This document discusses how high performance computing (HPC) systems are helping fuel the resurgence of manufacturing. It outlines the ongoing challenges manufacturers face including stringent regulations, cost pressures, and intense global competition. SGI provides HPC solutions like the UV, Rackable, and ICE X clusters along with storage solutions to help manufacturers address these challenges and meet goals like faster time to market. Case studies describe how SGI systems helped companies like SL-Rasch perform complex simulations of umbrella structures and Škoda accelerate product development.
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 .
Hitachi is a leading provider of mainframe storage solutions and takes a two-pillar approach of compatibility and innovation. It focuses on supporting essential IBM mainframe features through licensing agreements and qualification testing. It also delivers unique storage and management features to provide additional value. Hitachi storage provides high performance, data resilience, replication capabilities, virtualization, and automated management tools to meet the demands of mainframe environments. Hitachi has a large mainframe customer base and extensive experience supporting critical IBM environments.
Global Financial Leader Consolidates Mainframe Storage and Reduces Costs with...Hitachi Vantara
Companies with mainframes and mainframe storage face the same complex issues and desires as other businesses. They need to lower costs, reduce their storage footprint, boost performance and increase scalability, all with flat or declining budgets. And even as they make these improvements, companies also want to reduce operations costs and be freed from the overhead of continually tuning their environments for peak performance. They want and expect
data to be moved to the appropriate tier and both capacity and performance to be optimized automatically.
The Gemeinnützige Gesellschaft der Franziskanerinnen zu Olpe (GFO), a German nonprofit healthcare group comprising hospitals and care sites, implemented a FlexPod converged infrastructure solution comprising Cisco, NetApp, and VMware technologies to improve IT efficiency, agility, and reduce costs. The FlexPod platform has provided up to 75% improvement in server consolidation and is expected to accelerate new service deployment by 75%. It has also increased server utilization by at least 20% and improved ease of administration.
Leveraging IoT as part of your digital transformationJohn Archer
Review of approaches for Edge computing architecture with emphasis on improved security for container workloads collecting telemetry from Industrial IoT environments
This document announces an AI workshop on August 31, 2018 in Warsaw, Poland hosted by the University of Warsaw and OpenPOWER Academia. The workshop will provide an introduction to artificial intelligence using POWER9 systems, including demonstrations of deep learning tools and techniques. Attendees will learn about OpenPOWER/POWER9 systems, PowerAI tools, and have hands-on exercises for using AI on OpenPOWER systems.
Redefine Your IT Future With Continuous Cloud InfrastructureHitachi Vantara
This document discusses the shift to an era of business-defined IT, where business leaders are looking to IT to be future-proof, reliable, adaptable, and responsive to change. It introduces the concept of Continuous Cloud Infrastructure, which aims to deliver an always available, automated, agile, and efficient cloud infrastructure foundation for the enterprise. Continuous Cloud Infrastructure provides the solid foundation needed for a future-ready enterprise to redefine its own future and achieve success with business-defined IT.
The document discusses HP's products and solutions for high performance computing (HPC) and big data, including:
1) The new HP ProLiant SL270s Gen8 server for HPC, which provides improved performance with integrated accelerators like Intel Xeon Phi coprocessors and Nvidia Kepler GPUs.
2) An HP/Intel Xeon Phi Gen 8 starter kit for development environments.
3) Engineering cloud transformation services to help transition manufacturing to private clouds.
4) The new HP ProLiant SL4500 server, the first purpose-built for big data applications.
5) HP Moonshot, a software-defined server platform designed for improved efficiency and scale.
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 .
Hitachi is a leading provider of mainframe storage solutions and takes a two-pillar approach of compatibility and innovation. It focuses on supporting essential IBM mainframe features through licensing agreements and qualification testing. It also delivers unique storage and management features to provide additional value. Hitachi storage provides high performance, data resilience, replication capabilities, virtualization, and automated management tools to meet the demands of mainframe environments. Hitachi has a large mainframe customer base and extensive experience supporting critical IBM environments.
