#sunshine2015 High Performance Computing Infrastructure as a Key Enabler to Engineering Designby Kola oyeniran @Nse conference in #thedome in #Akure #Nigeria
The GreenDroid mobile application processor is a 45-nm multicore research prototype that targets the Android mobile-phone software stack. It can execute general-purpose mobile programs with 11 times less energy than today’s most energy-efficient designs, at similar or better performance levels.
How Can AI and IoT Power the Chemical Industry?Xiaonan Wang
AI, IoT and Blockchain tech briefing to the industry to showcase our research at NUS.
by Dr. Xiaonan Wang
Assistant Professor
NUS Department of Chemical & Biomolecular Engineering
In this deck from the HPC User Forum, Rick Stevens from Argonne presents: AI for Science.
"Artificial Intelligence (AI) is making strides in transforming how we live. From the tech industry embracing AI as the most important technology for the 21st century to governments around the world growing efforts in AI, initiatives are rapidly emerging in the space. In sync with these emerging initiatives including U.S. Department of Energy efforts, Argonne has launched an “AI for Science” initiative aimed at accelerating the development and adoption of AI approaches in scientific and engineering domains with the goal to accelerate research and development breakthroughs in energy, basic science, medicine, and national security, especially where we have significant volumes of data and relatively less developed theory. AI methods allow us to discover patterns in data that can lead to experimental hypotheses and thus link data driven methods to new experiments and new understanding."
Watch the video: https://wp.me/p3RLHQ-kQi
Learn more: https://www.anl.gov/topic/science-technology/artificial-intelligence
and
http://hpcuserforum.com
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
The Field Programmable Gate Array (FPGA) industry is expanding both in market share and in innovation. The tailored FPGA features make them a better choice to include FPGA in an increasing number of applications in the upcoming years. A constant development of FPGA technology has led to minimize the gap of performance levels between FPGA and Application Specific Integrated Circuit (ASIC). Hence, in recent years, FPGA based platforms are proven more attractive than ASICs since their performance is high in addition to the low cost of the development process and short time to market. Therefore, nowadays, FPGA is highly attractive for a huge range of applications in communications, computing, avionics, security, automotive and consumer electronics. Field Programmable Gate Array industry has shown a steady growth with a market prediction value of USD 9 billion by 2023. Currently, the FPGA companies started growing in reserch areas such as Artifitial Intelligence (AI), Internet of Thing (IoT) and LIght Detection and Ranging (LIDAR). The aim of this paper is to review the developments in FPGA.
The GreenDroid mobile application processor is a 45-nm multicore research prototype that targets the Android mobile-phone software stack. It can execute general-purpose mobile programs with 11 times less energy than today’s most energy-efficient designs, at similar or better performance levels.
How Can AI and IoT Power the Chemical Industry?Xiaonan Wang
AI, IoT and Blockchain tech briefing to the industry to showcase our research at NUS.
by Dr. Xiaonan Wang
Assistant Professor
NUS Department of Chemical & Biomolecular Engineering
In this deck from the HPC User Forum, Rick Stevens from Argonne presents: AI for Science.
"Artificial Intelligence (AI) is making strides in transforming how we live. From the tech industry embracing AI as the most important technology for the 21st century to governments around the world growing efforts in AI, initiatives are rapidly emerging in the space. In sync with these emerging initiatives including U.S. Department of Energy efforts, Argonne has launched an “AI for Science” initiative aimed at accelerating the development and adoption of AI approaches in scientific and engineering domains with the goal to accelerate research and development breakthroughs in energy, basic science, medicine, and national security, especially where we have significant volumes of data and relatively less developed theory. AI methods allow us to discover patterns in data that can lead to experimental hypotheses and thus link data driven methods to new experiments and new understanding."
