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First of all, the data distribution is crucial for performance. The data in DynamoDB is partitioned by calculating the hash of the partition key (that’s why they used to call it the hash key) and then stored on a back-end that is responsible for the hashes. We need to ensure the primary key is selected in a way that will maximize the reads and writes across the partitions, so we don’t have a problem with hotkeys and objects. A hot object would be data where the primary key is very popular and thus is consuming lots of reads and writes. We need to make sure we keep a good eye on the application operations against DynamoDB over time. After all, understanding the hot object requests might also require keeping older statistics, like utilization graphs and request logs captured from our application or from the DynamoDB streaming back-end.
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