Global Financial Leader Consolidates Mainframe Storage and Reduces Costs with...Hitachi Vantara
Companies with mainframes and mainframe storage face the same complex issues and desires as other businesses. They need to lower costs, reduce their storage footprint, boost performance and increase scalability, all with flat or declining budgets. And even as they make these improvements, companies also want to reduce operations costs and be freed from the overhead of continually tuning their environments for peak performance. They want and expect
data to be moved to the appropriate tier and both capacity and performance to be optimized automatically.
The Gemeinnützige Gesellschaft der Franziskanerinnen zu Olpe (GFO), a German nonprofit healthcare group comprising hospitals and care sites, implemented a FlexPod converged infrastructure solution comprising Cisco, NetApp, and VMware technologies to improve IT efficiency, agility, and reduce costs. The FlexPod platform has provided up to 75% improvement in server consolidation and is expected to accelerate new service deployment by 75%. It has also increased server utilization by at least 20% and improved ease of administration.
Leveraging IoT as part of your digital transformationJohn Archer
Review of approaches for Edge computing architecture with emphasis on improved security for container workloads collecting telemetry from Industrial IoT environments
This document announces an AI workshop on August 31, 2018 in Warsaw, Poland hosted by the University of Warsaw and OpenPOWER Academia. The workshop will provide an introduction to artificial intelligence using POWER9 systems, including demonstrations of deep learning tools and techniques. Attendees will learn about OpenPOWER/POWER9 systems, PowerAI tools, and have hands-on exercises for using AI on OpenPOWER systems.
Redefine Your IT Future With Continuous Cloud InfrastructureHitachi Vantara
This document discusses the shift to an era of business-defined IT, where business leaders are looking to IT to be future-proof, reliable, adaptable, and responsive to change. It introduces the concept of Continuous Cloud Infrastructure, which aims to deliver an always available, automated, agile, and efficient cloud infrastructure foundation for the enterprise. Continuous Cloud Infrastructure provides the solid foundation needed for a future-ready enterprise to redefine its own future and achieve success with business-defined IT.
The document discusses HP's products and solutions for high performance computing (HPC) and big data, including:
1) The new HP ProLiant SL270s Gen8 server for HPC, which provides improved performance with integrated accelerators like Intel Xeon Phi coprocessors and Nvidia Kepler GPUs.
2) An HP/Intel Xeon Phi Gen 8 starter kit for development environments.
3) Engineering cloud transformation services to help transition manufacturing to private clouds.
4) The new HP ProLiant SL4500 server, the first purpose-built for big data applications.
5) HP Moonshot, a software-defined server platform designed for improved efficiency and scale.
Rishabh Engineering, for the field engineering and 3D modeling for 105MW Tarakhil Power Plant In Kabul, Afghanistan using Intergraph CADWorx® Plant and CADWorx P&ID, received the CADWorx Drivers of Success award for the year 2016.
The document provides highlights from OpenACC in February 2021, including:
- What OpenACC is and how it provides directives-based programming for parallel computing on CPUs and GPUs.
- Wide adoption of OpenACC across key HPC codes like ANSYS Fluent and momentum for its performance and portability.
- Upcoming events in 2021 focused on GPU programming and OpenACC, including hackathons and conferences.
Stay up-to-date on the latest news, events and resources for the OpenACC community. This month’s highlights covers the upcoming OpenACC Summit, a complete schedule of upcoming events, using OpenACC to optimize structural analysis, new resources and more!
The OpenPOWER Foundation is working to develop an open ecosystem around IBM's POWER architecture. It has grown significantly since its founding in 2013, now with over 130 members collaborating on workgroups and solutions. OpenPOWER aims to fuel innovation through open source contributions and an open development model for both software and hardware. Several new server offerings and collaborative projects were announced, demonstrating progress towards an open alternative to other proprietary architectures.
