Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Mastering Python High Performance

You're reading from   Mastering Python High Performance Learn how to optimize your code and Python performance with this vital guide to Python performance profiling and benchmarking

Arrow left icon
Product type Paperback
Published in Sep 2015
Publisher
ISBN-13 9781783989300
Length 260 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Fernando Donglio Fernando Donglio
Author Profile Icon Fernando Donglio
Fernando Donglio
Arrow right icon
View More author details
Toc

Parallelism versus concurrency

These two terms are often used together and even interchangeably, but they are technically two different things. On one side, we have parallelism, which happens when two or more processes can run at the exact same time. This can happen, for instance, in multicore systems, where each process runs on a different processor.

On the other hand, concurrency happens when two or more processes try to run at the same time on top of the same processor. This is usually solved by techniques such as time slicing. However, these techniques do not execute in a truly parallel fashion. It just looks parallel to observers because of the speed at which the processor switches between tasks.

The following diagram tries to illustrate this:

Parallelism versus concurrency

Concurrency, for instance, is a technique used by all modern operating systems. This is because irrespective of the number of processors a computer has, the system alone will probably need to have more processes running at the same time, let alone...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime
Banner background image