- Better management on the downloaded parquet files. - We don't need to store elder version parquet files. - maybe can put parquet files manually and specify as the data to be cached. - Re-create caching layer cost a lot when restart VulcanSQL, should minimize the cost. - Schedule job will have logs and record the job status. - Minimize the cost of the refresh cache.