Application Report: Virtualizing Tier-1 Workloads using FC SANsIT Brand Pulse
HD Supply operates 630 locations distributing building materials and tools. It supports critical business operations through two large data centers running SAP and eCommerce applications on over 1,000 virtual machines. Database sizes had doubled in the last 18 months. To improve performance and efficiency with this growth, HD Supply virtualized their tier-1 workloads using VMware and upgraded storage, networking, and servers with SSD, 10GbE, and high-performance adapters. This allowed for increased automation, faster response to business needs, and a more lean cost structure while supporting continued database expansion.
En rh - cito - research-why-you-should-put-red-hat-under-your-sap-systems whi...CMR WORLD TECH
Red Hat Enterprise Linux has become the default choice for running SAP applications due to several key factors:
1) Linux and open source software have conquered the enterprise by providing cost savings, high performance, and reliability compared to proprietary Unix systems that SAP was traditionally run on.
2) SAP applications are designed for a distributed architecture which Linux and commodity servers provide through horizontal scaling, allowing for faster performance and lower costs.
3) SAP and Red Hat have a close partnership where Red Hat provides long-term stability and support that meets the needs of mission critical enterprise applications like SAP.
Commonwealth Bank of Australia's Private Cloud ImplementationVishal Sharma
The document provides an overview of Commonwealth Bank of Australia's (CBA) private cloud initiatives, including Oracle as a Service (OaaS), On Demand Platform (ODP), and Enterprise Platform (EP). OaaS aims to consolidate over 300 Oracle database environments onto standardized platforms to reduce costs and improve management. ODP introduces infrastructure platforms as a service (iPaaS) delivered by multiple providers to provide flexibility. CBA sees significant cost savings through these initiatives while improving agility, availability, and time to market for new applications.
AVEVA World Conference NA - Tom Singer, Aker SolutionsVanessa Erickson
Aker Solutions has an ambitious digitalization agenda and a long technology development relationship with AVEVA. This presentation shares examples of how Aker Solutions solves complex business problems with many stakeholders in 3D, using innovative engineering automation and connecting data.
Use cases both from the field concept phase and from project execution are included, showing that data driven decisions result in a better business case throughout field life while reducing risk in project execution.
Data Center Storge Architecture comparison EMC VMAX vs HUAWEI 18000 seriesLachezar Georgiev
The document provides an overview of the HUAWEI OceanStor 18000 Series storage product. It highlights key features such as [1] full redundancy and disaster recovery capabilities to ensure continuity of critical services, [2] flexible scalability and top performance specifications, and [3] intelligent software solutions for efficient resource allocation and optimization. The document also reviews the product's technical specifications, architecture, and how it addresses various application scenarios through solutions like SmartTier, SmartMotion, SmartQoS, and SmartPartition.
Stay up-to-date on the latest news, events and resources for the OpenACC community. This month’s highlights covers pseudo random number generation, the first-ever MONAI Bootcamp, upcoming GPU Hackathons and Bootcamps, and new resources!
Citec - Engineering and Consultant Services In IndiaCitecIndia
Citec Group Oy Ab is an engineering consulting firm established in 2004 with 475+ experts across offices in India. They provide multi-discipline engineering services including plant engineering, product engineering, and technical documentation. Their resources include modern offices, video conferencing, Skype, and document management systems. They serve sectors such as energy, process industry, oil and gas, vehicles and equipment, and civil industries. Citec offers cost-effective engineering solutions focused on efficiency, quality, and on-time delivery.
