BigData / Data pipeline interview questions
Types of Data Pipelines.
The most common types of data pipelines include:
Batch: When companies need to move a large amount of data regularly, they often choose a batch processing system. With a batch data pipeline, this data is not transferred in real-time but based on a schedule.
Real-Time: In a real-time data pipeline, the data is processed almost instantly. This system is useful when a company needs to process data from a streaming location, such as a connected telemetry or financial market.
Cloud: Data from AWS buckets are optimized to work with cloud-based data. These tools can be hosted in the cloud, and they allow a company to save money on resources and infrastructure. The company relies on the cloud provider's expertise to host the data pipeline and collect the information.
Open-Source: A low-cost alternative to a data pipeline is known as an open-source option. These tools are cheaper than those commercial products, but you need some expertise to use the system. Since the technology is available to the public for free, other users can modify it.
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