Encyclopedia of Big Data Technologies

2019 Edition
| Editors: Sherif Sakr, Albert Y. Zomaya

Julia

  • Zacharias Voulgaris
Reference work entry
DOI: https://doi.org/10.1007/978-3-319-77525-8_268

Overview of the Julia Project and Historical Context

The inception of Julia was by Jeff Bezanson and his adviser, Prof. Alan Edelman, when the former was doing his PhD thesis at MIT. However, the project soon gathered momentum that went beyond that particular thesis encouraging more individuals to join it, contributing to it in various ways. Soon, Stefan Karpinski and Viral B. Shah undertook key roles in the project and turned this into a group effort.

The idea behind Julia was to have a programming language that is high-level (and therefore easy to prototype in), while at the same time exhibit high performance, comparable to that of low-level languages, such as C and Fortran. Such a programming language would solve the two-language problem, which involves creating a script in a high-level language in order to prove a concept and then translating it into a low-level language to put that program in production. Even at its first stages, Julia managed to do that, though the lack of...

This is a preview of subscription content, log in to check access.

References

  1. Julia wiki book. https://en.wikibooks.org/wiki/Introducing_Julia. Last accessed 3 Oct 2017
  2. Official Julia Language Website: www.julialang.org. Last accessed 30 Sept 2017
  3. Parallelization presentation by Dr. Jeff Bezanson. https://www.youtube.com/watch?v=JoRn4ryMclc. Last accessed April 2018
  4. Voulgaris Z (2016) Julia for data science. Technics Publications, Basking Ridge, NJ 07920Google Scholar
  5. Voulgaris Z (2017) Data science mindset, methodologies, and misconceptions. Technics Publications, Basking Ridge, NJ 07920Google Scholar

Copyright information

© Springer International Publishing AG, part of Springer Nature 2019

Authors and Affiliations

  • Zacharias Voulgaris
    • 1
    • 2
    • 3
  1. 1.Data Science Partnership LtdLondonUK
  2. 2.Thinkful LLCNew YorkUSA
  3. 3.Technics Publications LLCBasking RidgeUSA

Section editors and affiliations

  • Sherif Sakr
    • 1
  1. 1.School of Computer Science and Engineering (CSE)University of New South Wales