The existence of countless proprietary file formats and the exchange of 3D CAD data has been a significant problem since the beginning of 3D CAD modeling. CAD applications and methods using digital data are constantly changing, which predicates the need for a solution to share validated and accurately translated data, thus the birth of STEP242
This presentation discusses the creation of a template design for Oil Extraction in Alberta using the Steam Assisted Gravity Drain process. It starts from a number of incremental designs across dissimilar systems, a broad vision, the decision to use AVEVA technology and deployment of the design tools. During this period the 3D platform moved from AVEVA PDMS to AVEVA E3D, requiring an appropriate adjustment. It also touches on the future growth.
Presented by: Simon Spurrier—Amec Foster Wheeler
Discover how AVEVA can transform your business today
www.aveva.com
Pivotal has setup and operationalized 1000 node Hadoop cluster called the Analytics Workbench. It takes special setup and skills to manage such a large deployment. This session shares how we set it up and how you will manage it.
Stay up-to-date on the latest news, events and resources for the OpenACC community. This month’s highlights covers highlights from the OpenACC Annual Meeting, SC19, recent GPU Hackathons and more!
Ludan Engineering, an engineering contractor based in Israel, successfully created process deliverables for a waste water treatment plant project in Russia in a very tight time schedule by using CADWorx P&ID Professional. The software allowed for easy customization of document standards and incorporation of input from multiple partners. It also enabled bi-directional linking of drawings and databases for automatic updates. This resulted in time savings of up to 90% compared to conventional documentation methods. Ludan Engineering has now used CADWorx P&ID in nine projects and plans to expand its use.
This document provides an overview of IBM's reference architecture for deep learning clusters. It discusses the hardware and software components, including POWER-based servers with NVIDIA GPUs connected by Mellanox InfiniBand switches. It describes the storage architecture using IBM Spectrum Scale for a shared filesystem. The software stack is based on Red Hat Enterprise Linux, CUDA, Nvidia-Docker, IBM PowerAI, and container orchestration with either Kubernetes or IBM Spectrum LSF. Operational models and workflows are shown to support experimentation, scaling, and production phases of deep learning.
Delivering Agile Data Science on Openshift - Red Hat Summit 2019John Archer
Audrey Reznik, Data Scientist from ExxonMobil and John Archer, Red Hat Solution Architect present on how to use Openshift to enable and create value to data science teams and improve their agility and improve collaboration for larger organizations.
OpenACC April Monthly Highlights are full of the latest OpenACC news, events, resources and more. Learn about upcoming events, including ISC, and explore GTC recorded sessions covering a variety of OpenACC topics.
Presentazione IBM Power System Evento Venaria 14 ottobrePRAGMA PROGETTI
The document discusses IBM's POWER8 processor and Linux on Power platform. It provides an overview of the OpenPOWER Consortium which aims to drive innovation through an open development model. Key highlights of POWER8 include 12 cores per socket, improved caches and memory bandwidth. Linux is highlighted as a growing enterprise workload with over 90% of supercomputers using it. Linux on Power is positioned as a strategic platform for new workloads like big data and analytics by combining Linux with the performance of POWER8.
In this presentation, Bill Mannel from SGI provides an overview of the company's HPC solutions with Intel Xeon E5-2600v2 Processors.
"SGI today announced support for Intel's newest Xeon processor E5-2600 v2 product family. This new microprocessor provides a 37 percent increase in peak performance per rack of its ICE X supercomputer as well as new performance records for its Rackable line of servers. Now harnessing the newest Intel Xeon processor E5-2600 v2 product family, SGI ICE X, Rackable and Modular InfiniteStorage products allow customers to run more jobs in the same footprint as previous generations, enabling scientific innovation and bringing new products to market more quickly. Customers can now take advantage of up to 50 percent more cores per socket, increased processing speeds and improved energy consumption."
Learn more: http://www.sgi.com/company_info/newsroom/press_releases/2013/september/intel.html
Watch the presentation video: http://wp.me/p3RLHQ-alu
"Bull has emerged as a significant provider of midrange to supercomputing scale HPC systems, building a base first in its native France before expanding in Europe, Latin America, and Asia. Leveraging its own in-house expertise in R&D, Bull has unveiled a full range of HPC products."
