How to Optimize Storage While Extracting Data at Scale
Large-scale data extraction creates storage overhead through raw files, logs, backups, failed runs, and duplicate records. Planning storage early helps keep pipelines faster, cheaper, and more reliable. The aim is not more storage by default, but better decisions about where data lives and how long it stays there.