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NestJS Clustering: Advanced techniques to increase NestJS Apps response

In today’s fast-evolving digital landscape, performance and scalability have become the lifeblood of modern applications. As advanced JavaScript developers, we continuously seek strategies to optimize our code and leverage every ounce of our infrastructure. NestJS clustering promises not just incremental improvements but exponential enhancements by fully unlocking the potential of your virtual machines. This article delves into NodeJS clustering within the NestJS framework, exploring its theoretical underpinnings, offering practical, code-rich examples, and even highlighting an experimental twist that can set your application apart. Unlocking the Power of NodeJS Clustering At its core, NodeJS clustering is about taking full advantage of multi-core systems. Typical NodeJS apps run as single-threaded processes, which can be a bottleneck when you need to handle a massive number of concurrent operations. Clustering allows you to spin up multiple worker processes that share the same server ...

NodeJS Concurrency: Mastering the Event Loop for High-Throughput Apps

In today’s rapidly evolving development landscape, mastering concurrency in NodeJS is not just an advantage, it's a necessity. For intermediate developers seeking to elevate their skills, understanding the nuances of NodeJS's non-blocking I/O model and the underlying event loop can be a game changer. This article dives into practical strategies, code samples, benchmarks, and even an experimental twist to help you optimize your applications for high throughput. Understanding the Event Loop and Asynchronous Flows At the heart of NodeJS's performance lies the event loop, a mechanism that handles asynchronous operations, ensuring your applications remain responsive even under heavy loads. Unlike traditional threading, NodeJS relies on non-blocking I/O to process tasks, effectively scheduling callbacks and promise resolutions for when data is ready. Breaking Down the Fundamentals Non-Blocking I/O : Instead of waiting for an I/O operation like file reads or database queries, Node...

General: Prevent arbitrary precision arithmetic

Demand Some simple decimal calculations like 4.6 * 100 may lead in irregularities when dealing with numbers. Description During arithmetic operations like addition, subtraction, multiplication, and division, the numbers are manipulated according to the rules defined by the IEEE 754 standard. However, due to the finite precision of the representation, rounding errors may occur, leading to small discrepancies between the expected and actual results of computations. In simpler terms, the computer operates using powers of 2 (binary-based), so whenever we need to work with a number that cannot be exactly represented in binary (like 0.1, which is a base-10 fraction), it uses an approximation rather than an infinite number and is incapable of presenting the exact correct value. To prevent it we may use some libraries to prevent the problem. In Javascript and Typescript we have the BigNumbers library (and others). PHP has a built-in library for arbitrary-precision arithmetic called BCMath (Bin...