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High Performance Computing (HPC)
Dusan Jolovic Jelena Karapetrovic Tracey Fernandez
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Who are we? ICT Supercomputing Team at NMSU
Spreading the word about the supercomputer possibilities Support faculty and student efforts on using supercomputer
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What is HPC? Can be high performance computing or high performance computer It is aggregation of computing power Delivers much higher performance than one could get out of a regular desktop – if you use it properly Can solve large problems in science, engineering, business
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Examples: Astronomy Astrophysics Human genome work
Imaging and rendering Earthquake wave propagation Nuclear reactor, weapon design Protein Structures Petroleum exploration Intensive transportation modeling Climate modeling Ocean modeling Teaching, etc.
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Another word – supercomputing
The cost can be very high – but free for students and faculty Never played with it before? Need to learn basics Elements Processors Memory Disk OS (mostly Linux)
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Point of having HPC? Individual computers in a cluster – Nodes Individual nodes can work together, talk to each other Faster problem solving
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Some facts about HPC Introduced in 1960s
First supercomputer credited to University of Manchester and the Control Data Corporation (CDC) Used innovative designs and parallelism to achieve super performances
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The concept of parallel computing
One processor in your desktop or laptop can give you output in X hours X>10 Why not use several (Y) processors, and get the results in X<1? Supercomputing allows using several processors to ‘attack’ a problem
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Each processor works on one part of the problem
Processors can exchange information with other processors graphic by: San Diego Supercomputing Center
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Why parallel computing?
A single processor has limitations in terms of: Memory Speed Performance It solves problems that cannot fit to a single CPU’s memory space Solve problems that cannot be solved in a reasonable time Solve problems at finer resolution Model any phenomena more realistically
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Measurements and energy
Performance of a supercomputer is measured in ‘floating-point’ operations per second (FLOPS) Supercomputers consume large amounts of power They produce a lot of heat Heat management is a major issue in complex electronic devices Heat reduces the lifetime of system components Cooling systems are highly important in rooms where supercomputers are stored NMSU has a user-access room to house and cool self-owned servers Ask us if you would like more information!
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Operating Systems Linux and Linux derivatives (Red Hat, CentOS, etc.)
Linux can be customized and tailored It has to be lightweight and secure
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Cloud Computing & HPC Internet based computing On demand access
Can cut infrastructure costs (no purchase of servers necessary) Aims to provide HPC as a service Several issues: network latency, multi tenancy of resources, virtualization overhead
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Top supercomputers worldwide
Sunway TaihuLight (China) – 10,649,600 CPUY cores, $300m NUDT Tianhe-2 (China) Cray Titan (US) IBM Sequoia (US)
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Does NMSU have a supercomputer?
NMSU has Joker supercomputer Joker has 238 cores, it runs on CentOS 7 Each core has 4GB RAM CentOS is Linux based OS To submit jobs on Joker you have to use Slurm scheduler To learn more about Slurm – check out the next presentation on Intro to Joker
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Do you need Joker? How time consuming are the jobs you execute on your desktop/laptop? You need to register for Joker: What software do you use? You can submit software installation request Some currently available software: Matlab, Gaussian, R, Python
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More on HPC https://www.youtube.com/watch?v=A_i5kOlj_UU
Do I need specific knowledge to run my experiments on a supercomputer? Who to ask for support? Where to search for solutions? What do I need to know? Can someone else run experiments for me?
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Useful links How to use HPC https://hpc.nmsu.edu/hpc-user-guide/
Who is in the team? Other useful resources
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External resources Summit, Colorado State New Mexico Consortium
New Mexico Consortium University of New Mexico Data Storage Facility
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Try it! HPC-team We can help you start submitting your jobs on supercomputers Want superpowers? This is the closest you can get (most probably )
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