IBM Systems Magazine, Power Systems - August 2018 - 9

It's a race. Whichever company
can be first to deploy the brightest
and safest self-driving car will
have a tremendous market
advantage. When computers can
diagnose medical conditions by
reading patient images, the entire
medical industry will change.
Robots replacing humans in
conversational roles will recast
the face of many businesses.
Companies that invest the
resources to hire the brightest
minds and set up modern HPC
environments will emerge
ahead in cracking these tough
problems. Also key to tackling
huge challenges is creating
agile hardware and software
environments where developers
can quickly design, code, test and
deploy iterations of software.
Traditional programming
languages are either high-level or
low-level. High-level languages
strip down the details that would
slow down developers. Low-level
languages require the developer
to manage the details. Program at
a high level and you can produce
code quickly. But that code may
not run very quickly. If you need
efficient, optimized code, you
may be better off writing it in a
low-level language. Until recently,
developers' options were "runs
fast" or "is easy to code." You
didn't get to pick both-that was,
until something changed a few
years ago.

were the other co-creators.) Julia is the answer to
the "pick fast or easy" dilemma. In fact, the seeds
of Julia were planted in a 2009 email exchange that
set out to prove those "fast or easy" people wrong.
Shah likes to brag: "Easy as Python. Fast like C."
And, he has data to prove his performance case.
Benchmarks on several common code patterns
show Julia to be as fast or faster than C for a majority
of the tests performed. And Julia beat or equaled
FORTRAN performance in seven of the eight tests
(bit.ly/2ITft3p). It's Julia's just-in-time compiler
combined with the language's design that make it
competitive with C performance.
Regarding the "easy as Python" boast, the Julia
website (julialang.org) gives a taste of the language.
Julia's syntax is as easy (or easier) than many other
mathematical programming languages such as
Python, R, SAS, Matlab, Octave and Scilab. And Shah
points out that Julia blurs the boundaries between
high- and low-level programming. This is particularly
useful for those computing problems that require

working with abstractions and
with details.
Shah notes that he needed
something like Julia when he
was doing his Ph.D. work in
scientific computing (his thesis
was in high performance parallel
programming), but his interest in
the subject dates to his undergrad
studies and beforehand.
Julia has been downloaded 1.8
million times since the launch
of the julialang.org website in
2012. Half of those downloads
were in 2017, and Shah says that
downloads are doubling every nine
months. Shah is also proud that
over 1,800 packages are available
in the Julia ecosystem, many of
which have been contributed by
computer scientists.

Introducing Julia
Julia (julialang.org) is
an open-source general
programming language that's
well-suited to applied math and
computer science problems.
Viral Shah, one of the four
co-creators of Julia, describes it
as a high-performance dynamic
programming language that's
not only fast but also easy to
program. (Alan Edelman, Jeff
Bezanson and Stefan Karpinski
ibmsystemsmag.com AUGUST 2018 // 9


http://www.bit.ly/2ITft3p http://www.julialang.org http://www.julialang.org http://www.julialang.org http://www.ckeyes.com http://www.ckeyes.com http://www.ibmsystemsmag.com

Table of Contents for the Digital Edition of IBM Systems Magazine, Power Systems - August 2018

