cache invalidation strategies for real-time data

hey all im workin on a system where users see real time updates and were usin redis for caching the main challenge seems to be invalidatin the cache effectively when the underlying data changes weve looked at time based expiration but thats not ideal for true real time what strategies have u found successful for cache invalidation in scenarios like this are there patterns beyond simple ttl that we should be considerin