At the same time, archiving all cold data to more accessible secondary or object storage brings cost savings that can be used to purchase more expensive flash storage for optimal hot data performance. Transparent archiving allows users and applications to continue to have uninterrupted access to migrated data from its original location, reducing backup windows and costs, he says.
Another method to consider for stress testing BCM strategies is automation using artificial intelligence (AI) and machine learning (ML). “You really need to be prepared to mitigate potential risks both before and after the system goes live to avoid any nasty surprises. In this regard, end-to-end testing of each platform, both in standalone mode and when integrated into a wider network of systems, is critical,” advises Erickson. “However, this must be balanced with the need for speed and predictability, so albania mobile database automated testing should be considered a standard component of your production systems.” This is typically done by an independent quality assurance professional.
Erickson says that automating the testing process helps address the complexity and speed of technology and release cycles. Automated testing not only ensures quality, but also increases speed and efficiency. “First, ML reduces the testing workload and analyzes data at scale, identifying the highest priority situations for testing. AI then analyzes that data in real time so we can respond to risks before they become problems. That information is used as the basis for predictive analysis, so you can understand where the risk is going to occur and mitigate it in the most cost-effective way,” he added.