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Jan 7, 2025 · 4 min read · Bloom filters are approximate data structures (also known as probabilistic data structures) that allow us to efficiently determine whether an element is not part of a set with 100% certainty. However, they can only give probabilistic guarantees about...
Join discussionDec 31, 2024 · 3 min read · Circuit breakers are essential in preventing cascading failures in interconnected systems. Cascading failures happen when an issue in one service causes a domino effect, leading to failures in other dependent services, and ultimately a complete syste...
Join discussionDec 28, 2024 · 3 min read · A load balancer is a crucial component of distributed systems, enabling horizontal scaling by distributing traffic efficiently across multiple servers. It provides a single point of contact for clients to interact with the backend systems. Why Use a...
Join discussionDec 26, 2024 · 4 min read · A message stream is conceptually similar to a message queue but has some critical differences, particularly in how data is consumed and managed. Let's explore this through an example scenario. Scenario: Building a Blog Website Imagine we are buildin...
Join discussionDec 22, 2024 · 4 min read · Caching Caches can be anything that reduces time and avoids expensive operations like Network I/O, Disk I/O, or computation. What Needs to Be Cached? API calls to get the profile of a user. Queries involving multiple table joins. Reading particula...
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