fsyncDATA Circle is open for founding nominations. A private room for the people who run India's GCC data estates. Sixty seats. Invitation only. No fee, no sponsors, no sales, ever. Founding session: Bengaluru, November. fsyncdata.io/request-an-invi… #fsyncDATACircle #GCC

AI doesn't run on algorithms alone — it runs on data. Better models start with cleaner, richer, well-governed data. The teams winning with AI are the ones treating data as a product, not an afterthought. #AI #Data #MachineLearning #DataScience #DataEngineering #MinervaDB @WebScaleDBA

🔄 PostgreSQL PITR implementation secrets: • WAL-E/WAL-G for automated WAL archiving to S3/GCS • recovery_target_time for precise point-in-time recovery • Continuous archiving with archive_command prevents data loss • Base backups + WAL replay = recovery to any second • Test your recovery process monthly - backups without testing are just hopes Recovery time: minutes, not hours ⚡ PostgreSQL #PITR #DatabaseRecovery #BackupStrategy #WAL #DatabaseEngineering #DevOps #DataProtection #SRE #TechTwitter #PostgreSQL #DBATips @WebScaleDBA #PostgreSQLDR #DR #DisasterRecover #PostgreSQLSupport

🚀 Linux Tip: Transparent Huge Pages (THP) can negatively impact database performance. THP automatically creates 2MB pages vs standard 4KB, but causes: ❌ Memory fragmentation ❌ Allocation delays ❌ Unpredictable latency spikes Disable with: echo never > /sys/kernel/mm/transparent_hugepage/enabled #Linux #Database #Performance #MySQL #PostgreSQL #Oracle #MongoDB #TuningTip #SysAdmin #DevOps #MemoryManagement #DatabaseTuning #MariaDB #MinervaDB @WebScaleDBA