What is scalability in data systems?
An example of an AI chatbot conversation about scalability in data systems.
What is scalability in data systems?
Scalability in data systems refers to the ability to handle increasing amounts of data or traffic by adding resources.
Can you explain the difference between vertical and horizontal scalability?
Vertical scalability involves adding more power to a single machine, while horizontal scalability means adding more machines to distribute the load.
What are some challenges associated with scaling data systems?
Challenges include data consistency, increased complexity, and potential bottlenecks in data processing.
How do cloud services help with scalability?
Cloud services provide on-demand resources, allowing systems to scale up or down based on current needs without significant upfront costs.
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