Technology 4 min read

Why Julia is the Programming Language set to Dominate our Future

Julia is one of the fast growing programming languages online today, here's exactly why. | Image By hanec015 | Shutterstock

Julia is one of the fast growing programming languages online today, here's exactly why. | Image By hanec015 | Shutterstock

Recently, we published a list of the top five programming languages for developers.

Of course, Python made that list due to its ease-of-use and popularity. But another language may soon overtake Python in popularity — Julia.

What is this new MIT-created language and what can it do?

Origins of the Free and Open Source Language

You’ll have to pardon the reference, but I just couldn’t resist.

The Julia programming language shares little with the weeping Drew Barrymore from the movie The Wedding Singer. After all, it’s a programming language and not a lovelorn woman about to have a rhyming name.

The breakthrough for Julia 1.0 came as a years-long project on behalf of an MIT group.

Originally released in 2012, Alan Edelman, Stefan Karpinski, Jeff Bezanson, and Viral Shah continued to work on the language. It is a free and open source language with around 700 active contributors.

It has 1,900 registered packages, 2 million downloads, 41,000 GitHub stars, and a 101% download growth annual rate. More than 700 research institutions and universities use it, as well, along with companies like Netflix and Capital One.

Other developers worked on it, too, according to an MIT News article.

Julia stands out due to its membership in the “petaflop club”. This means that it uses 1.0 million threads, 9,300 Knights Landing (KNL) nodes, and 650,000 cores to reach 1.5 petaflops per second as it catalogs 188 million astronomical objects like stars.

By the way: on the world’s fastest supercomputer, it did this in just 14.6 minutes.

This May be the Node.js Equal for Technical Computing

Node.js facilitates real-time web application functions using push technology. Both the server and client can start communication thereby exchanging data freely.

In the same way that Node.js augmented web development, Julia is poised to do the same for technical computing. As the above Youtube tutorial puts it, Julia helps unite two disparate groups: “the domain experts and the speed freaks.”

Others say that it’s more of a niche language built for numerical and scientific computing.

However, data scientists find it highly useful, as well. In fact, IntelLabs released a processing engine which uses Julia known as HPAT.jl. Built in the Julia framework, it functions as a High-Performance Analytics Toolkit (HPAT) for big data analytics on clusters.

It is supposed to be a combination of Python’s usability and C’s speed. It also supposedly possesses the dynamic elements of Ruby, the statistical capabilities of R, and the mathematics specialties of MatLab. But is this unicorn really effective?

It climbed from 50th to 39th in just one month in TIOBE’s “interesting moves” picks. The developer analyst firm RedMonk also gave it some love.

Julia’s use by the Federal Aviation Administration (FAA) also lends credibility to its status as a unicorn programming language.

image of Python coding language for article Why Programming Language Julia is set to Dominate our Future
Could Julia soon replace Python? | JohnsonMartin | Pixabay

Big Plans for Julia’s Future Applications

Though data scientists and mathematicians favor the language, it has other applications in many industries including:

  • 3D printing
  • Augmented reality
  • Self-driving cars
  • Genomics
  • Risk management
  • Precision medicine
  • Machine learning

The language has a chameleon-like quality that allows coders to shape it to their needs.

TechRepublic said that it “feels like a scripting language”, but you can compile “efficient native code” for many platforms using a Low-Level Virtual Machine (LLVM).

One of the MIT researchers on the project, Viral Shah, said that the pivotal inspiration for Julia’s development revolved around how people often had to write the same program multiple times.

“If you are a mathematician, scientist, or engineer, you have historically had the choice to pick a language that was fast, like C++ or Java, or a language was easy to learn, like Matlab, R, or Python.”

Julia eliminates the need for this binary which may explain its quick rise in popularity.

But if you don’t care about processing speed, you might be better off with whatever language you currently use. Julia also lags behind in tools for identifying bugs and performance issues. But Shah says that the community will likely continue development.

You can download Julia for free here and tinker with it as you see fit.

Read More: Top 5 Must Learn Programming Languages for Developers

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Juliet Childers

Content Specialist and EDGY OG with a (mostly) healthy obsession with video games. She covers Industry buzz including VR/AR, content marketing, cybersecurity, AI, and many more.

Comments (5)
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  1. Profile Image
    Derrick Vanwyk March 17 at 7:50 am GMT

    I had a great time reading it. The links suffice the content of your article. Thank you.

    • Profile Image
      Isaac Hesson March 18 at 2:42 am GMT

      Hi, So what Julia does significantly different from other programming languages like Phyton?

      • Profile Image
        Derrick Vanwyk March 18 at 6:14 am GMT

        Hey Isaac, Speed, and Parallelization. Also, the Julia code is easier to write and read.

        • Profile Image
          Isaac Hesson March 18 at 7:43 am GMT

          seems like Julia is worth to try. Will this language replace other programs?

          • Profile Image
            Derrick Vanwyk March 18 at 7:58 am GMT

            There’s no reason to simply dispose of another proven working tools but Julia is promising — a more advanced language.

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