Strategy for storing application logs in Azure Table Storage
Take a look at our new Table Design Patterns Guide - specifically the log-data anti-pattern as it talks about this scenario and alternatives. Often when people write log files they use a date for the PK which results in a partition being hot as all writes go to a single partition. Quite often Blobs end up being a better destination for log data - as people typically end up processing the logs in batches anyway - the guide talks about this as an option.