HotshardLearn ↗Back-of-the-Envelope EstimationTRAFFICRATIOSTORAGEMEMORY

Back-of-the-Envelope Estimation — pick a scenario

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Pick one and press Start, then click Next › to step through it.

Watch for

The reads line settling an order of magnitude above the writes line right beneath it.

More about this scenario
You'll learn

Why a timeline is a caching problem before it is a database problem: twenty reads arrive for every write.

How it runs

Posts per day divide down to a rate per second, the peak factor lifts it, and the view-to-post ratio multiplies it into the read rate.