Broad Filtering: Improper timestamp filtering does not restrict the search to the partitions.
Plan of Execution: A poorly structured query is probably the reason for the redundant partition scans.
Indexing Problems: If you don't index the timestamp in the right manner, you can slow down the process of data retrieval and can become a bottleneck.