System Design Basics: Stateless vs Stateful Applications
Hey everyone! This video dives into the world of stateless and stateful applications, explaining the key differences between these two architectures.
While the video won't directly focus on machine learning applications, understanding these concepts is crucial for building robust systems that can be used in machine learning pipelines.
Stateless apps are forgetful - they treat each request independently, without remembering information from previous interactions. This makes them super scalable and easy to manage.
Stateful apps, on the other hand, have a memory! They store information about past interactions, allowing for features like shopping carts or personalized experiences. However, this can make them trickier to scale and manage.
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