We had an internal reporting tools that were used to make analysis on the data and we were running the query directly on it. But if the data scientists are using Redshift at the same time, it could affect the tools response time.
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I ran a query in a dataset with 0.1 million rows for analysing the data using merge function. It took longer time than expected to fetch the records and run query.