Watch the video: https://wp.me/p3RLHQ-kQi
Learn more: https://www.anl.gov/topic/science-technology/artificial-intelligence
and
http://hpcuserforum.com
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
The Field Programmable Gate Array (FPGA) industry is expanding both in market share and in innovation. The tailored FPGA features make them a better choice to include FPGA in an increasing number of applications in the upcoming years. A constant development of FPGA technology has led to minimize the gap of performance levels between FPGA and Application Specific Integrated Circuit (ASIC). Hence, in recent years, FPGA based platforms are proven more attractive than ASICs since their performance is high in addition to the low cost of the development process and short time to market. Therefore, nowadays, FPGA is highly attractive for a huge range of applications in communications, computing, avionics, security, automotive and consumer electronics. Field Programmable Gate Array industry has shown a steady growth with a market prediction value of USD 9 billion by 2023. Currently, the FPGA companies started growing in reserch areas such as Artifitial Intelligence (AI), Internet of Thing (IoT) and LIght Detection and Ranging (LIDAR). The aim of this paper is to review the developments in FPGA.
Stay up-to-date with the OpenACC Monthly Highlights. July's edition covers the OpenACC Summit 2021, upcoming GPU Hackathons and Bootcamps, PEARC21 panel review , recent research, new resources and more!
In this deck from the HPC User Forum in Detroit, Bob Sorensen from Hyperion Research presents: Exascale Update. As a research firm, Hyperion is tracking the development of Exascale supercomputers worldwide.
"The four geographies actively developing Exascale machines are: USA, China, Europe, and Japan. While it is important to emphasize that this is not a race, the first machine to achieve Exascale in terms of sustained LINPACK should be the A21 Aurora system at Argonne in 2021. It will be followed soon after by machines from all the other active projects."
Watch the video: https://wp.me/p3RLHQ-j1U
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
CloudLightning - Project and Architecture OverviewCloudLightning
This is a PowerPoint presentation delivered by Prof John Morrison (UCC) on 9 December 2016 at the IC4 and Host in Ireland Workshop: Data Centres in Ireland.
In this video from the Argonne Training Program on Extreme-Scale Computing 2019, Jeffrey Vetter from ORNL presents: The Coming Age of Extreme Heterogeneity.
"In this talk, I'm going to talk about the high-level trends guiding our industry. Moore’s Law as we know it is definitely ending for either economic or technical reasons by 2025. Our community must aggressively explore emerging technologies now!"
Watch the video: https://wp.me/p3RLHQ-lic
Learn more: https://ft.ornl.gov/~vetter/
and
https://extremecomputingtraining.anl.gov/archive/atpesc-2019/agenda-2019/
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
236341 Idc How Nations Are Using Hpc August 2012Chris O'Neal
Attached is an IDC write-up on the National use of High-end HPC for both scientific innovation and economic advancement. It also includes a list of the current petascale systems around the world.
The presentation presents the competences and technologies provided by Technical computing department of Microsoft Innovation Center Rapperswil such as simulation of the electrical arc, wind turbines, thermal simulations in the building and cloud computing using Microsoft Azure.
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A New Direction for Computer Architecture Researchdbpublications
This paper we suggest a different computing environment as a worthy new direction for computer architecture research: personal mobile computing, where portable devices are used for visual computing and personal communications tasks. Such a device supports in an integrated fashion all the functions provided to-day by a portable computer, a cellular phone, a digital camera and a video game. The requirements placed on the processor in this environment are energy efficiency, high performance for multimedia and DSP functions, and area efficient, scalable designs. We examine the architectures that were recently pro-posed for billion transistor microprocessors. While they are very promising for the stationary desktop and server workloads, we discover that most of them are un-able to meet the challenges of the new environment and provide the necessary enhancements for multimedia applications running on portable devices.
Stay up-to-date on the latest news, events and resources for the OpenACC community. This month’s highlights covers the newly released PGI 19.7, the upcoming 2019 OpenACC Annual Meeting, GPU Bootcamp at RIKEN R-CCS, a complete schedule of GPU hackathons and more!
