Distributed Model Serving Patterns

Intro The goal of every company is to make money and AI Models are seen as an integral part of the business. As machine learning models move from experimentation to production, serving them b...
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CAP theorem

The CAP theorem, where C stands for Consistency, A for Availability, and P for Partition Tolerance, states that in a distributed system, it is impossible to guarantee all three properties simultaneous...
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Resiliency in Distributed Systems

Resiliency in Distributed Systems
Resiliency Engineering is the practice of designing and building systems to achieve resiliency. Ensuring they can handle failures, adapt to disruptions, and recover gracefully without major downtime. ...
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