How To Run Python Code Concurrently Using Multithreading

How To Run Python Code Concurrently Using Multithreading

How To Run Python Code Concurrently Using Multithreading - Multithreading in Python enables CPUs to run different parts(threads) of a process concurrently to maximize CPU utilization.

A machine learning enthusiast with a knack for finding patterns.…

####### READ NEXT

Free Online Resources To Get Started On Cloud Computing

Multithreading enables CPUs to run different parts(threads) of a process concurrently. But what does that mean? Processes can be divided into different parts; let’s take the example of an online multiplayer game. One thread of the game could be responsible for communicating with the servers and rendering the graphics. The communication thread requires minimal computation and would involve some wait time, on the other hand, the render thread is computationally intensive with minimal wait time. Multithreading enables the CPU to run the render thread while the communication thread is waiting for a response from the server, increasing the CPU utilisation. 

Note that multithreading is not to be confused with multi-processing. Modern CPUs have multiple cores; multi-processing utilizes these cores to run processes in parallel. Multithreading, however, aims to maximize the utilization of each of these cores by running multiple threads concurrently. Multithreading is useful when the task has IO or network operations that involve waiting; multiprocessing makes computation-intensive tasks of a process faster. Continuing the online game example, the render thread of most games are run in parallel on a GPU with thousands of cores, each thread rendering different aspects of the game. While the communication and IO threads are run concurrently on the CPU.

developers corner creating a thread in python multiprocessing multithreading multithreading in python python multithreading

What is Geek Coin

What is GeekCash, Geek Token

Best Visual Studio Code Themes of 2021

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Hire Python Developer | Python web development company india

Hire Python Developer from us for Scalable, Secure & Robust Python Web development Solutions. Strict NDA | 16+ Years Exp| 2500+ Clients| 450+ Experts

Hire Expert Python Developers | Hire Top Python Developers

For your custom Python development projects, hire our dedicated Python Developers on an hourly/full-time basis. We are experts in working with latest python frameworks.

Hire Python Developers

Are you looking for experienced, reliable, and qualified Python developers? If yes, you have reached the right place. At **[HourlyDeveloper.io](https://hourlydeveloper.io/ "HourlyDeveloper.io")**, our full-stack Python development services...

Hire Python Developer | Python web development company india

Hire Python Developer from us for Scalable, Secure & Robust Python Web development Solutions. Strict NDA | 16+ Years Exp| 2500+ Clients| 450+ Experts

Hire Python Developers India

Looking to build robust, scalable, and dynamic responsive websites and applications in Python? At **[HourlyDeveloper.io](https://hourlydeveloper.io/ "HourlyDeveloper.io")**, we constantly endeavor to give you exactly what you need. If you need to...