Rishabh Engineering, for the field engineering and 3D modeling for 105MW Tarakhil Power Plant In Kabul, Afghanistan using Intergraph CADWorx® Plant and CADWorx P&ID, received the CADWorx Drivers of Success award for the year 2016.
The document provides highlights from OpenACC in February 2021, including:
- What OpenACC is and how it provides directives-based programming for parallel computing on CPUs and GPUs.
- Wide adoption of OpenACC across key HPC codes like ANSYS Fluent and momentum for its performance and portability.
- Upcoming events in 2021 focused on GPU programming and OpenACC, including hackathons and conferences.
Stay up-to-date on the latest news, events and resources for the OpenACC community. This month’s highlights covers the upcoming OpenACC Summit, a complete schedule of upcoming events, using OpenACC to optimize structural analysis, new resources and more!
The OpenPOWER Foundation is working to develop an open ecosystem around IBM's POWER architecture. It has grown significantly since its founding in 2013, now with over 130 members collaborating on workgroups and solutions. OpenPOWER aims to fuel innovation through open source contributions and an open development model for both software and hardware. Several new server offerings and collaborative projects were announced, demonstrating progress towards an open alternative to other proprietary architectures.
Application Report: Virtualizing Tier-1 Workloads using FC SANsIT Brand Pulse
HD Supply operates 630 locations distributing building materials and tools. It supports critical business operations through two large data centers running SAP and eCommerce applications on over 1,000 virtual machines. Database sizes had doubled in the last 18 months. To improve performance and efficiency with this growth, HD Supply virtualized their tier-1 workloads using VMware and upgraded storage, networking, and servers with SSD, 10GbE, and high-performance adapters. This allowed for increased automation, faster response to business needs, and a more lean cost structure while supporting continued database expansion.
En rh - cito - research-why-you-should-put-red-hat-under-your-sap-systems whi...CMR WORLD TECH
Red Hat Enterprise Linux has become the default choice for running SAP applications due to several key factors:
1) Linux and open source software have conquered the enterprise by providing cost savings, high performance, and reliability compared to proprietary Unix systems that SAP was traditionally run on.
2) SAP applications are designed for a distributed architecture which Linux and commodity servers provide through horizontal scaling, allowing for faster performance and lower costs.
3) SAP and Red Hat have a close partnership where Red Hat provides long-term stability and support that meets the needs of mission critical enterprise applications like SAP.
Commonwealth Bank of Australia's Private Cloud ImplementationVishal Sharma
The document provides an overview of Commonwealth Bank of Australia's (CBA) private cloud initiatives, including Oracle as a Service (OaaS), On Demand Platform (ODP), and Enterprise Platform (EP). OaaS aims to consolidate over 300 Oracle database environments onto standardized platforms to reduce costs and improve management. ODP introduces infrastructure platforms as a service (iPaaS) delivered by multiple providers to provide flexibility. CBA sees significant cost savings through these initiatives while improving agility, availability, and time to market for new applications.
AVEVA World Conference NA - Tom Singer, Aker SolutionsVanessa Erickson
Aker Solutions has an ambitious digitalization agenda and a long technology development relationship with AVEVA. This presentation shares examples of how Aker Solutions solves complex business problems with many stakeholders in 3D, using innovative engineering automation and connecting data.
Use cases both from the field concept phase and from project execution are included, showing that data driven decisions result in a better business case throughout field life while reducing risk in project execution.
Data Center Storge Architecture comparison EMC VMAX vs HUAWEI 18000 seriesLachezar Georgiev
The document provides an overview of the HUAWEI OceanStor 18000 Series storage product. It highlights key features such as [1] full redundancy and disaster recovery capabilities to ensure continuity of critical services, [2] flexible scalability and top performance specifications, and [3] intelligent software solutions for efficient resource allocation and optimization. The document also reviews the product's technical specifications, architecture, and how it addresses various application scenarios through solutions like SmartTier, SmartMotion, SmartQoS, and SmartPartition.
