Self-healing systems
Self-healing systems refer to autonomous systems capable of detecting, diagnosing, and resolving issues or failures automatically without human intervention. These systems leverage advanced technologies, such as machine learning (ML), artificial intelligence (AI), and automation, to continuously monitor their own health and make intelligent decisions to recover from faults or anomalies.
The core principles of self-healing systems can be summarized as follows:
- Monitoring: Self-healing systems rely on comprehensive monitoring mechanisms to continuously collect data about the system’s health, performance, and state. This monitoring can encompass various aspects, including hardware metrics, software metrics, network traffic, and application-specific metrics.
- Detection: By analyzing the collected data, self-healing systems can detect deviations from normal or expected behavior. This detection process involves comparing current system states with...
