High Availability
High Availability refers to the ability of a system or application to remain operational and accessible to users for a high percentage of time, typically 99.999% or more. In the context of Data Science and Artificial Intelligence, High Availability is crucial for ensuring that critical systems and applications are always available to process data and provide insights. This is achieved through the use of redundant hardware, software, and network components, as well as load balancing and failover mechanisms that can quickly switch to backup systems in the event of a failure. High Availability is particularly important for real-time data processing and analysis, where delays or downtime can have significant consequences.
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