Stay up-to-date on the latest news, events and resources for the OpenACC community. This month’s highlights covers pseudo random number generation, the first-ever MONAI Bootcamp, upcoming GPU Hackathons and Bootcamps, and new resources!
Citec - Engineering and Consultant Services In IndiaCitecIndia
Citec Group Oy Ab is an engineering consulting firm established in 2004 with 475+ experts across offices in India. They provide multi-discipline engineering services including plant engineering, product engineering, and technical documentation. Their resources include modern offices, video conferencing, Skype, and document management systems. They serve sectors such as energy, process industry, oil and gas, vehicles and equipment, and civil industries. Citec offers cost-effective engineering solutions focused on efficiency, quality, and on-time delivery.
The existence of countless proprietary file formats and the exchange of 3D CAD data has been a significant problem since the beginning of 3D CAD modeling. CAD applications and methods using digital data are constantly changing, which predicates the need for a solution to share validated and accurately translated data, thus the birth of STEP242
This presentation discusses the creation of a template design for Oil Extraction in Alberta using the Steam Assisted Gravity Drain process. It starts from a number of incremental designs across dissimilar systems, a broad vision, the decision to use AVEVA technology and deployment of the design tools. During this period the 3D platform moved from AVEVA PDMS to AVEVA E3D, requiring an appropriate adjustment. It also touches on the future growth.
Presented by: Simon Spurrier—Amec Foster Wheeler
Discover how AVEVA can transform your business today
www.aveva.com
Pivotal has setup and operationalized 1000 node Hadoop cluster called the Analytics Workbench. It takes special setup and skills to manage such a large deployment. This session shares how we set it up and how you will manage it.
Stay up-to-date on the latest news, events and resources for the OpenACC community. This month’s highlights covers highlights from the OpenACC Annual Meeting, SC19, recent GPU Hackathons and more!
Ludan Engineering, an engineering contractor based in Israel, successfully created process deliverables for a waste water treatment plant project in Russia in a very tight time schedule by using CADWorx P&ID Professional. The software allowed for easy customization of document standards and incorporation of input from multiple partners. It also enabled bi-directional linking of drawings and databases for automatic updates. This resulted in time savings of up to 90% compared to conventional documentation methods. Ludan Engineering has now used CADWorx P&ID in nine projects and plans to expand its use.
This document provides an overview of IBM's reference architecture for deep learning clusters. It discusses the hardware and software components, including POWER-based servers with NVIDIA GPUs connected by Mellanox InfiniBand switches. It describes the storage architecture using IBM Spectrum Scale for a shared filesystem. The software stack is based on Red Hat Enterprise Linux, CUDA, Nvidia-Docker, IBM PowerAI, and container orchestration with either Kubernetes or IBM Spectrum LSF. Operational models and workflows are shown to support experimentation, scaling, and production phases of deep learning.
Delivering Agile Data Science on Openshift - Red Hat Summit 2019John Archer
Audrey Reznik, Data Scientist from ExxonMobil and John Archer, Red Hat Solution Architect present on how to use Openshift to enable and create value to data science teams and improve their agility and improve collaboration for larger organizations.
OpenACC April Monthly Highlights are full of the latest OpenACC news, events, resources and more. Learn about upcoming events, including ISC, and explore GTC recorded sessions covering a variety of OpenACC topics.
Presentazione IBM Power System Evento Venaria 14 ottobrePRAGMA PROGETTI
The document discusses IBM's POWER8 processor and Linux on Power platform. It provides an overview of the OpenPOWER Consortium which aims to drive innovation through an open development model. Key highlights of POWER8 include 12 cores per socket, improved caches and memory bandwidth. Linux is highlighted as a growing enterprise workload with over 90% of supercomputers using it. Linux on Power is positioned as a strategic platform for new workloads like big data and analytics by combining Linux with the performance of POWER8.