For decades we have been able to take advantage of Moore’s Law to improve single thread performance, reduce power and cost with each generation of semiconductor technology. While technology has advanced after the end of Dennard scaling more than 10 years ago, the advances have slowed down. Server performance increases have relied on increasing core counts and power budgets.
At the same time, workloads have changed in the era of cloud computing. Scale out is becoming more important than scale up. Domain specific architectures have started to emerge to improve the energy efficiency of emerging workloads like deep learning.
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Stay up-to-date on the latest news, events and resources for the OpenACC community. This month’s highlights covers the newly elected OpenACC.org vice president, 2019 OpenACC Annual Meeting, GPU Bootcamp at RIKEN R-CCS, a complete schedule of GPU hackathons and more!
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Stay up-to-date with the OpenACC Monthly Highlights. July's edition covers the OpenACC Summit 2021, upcoming GPU Hackathons and Bootcamps, PEARC21 panel review , recent research, new resources and more!
In this deck from the HPC User Forum in Detroit, Bob Sorensen from Hyperion Research presents: Exascale Update. As a research firm, Hyperion is tracking the development of Exascale supercomputers worldwide.
"The four geographies actively developing Exascale machines are: USA, China, Europe, and Japan. While it is important to emphasize that this is not a race, the first machine to achieve Exascale in terms of sustained LINPACK should be the A21 Aurora system at Argonne in 2021. It will be followed soon after by machines from all the other active projects."
Watch the video: https://wp.me/p3RLHQ-j1U
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
CloudLightning - Project and Architecture OverviewCloudLightning
This is a PowerPoint presentation delivered by Prof John Morrison (UCC) on 9 December 2016 at the IC4 and Host in Ireland Workshop: Data Centres in Ireland.
In this video from the Argonne Training Program on Extreme-Scale Computing 2019, Jeffrey Vetter from ORNL presents: The Coming Age of Extreme Heterogeneity.
"In this talk, I'm going to talk about the high-level trends guiding our industry. Moore’s Law as we know it is definitely ending for either economic or technical reasons by 2025. Our community must aggressively explore emerging technologies now!"
Watch the video: https://wp.me/p3RLHQ-lic
Learn more: https://ft.ornl.gov/~vetter/
and
https://extremecomputingtraining.anl.gov/archive/atpesc-2019/agenda-2019/
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
236341 Idc How Nations Are Using Hpc August 2012Chris O'Neal
Attached is an IDC write-up on the National use of High-end HPC for both scientific innovation and economic advancement. It also includes a list of the current petascale systems around the world.
The presentation presents the competences and technologies provided by Technical computing department of Microsoft Innovation Center Rapperswil such as simulation of the electrical arc, wind turbines, thermal simulations in the building and cloud computing using Microsoft Azure.
Computação de Alto Desempenho - Fator chave para a competitividade do País, d...Igor José F. Freitas
Vídeo: https://www.youtube.com/watch?v=8cFqNwhQ7uE
Fator chave para a competitividade do País, da Ciência e da Indústria.
Palestra ministrada durante o Intel Innovation Week 2015 .
A New Direction for Computer Architecture Researchdbpublications
This paper we suggest a different computing environment as a worthy new direction for computer architecture research: personal mobile computing, where portable devices are used for visual computing and personal communications tasks. Such a device supports in an integrated fashion all the functions provided to-day by a portable computer, a cellular phone, a digital camera and a video game. The requirements placed on the processor in this environment are energy efficiency, high performance for multimedia and DSP functions, and area efficient, scalable designs. We examine the architectures that were recently pro-posed for billion transistor microprocessors. While they are very promising for the stationary desktop and server workloads, we discover that most of them are un-able to meet the challenges of the new environment and provide the necessary enhancements for multimedia applications running on portable devices.
Stay up-to-date on the latest news, events and resources for the OpenACC community. This month’s highlights covers the newly released PGI 19.7, the upcoming 2019 OpenACC Annual Meeting, GPU Bootcamp at RIKEN R-CCS, a complete schedule of GPU hackathons and more!