Table of Contents
Editor's Desk: Learning the language
IBM Perspective: A turning point for open sourec on IBM i
Partner POV: Service enablement and open-source user experience design allow clients to code in familiar languages
Trends: Julia bridges the gap between high-end and low-end languages for machine learning
Cover Story: Modern Medicine: Holy Name Medical Center leverages its programming past while looking toward the future
Feature 1: You're speaking my open source language: Community-driven languages add flexibility to your development toolbox
TECH Showcase: Developing a cloud strategy that aligns with buisness goals is essential to effective implementation
Currents: RPG program gives end users access to IBM i data via mobile devices
Solutions: Performance Navigator Version 19, TURNOVER and EXPRESSDESK
Snapshot: Clifton Dozier
Reference Point - Global Events, Education, Resources for Power Systems
2018 Power Systems Solution Edition Index
IBM Systems Magazine, Power Systems - August 2018 - Intro
IBM Systems Magazine, Power Systems - August 2018 - Cover1
IBM Systems Magazine, Power Systems - August 2018 - Cover2
IBM Systems Magazine, Power Systems - August 2018 - 1
IBM Systems Magazine, Power Systems - August 2018 - Table of Contents
IBM Systems Magazine, Power Systems - August 2018 - 3
IBM Systems Magazine, Power Systems - August 2018 - Editor's Desk: Learning the language
IBM Systems Magazine, Power Systems - August 2018 - IBM Perspective: A turning point for open sourec on IBM i
IBM Systems Magazine, Power Systems - August 2018 - Partner POV: Service enablement and open-source user experience design allow clients to code in familiar languages
IBM Systems Magazine, Power Systems - August 2018 - 7
IBM Systems Magazine, Power Systems - August 2018 - Trends: Julia bridges the gap between high-end and low-end languages for machine learning
IBM Systems Magazine, Power Systems - August 2018 - 9
IBM Systems Magazine, Power Systems - August 2018 - 10
IBM Systems Magazine, Power Systems - August 2018 - 11
IBM Systems Magazine, Power Systems - August 2018 - Cover Story: Modern Medicine: Holy Name Medical Center leverages its programming past while looking toward the future
IBM Systems Magazine, Power Systems - August 2018 - 13
IBM Systems Magazine, Power Systems - August 2018 - 14
IBM Systems Magazine, Power Systems - August 2018 - 15
IBM Systems Magazine, Power Systems - August 2018 - 16
IBM Systems Magazine, Power Systems - August 2018 - 17
IBM Systems Magazine, Power Systems - August 2018 - Feature 1: You're speaking my open source language: Community-driven languages add flexibility to your development toolbox
IBM Systems Magazine, Power Systems - August 2018 - 19
IBM Systems Magazine, Power Systems - August 2018 - 20
IBM Systems Magazine, Power Systems - August 2018 - BB1
IBM Systems Magazine, Power Systems - August 2018 - BB2
IBM Systems Magazine, Power Systems - August 2018 - 21
IBM Systems Magazine, Power Systems - August 2018 - 22
IBM Systems Magazine, Power Systems - August 2018 - TECH Showcase: Developing a cloud strategy that aligns with buisness goals is essential to effective implementation
IBM Systems Magazine, Power Systems - August 2018 - 24
IBM Systems Magazine, Power Systems - August 2018 - 25
IBM Systems Magazine, Power Systems - August 2018 - 26
IBM Systems Magazine, Power Systems - August 2018 - 27
IBM Systems Magazine, Power Systems - August 2018 - 28
IBM Systems Magazine, Power Systems - August 2018 - Currents: RPG program gives end users access to IBM i data via mobile devices
IBM Systems Magazine, Power Systems - August 2018 - 30
IBM Systems Magazine, Power Systems - August 2018 - Solutions: Performance Navigator Version 19, TURNOVER and EXPRESSDESK
IBM Systems Magazine, Power Systems - August 2018 - Snapshot: Clifton Dozier
IBM Systems Magazine, Power Systems - August 2018 - Cover3
IBM Systems Magazine, Power Systems - August 2018 - Cover4
IBM Systems Magazine, Power Systems - August 2018 - Reference Point - Global Events, Education, Resources for Power Systems
IBM Systems Magazine, Power Systems - August 2018 - 2018 Power Systems Solution Edition Index
IBM Systems Magazine, Power Systems - August 2018 - SE2
IBM Systems Magazine, Power Systems - August 2018 - SE3
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http://www.nxtbook.com/nxtbooks/mspcomm/ibmsystems_power-aix_20090203
http://www.nxtbook.com/nxtbooks/mspcomm/ibmsystems_power_200902
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http://www.nxtbookMEDIA.com