Deterministic State Distribution Across Ephemeral Execution Nodes in Controller-Driven Real-Time Systems

Modern real-time systems exhibit non-deterministic behavior and state divergence due to latency, asynchronous communication, and event-driven architectures that lack guarantees of consistent execution across distributed devices. Traditional systems rely on event semantics, where discrete instructions are transmitted and interpreted independently by receiving nodes. This introduces a fundamental logical gap: the final system state becomes a byproduct of local interpretation, timing, and execution