In this presentation, Bill Mannel from SGI provides an overview of the company's HPC solutions with Intel Xeon E5-2600v2 Processors.
"SGI today announced support for Intel's newest Xeon processor E5-2600 v2 product family. This new microprocessor provides a 37 percent increase in peak performance per rack of its ICE X supercomputer as well as new performance records for its Rackable line of servers. Now harnessing the newest Intel Xeon processor E5-2600 v2 product family, SGI ICE X, Rackable and Modular InfiniteStorage products allow customers to run more jobs in the same footprint as previous generations, enabling scientific innovation and bringing new products to market more quickly. Customers can now take advantage of up to 50 percent more cores per socket, increased processing speeds and improved energy consumption."
Learn more: http://www.sgi.com/company_info/newsroom/press_releases/2013/september/intel.html
Watch the presentation video: http://wp.me/p3RLHQ-alu
"Bull has emerged as a significant provider of midrange to supercomputing scale HPC systems, building a base first in its native France before expanding in Europe, Latin America, and Asia. Leveraging its own in-house expertise in R&D, Bull has unveiled a full range of HPC products."
In this slidecast, Bill Mannel from SGI presents an update on the company's innovative HPC solutions.
Learn more at: http://sgi.com
Watch the presentation video: http://insidehpc.com/2013/07/01/slidecast-sgi-product-update-for-june-2013/
SGI InfiniteStorage Gateway is a purpose built appliance for enterprise data centers struggling with high costs and difficulties resulting from exponential data growth.
SGI InfiniteStorage Gateway reduces the dependency on high-cost primary storage by creating a virtualized storage fabric that can include any mixture of disk, tape, Zero-Watt Disk or MAID, and object storage. While appearing to users and applications simply as online data, SGI InfiniteStorage Gateway offers IT administrators the ability to keep data protected and online at a fraction of the cost of primary storage systems.
The system automatically places data on any or all storage devices and locations based upon what works best for the access requirements and data protection policies.
By seamlessly connecting to existing heterogeneous storage environments, SGI InfiniteStorage Gateway provides a way for users to see and access all the data all the time, no matter what might be happening to the storage infrastructure in the background. Because the storage infrastructure is virtualized, as requirements change, the type of storage deployed can also evolve, with no interruption to users.
SGI InfiniteStorage Gateway includes up to 276TB of onboard capacity in a single 4U appliance. As that local capacity begins to fill, data is virtualized with any of multiple different storage choices to enable the entire storage fabric to scale to massive proportions.
SGI InfiniteStorage Gateway bundles into an easy-to-deploy appliance SGI® DMF™ technology, the tiered virtualization software SGI has deployed in hundreds of customers worldwide in some of the industry’s most demanding data management environments.
Learn more at: http://insidehpc.com/?p=36612
This document summarizes a presentation by IDC on big data and high performance data analysis (HPDA). It defines HPDA as combining data-intensive simulation and analytics tasks that require high-performance computing resources. The document outlines several major use cases for HPDA, including fraud detection, health care, and customer analytics. It also profiles specific examples like PayPal's use of HPC for fraud detection and GEICO's pre-calculation of insurance quotes. The document forecasts rapid growth in the HPDA market and notes that new technologies will be required to handle different types of workloads like graph analysis.
This document provides information about SGI's HPC customers and systems. It summarizes installations including a 1.009 PFlop system at NASA, a 339 TFlop system in Germany, and a 155.7 TFlop system in Norway. It also outlines SGI's key markets like HPC, cloud storage, big data, and commercial scientific applications. In summary, SGI is a leader in technical computing supporting mission critical applications through large-scale systems for research, industry, and government.
