Failover
Failover is a process of automatically switching to a redundant or standby computer server, system, or network upon the failure or abnormal termination of the previously active application or server. In data science and artificial intelligence, failover is an important aspect of ensuring high availability and reliability of systems. Failover mechanisms are implemented to minimize downtime and ensure that the system continues to function even in the event of a failure. This is achieved by having a secondary system that can take over the primary system's workload in the event of a failure. Failover can be implemented at various levels, including hardware, software, and network. In data science and artificial intelligence, failover is critical for ensuring that data processing and analysis can continue uninterrupted, even in the event of a system failure.
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