Is real-time data processing always necessary?
Some teams aim for real-time systems, but they can be complex and expensive. When is it truly needed, and when is batch processing enough?
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Real-time data processing is often seen as a necessity, but in reality, it depends on the business case. Many processes work perfectly well with batch updates, which are simpler and more cost-effective. Real-time systems should only be used when immediate action is required. For example, industries like energy use big data in oil and gas to monitor operations, but not every decision needs to be made instantly.