A significant architectural benefit of utilizing the key-value store abstraction—specifically through push and pull operations—is that it conceals the intricate complexities of network synchronization. This separation of concerns allows statistical modelers to focus entirely on expressing optimization logic in straightforward terms, while completely decoupling them from the system engineers who manage the underlying challenges of distributed hardware synchronization.