For decades we have been able to take advantage of Moore’s Law to improve single thread performance, reduce power and cost with each generation of semiconductor technology. While technology has advanced after the end of Dennard scaling more than 10 years ago, the advances have slowed down. Server performance increases have relied on increasing core counts and power budgets.
At the same time, workloads have changed in the era of cloud computing. Scale out is becoming more important than scale up. Domain specific architectures have started to emerge to improve the energy efficiency of emerging workloads like deep learning.
This talk will provide a historical perspective and discuss emerging trends driving the development of modern processors.
Stay up-to-date on the latest news, events and resources for the OpenACC community. This month’s highlights covers the newly elected OpenACC.org vice president, 2019 OpenACC Annual Meeting, GPU Bootcamp at RIKEN R-CCS, a complete schedule of GPU hackathons and more!
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2. High Performance Computing
Infrastructure as a Key Enabler to
Engineering Design
By
Oladapo O. Adeniyi.#1
, Mohammed Dauda #2
,Kola Oyeniran#3
, Mohammed S. Haruna#4
, Kehinde G. Samuel #5
National Agency for Science & Engineering Infrastructure (NASENI) Abuja
5. Introduction
In the second half of the 20th
century, simulation and modelling have been established as the
‘third pillar of scientific discovery’, complementing theoretical analysis and experiment.
Many computational problems in Engineering Design require the most powerful supercomputers
available today.
The widespread deployment of multi-core and many-core architectures has highlighted the need
to exploit parallel computing technologies. [ 1]
High Performance Computing (HPC) can be regarded as any computer system larger than a regular
desktop PC used for modelling and simulation having more computing resources in terms of
processing speed, storage capacity.
The performance HPC hardware has since then increased rapidly, steadily driven by the ever-
increasing demands for computing power in many areas of science - Engineering Design in particular.
As the concept of High Performance Computing (HPC) begins to find its feet in developing
countries, our paper focuses on the importance of this technology, its application areas, benefits and
challenges encountered using NASENI HPC laboratory as a case study
6. HPC Facilities in Africa
S/n HPC FACILITIES IN AFRICA as at October 2010
Server Model Brands Countries
1 AMD Opteron-based IBM e1350 cluster (with eight nodes
equipped with ClearSpeed accelerator cards).
IBM South Africa
2 IBM Blue Gene/P rack IBM South Africa
3 Hybrid Sun Machine (SPARC 64 VII M7000) South Africa
4 4 Computing Nodes, 2.5 Teraflops, Linux Redhat OS Brand Unknown Tanzania
5 DELL PowerEdge 2950 Head Node and 1950 Compute
nodes (8)
DELL NASENI Abuja,
Nigeria
6 DELL PowerEdge 2950 Head Node and 1950 Compute
nodes (8)
DELL NASENI Nnewi,
Nigeria
7 DELL PowerEdge 2950 Head Node and 1950 Compute
nodes (8)
DELL NASENI, Ilesa,
Nigeria
8 4 Computing Nodes Brand Unknown African
University of
Science and
Technology,
Abuja.
9 DELL PowerEdge 2950 and 1950 Compute nodes (16) DELL NASRDA
Abuja
7. Importance of HPC to industrialised economies
Design and manufacturing are central drivers of most advanced
economy in the world.
HPC remarkably adds value to engineering design by enabling the
creation of large, high-reliability models that yield accurate and
detailed understanding into the performance of a proposed design.
Many countries world-wide are investing in HPC technology, most
notably the USA, UK, China and Japan.
HPC is a key enabler of scientific and industrial innovation today.
It is quite clear that the global economies that invest in HPC are
those that will, over time, gain the greatest competitive advantage
and reap the largest economic benefits.
There exist a current scramble to invest in large-scale leading-
edge HPC systems worldwide
8. HPC INFRASTRUCTURE APPLICATION
AREAS Computer Aided Engineering: Crash and safety test simulations, Structural analysis,
Computational Fluid Dynamics (CFD), Design optimization.
