneficial for analytics.
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