Adding onto this.

> LinkedIn used site activity data (e.g. someone liked this, someone posted this)1 for many things - tracking fraud/abuse, matching jobs to users, training ML models, basic features of the website (e.g who viewed your profile, the newsfeed), warehouse ingestion for offline analysis/reporting and etc.

Who controls the database? Is it the fraud/abuse team responsible for the migrations? Does the ML team tell the Newsfeed team to stop doing so many writes because it's slowing things down?