Leveraging cloud platforms with NVMe storage represents a major improvement in performance and overall efficiency. Traditional spinning disks can struggle with the requests of current applications, leading to noticeable delay. NVMe, however, incorporates Non-Volatile Memory express, allowing for exceptionally faster data retrieval and minimal laten