Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Backups and snapshots are two popular technologies that enterprises use to mitigate data loss and minimize disruptions. In fact, backups and DR remain a top priority for organizations in 2023 to protect their data and mitigate the consequences of cyber threats and other incidents. Snapshots and backups may seem to serve the same purpose at first glance since they both allow you to recover data. However, snapshots are not a replacement for backups.

When you need to run training models and complex analysis with batch jobs at scale, AWS batching can be a good solution. AWS provides a special service to perform a large number of computing operations effectively and without management overhead. This blog post covers the AWS Batch architecture and configuration principles for batch processing.

Manual deployment of Docker containers on multiple servers can be highly time-consuming, monopolizing the schedule of any system administrator charged with the task. In the modern IT industry, the popularity of clouds, microservices and containers continues to grow, and for this reason, solutions such as Kubernetes were developed.

The cloud provides multiple benefits for running services and storing data. Just like with data stored on-premises, data stored offsite and in the cloud should be backed up. Data stored in the cloud is not invulnerable by default, as the risk of data loss is still present due to accidental deletions and cloud-specific threats. At the same time, the cloud can be useful for disaster recovery.