Should device state in the cloud be event-sourced or snapshot-based?
Event streams are useful when support, audits, or regulators must reconstruct who changed what and when. Snapshots simplify app reads and reduce cost, so a hybrid is often best: latest state for clients, append-only events for history. For an industrial gateway, store configuration changes as events while the app reads one current device snapshot.
Published August 2026 · Last technically reviewed August 2026
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