<< Chapter < Page Chapter >> Page >

Upper division under-graduate college students

The challenge is to try parallel computing, not just talk about it.

During the week of May 21st to May 26th in 2006, this author attended a workshop on Parallel and Distributed Computing.  The workshop was given by the National Computational Science Institute and introduced parallel programming using multiple computers (a group of micro computers grouped or clustered into a super-micro computer).  The conference emphasized several important points related to the computer industry:

  1. During the past few years super-micro computers have become more powerful and more available.
  2. Desk top computers are starting to be built with multiple processors (or cores) and we will have multiple (10 to 30) core processors within a few years.
  3. Use of super-micro computing power is wide spread and growing in all areas: scientific research, engineering applications, 3D animation for computer games and education, etc.
  4. There is a shortage of educators, scientific researchers, and computer professionals that know how to manage and utilize this developing resource. Computer professionals needed include: Technicians that know how to create and maintain a super-micro computer; and Programmers that know how to create computer applications that use parallel programming concepts .

This last item was emphasized to those of you beginning a career in computer programming that as you progress in your education, you should be aware of the changing nature of computer programming as a profession.  Within a few years all professional programmers will have to be familiar with parallel programming .

During the conference this author wrote a program that sorts an array of 150,000 integers using two different approaches.  The first way was without parallel processing.  When it was compiled and executed using a single machine, it took 120.324 seconds to run (2 minutes).  The second way was to redesign the program so parts of it could be run on several processors at the same time.  When it was compiled and executed using 11 machines within a cluster of micro-computers, it took 20.974 seconds to run.  That’s approximately 6 times faster.  Thus, parallel programming will become a necessity to be able to utilize the multi-processor hardware of the near future.

A distributed computing environment was set up in a normal computer lab using a Linix operating system stored on a CD. After booting several computers with the CD, the computers can communicate with each other with the support of "Message Passing Interface" or MPI commands. This model known as the Bootable Cluster CD (BCCD) is available from:

Bootable Cluster CD – University of Northern Iowa at: (External Link)

The source code files used during the above workshop were modified to a version 8, thus an 8 is in the filename. The non-parallel processing "super" code was named: nonps8.cpp with the parallel processing "super" code named: ps8.cpp (Note: The parallel processing code contains some comments that describe that part of the code being run by a machine identified as the "SERVER_NODE"  with a part of the code being run by the 10 other machines (the Clients).  The client machines communicate critical information to the server node using "Message Passing Interface" or MPI commands.)

You may need to right click on the link and select "Save Target As" in order to download these source code files.

Download the source code file from Connexions: nonps8.cpp

Download the source code file from Connexions: ps8.cpp

Two notable resources with super computer information were provided by presenters during the workshop:

Oklahoma University – Supercomputing Center for Education&Research at: (External Link)

Contra Costa College – High Performance Computing at: (External Link)

You can also "Google" the topic's key words and spend several days reading and experimenting with High Performance Computing.

Consider reviewing the "Educator Resources" links provided in the next section.

Educator resources

There are many sites that provide materials and assistance to those teaching the many aspects of High Performance Computing. A few of them are:

Shodor – A National Resource for Computational Science Education at: (External Link)

CSERD – Computational Science Education Reference Desk at: (External Link)

National Computational Science Institute at: (External Link)

Association of Computing Machinery at: (External Link)

Super Computing – Education at: (External Link)

Simple definitions

high performance computing
Grouping multiple computers or multiple computer processors to accomplish a task in less time.
sequential processing
Using only one processor and completing the tasks in a sequential order.
parallel processing
Dividing a task into parts that can utilize more than one processor.
central processing unit
The electronic circuitry that actually executes computer instructions.
parallel programming
Involves developing programs that utilize parallel processing algorithms that take advantage of multiple processors.

Questions & Answers

what does nano mean?
Anassong Reply
nano basically means 10^(-9). nanometer is a unit to measure length.
Bharti
do you think it's worthwhile in the long term to study the effects and possibilities of nanotechnology on viral treatment?
Damian Reply
absolutely yes
Daniel
how to know photocatalytic properties of tio2 nanoparticles...what to do now
Akash Reply
it is a goid question and i want to know the answer as well
Maciej
characteristics of micro business
Abigail
for teaching engĺish at school how nano technology help us
Anassong
Do somebody tell me a best nano engineering book for beginners?
s. Reply
what is fullerene does it is used to make bukky balls
Devang Reply
are you nano engineer ?
s.
fullerene is a bucky ball aka Carbon 60 molecule. It was name by the architect Fuller. He design the geodesic dome. it resembles a soccer ball.
Tarell
what is the actual application of fullerenes nowadays?
Damian
That is a great question Damian. best way to answer that question is to Google it. there are hundreds of applications for buck minister fullerenes, from medical to aerospace. you can also find plenty of research papers that will give you great detail on the potential applications of fullerenes.
Tarell
what is the Synthesis, properties,and applications of carbon nano chemistry
Abhijith Reply
Mostly, they use nano carbon for electronics and for materials to be strengthened.
Virgil
is Bucky paper clear?
CYNTHIA
so some one know about replacing silicon atom with phosphorous in semiconductors device?
s. Reply
Yeah, it is a pain to say the least. You basically have to heat the substarte up to around 1000 degrees celcius then pass phosphene gas over top of it, which is explosive and toxic by the way, under very low pressure.
Harper
Do you know which machine is used to that process?
s.
how to fabricate graphene ink ?
SUYASH Reply
for screen printed electrodes ?
SUYASH
What is lattice structure?
s. Reply
of graphene you mean?
Ebrahim
or in general
Ebrahim
in general
s.
Graphene has a hexagonal structure
tahir
On having this app for quite a bit time, Haven't realised there's a chat room in it.
Cied
what is biological synthesis of nanoparticles
Sanket Reply
what's the easiest and fastest way to the synthesize AgNP?
Damian Reply
China
Cied
types of nano material
abeetha Reply
I start with an easy one. carbon nanotubes woven into a long filament like a string
Porter
many many of nanotubes
Porter
what is the k.e before it land
Yasmin
what is the function of carbon nanotubes?
Cesar
I'm interested in nanotube
Uday
what is nanomaterials​ and their applications of sensors.
Ramkumar Reply
what is nano technology
Sravani Reply
what is system testing?
AMJAD
preparation of nanomaterial
Victor Reply
how to synthesize TiO2 nanoparticles by chemical methods
Zubear
how did you get the value of 2000N.What calculations are needed to arrive at it
Smarajit Reply
Privacy Information Security Software Version 1.1a
Good
Got questions? Join the online conversation and get instant answers!
QuizOver.com Reply

Get the best Algebra and trigonometry course in your pocket!





Source:  OpenStax, Programming fundamentals - a modular structured approach using c++. OpenStax CNX. Jan 10, 2013 Download for free at http://cnx.org/content/col10621/1.22
Google Play and the Google Play logo are trademarks of Google Inc.

Notification Switch

Would you like to follow the 'Programming fundamentals - a modular structured approach using c++' conversation and receive update notifications?

Ask