I am a professional DevOps Engineer with a demonstrated history of working in the internet industry. I am an avid Linux lover and supporter of the open-source movement philosophy.
Location
Sofia, Bulgaria
Work
Developer Advocate at Materialize | Community Manager at DigitalOcean | Co-Founder at DevDojo
I think that this is a good example on where streaming databases like Materialize can really help. You can essentially create a live materialized view and the result will be kept up to date as the data comes.
In traditional DBs, data is stored in tables matching the structure of the writes (inserts, updates) and all the computation work happens on read queries (selects). A streaming database moves the work to the write side: Instead of just storing data on writes, a streaming database asks for the queries upfront (in the form of Materialized Views) and incrementally updates results as input data arrives.
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Great write up!
I think that this is a good example on where streaming databases like Materialize can really help. You can essentially create a live materialized view and the result will be kept up to date as the data comes.
In traditional DBs, data is stored in tables matching the structure of the writes (inserts, updates) and all the computation work happens on read queries (selects). A streaming database moves the work to the write side: Instead of just storing data on writes, a streaming database asks for the queries upfront (in the form of Materialized Views) and incrementally updates results as input data arrives.