Discourses

Cache Problems & Real World Solutions

Caching issues can turn a snappy application into a sluggish mess (or a total outage) in seconds. Here are some real-world-inspired scenarios and how high-scale companies handle them. 1. Thundering Herd (The “Midnight Expiry”) This happens when you set a fixed TTL (Time To Live) for a large batch of data. 2. Cache Penetration (The…

Apparatus to Setup Realtime Streaming Attribution Pipeline

Attribution? It is simply a way for businesses to determine the origins for conversion. For an e-commerce business it would be lineage of user interactions with your website/app that eventually leads them to buy a product. What specific query they made to search a desired product, what products they interacted with by clicking on them,…


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