Automotive: for designing efficient and safe vehicles
Aerospace: for designing aircraft engines that can fulfil the envisaged reductions in air
pollution and noise.
Digital media:
Financial Services (Insurance/Retail Banks/Capital Market): Actuarial calculations,
Fraud analysis and detection, Monte Carlo simulations, Risk and portfolio analysis.
Life Sciences (Pharmaceutical/Biotechnology/Computational Biology): Database
queries, Genomics, Proteomics, Drug design clinical studies, Business processes,
Molecular dynamics. Environmental Science: Climate Modelling, weather forecast,
Ocean modelling.
Oil and Gas Exploration (Energy): Seismic processing, Geological data analysis,
Reservoir simulation and visualization.
Imaging and Rendering: Game rendering, Medical Imaging, High-end visualization.
Government: Information extraction , Decryption , Defence testing and monitoring
9. Benefits of HPC to Nigeria
Drives faster processing speed for the most demanding applications including
Engineering Designs so as to complete more computations per second and power
through the most complex analysis.
Empowers young and upcoming engineering students at all levels - by enabling them to
visualize and practically start working on engineering designs and models that have
been taught theoretically in the classrooms.
Initiates a new era of parallel computing and computational science education
nationwide.
Stirs up prime engineering inventions within the nation when experts within the
science and engineering community have access to the HPC facility for performing
time-saving, robust, and detailed simulations during their investigation.
It's a cost effective solution to previous engineering approaches that have caused
critical machine parts and electronic components to fail due to making the designed
equipment to work in unforeseen practical conditions, e.g. environmental effects
(Temperature, Pressure etc).
Enables local technology adaptation to prevalent economic challenges.
It will position Nigeria as the second country in Africa after South Africa that will enable
its research community with such large-scale HPC infrastructure.
It will form the basis for our future migration to cloud computing - a new cost-effective
service-oriented architecture
10. Naseni HPC laboratory-a case study
Head Node Cluster nodes
CPU Host Dell PowerEdge 2900 Dell PowerEdge 1950
CPU Dual-core Intel Xeon 5130 64 bit processor,
4MB L2 cache
Dual-core Intel Xeon 5130 64 bit processor, 4MB L2 cache
CPU frequency (GHz) 2.0 2.0
CPU cores per node 4 4
CPU memory host(GB) 4 4
HDD(GB) 500( 2 X 250GB) 73 ( 1 X 73GB)
Interconnect G Ethernet through Dell PowerConnect Switch
# of Cluster nodes 1 7
# of CPU cores 4 28
Form Factor Tower 7 x 1U Blade server
12. Major challenges of HPC Implementation
The rise in performance and capability of HPC is now threatened by
technological factors, in particular energy requirements and the fact that
microprocessor speeds are no longer expected to increase in the way they
have in the past.
HPC solutions typically utilize a tremendous amount of energy, to a point
that is often difficult to provide or justify.
Existing compatible applications that can run on HPC systems and storage
capacity to store the output (result) of simulations that run on HPC
systems simultaneously.
13. Our efforts at NASENI
At NASENI, in order to reduce the above problem
among others, we recently designed and
developed a small hydro power (SHP) plant in
Keffi which supplies about 10kW of energy.
The operational range for a DELL 2950 and 1950
server is 900W and 803W respectively.
14. Conclusion and Recommendations
Innovative research in the areas of Renewable Energy should be looked into,
this will also avail the opportunity to solve some of the challenges of HPC
especially power.
Focussing only at the highest or lowest level of HPC carries the risk of market
failure.
Due to the convergence of Computing disciplines, HPC infrastructure
investment must be seen in the context of overall investment in R&D and
Innovation in computing and its applications in general, including possibility to
work across all disciplines.
With NASENI pioneering move in Nigeria to implementation of HPC
technology and the development to alternative energy sources (the recently
designed Small Hydro Power (SHP) plant by NASENI which currently supplies
about 10kW of energy), HPC is a key technology which can contribute to
industrial and economical growth of Nigeria