The files are expected to arrive at a very high rate, and there are concerns about the potential for throttling and the need to handle spikes in upload volume without losing any data. The system should also be able to scale automatically and provide a way to retry processing in case of failures.
Given these requirements, which of the following approaches should the Data Engineer implement to ensure efficient, reliable, and scalable processing of the uploaded files?
Select 1 option(s):