SSIP Award Talk - Distinguished Recognition
June 14, 2023
https://issip.org/issip-2023-excellence-in-service-innovation-awards/
Innovation: Helping you turn your sustainability strategy into action
Summary: IBM LinuxONE Emperor 4 was designed, developed, and manufactured for end-to-end sustainability, all without compromising security, performance, or response time. Optimized to scale capacity up to 20 billion web transactions per day while reducing energy consumption and the physical and CO2 footprints.
Organization: IBM (@IBM)
Speaker: Nada Santiago (LI) (DC)
https://www.linkedin.com/in/nada-santiago/
YouTube: https://youtu.be/UZ62AyZbSC4
Ibm symp14 referentin_barbara koch_power_8 launch bkIBM Switzerland
The document discusses IBM's Power Systems and how they are designed for big data and analytics workloads. Some key points:
- Power8 processors deliver 82x faster insights for business intelligence and analytics workloads compared to x86 servers.
- Power Systems create an open ecosystem for innovation through the OpenPOWER Foundation and enable industry partners to build servers optimized for the Power architecture.
- Power Systems foster open innovation for cloud applications by allowing over 95% of Linux applications written in common languages to run with no code changes.
- Power Systems are optimized for big data and analytics through features like high core counts, large memory and cache sizes, and high bandwidth I/O.
SGI: Meeting Manufacturing's Need for Production Supercomputinginside-BigData.com
The document discusses how manufacturing companies are facing challenges related to increasing engineering productivity, reducing product development time, and efficiently using expensive simulation software licenses. It describes how SGI solutions like their Scale-up and Scale-out computing platforms and workload scheduling tools help address these challenges by enabling high performance computing across geographically distributed engineering facilities. As an example, SGI and ANSYS set a new record by running an ANSYS Fluent simulation on over 145,000 CPU cores, significantly reducing the simulation time.
The document describes IBM's Data Engine for NoSQL solution for Power Systems. It leverages CAPI to attach flash memory to POWER8 processors, providing up to 57TB of flash as an alternative to expensive DRAM for NoSQL implementations like Redis. This reduces costs while providing sufficient performance for most applications. The solution includes software that provides APIs for applications to access the flash similarly to main memory.
StorPool Storage Оverview and Integration with CloudStackShapeBlue
StorPool is a leading software provider that develops the most reliable and speedy storage platform on the market. The software comes as an utterly hands-off solution – StorPool’s team architects, deploys, tunes, monitors, and maintains the system. The software has a native plug-in for CloudStack, and it is the ideal solution for companies that aim to optimize and grow their business, eliminate data storage issues, or secure fast and reliable access to data to achieve their business goals. In this talk, you’ll find out more about StorPool’s functionality, architecture, and use cases. You’ll also learn about the new features of the product and its deeper integration into CloudStack.
Slavka Peleva is a software developer at StorPool Storage and has been a passionate CloudStack Commiter since 2021. She is part of the CloudStack community and is excited to work on new features and capabilities to improve the open-source cloud management solution. At StorPool Slavka is responsible for the product integration with Cloudstack and is working on its native implementation in the technology. With her dedication and efforts in creating the StorPool’s plugin for CloudStack, companies can build reliable and speedy storage that is powered by the two technologies.
Venko Moyankov is the Solutions Lead at StorPool Storage, a fully managed data storage solution that transforms commodity hardware into a shared, powerful, highly available, and reliable storage system. He has experience with managing large virtualizations, working in telcos, designing and supporting the infrastructure of large enterprises. In the last year his focus has been in helping companies globally to build the best storage solution according to their needs and projects.
Alex Ivanov is the Product Lead at StorPool Storage and is responsible for the product strategy and tactics at the company. He has experience in the storage market and a deep understanding of the needs and priorities of businesses managing large-scale clouds to run diverse, mission-critical workloads. At StorPool, he works closely with the team to evolve the StorPool primary storage platform and expand its capabilities and usefulness for various use cases. His goal - ensure StorPool cost-effectively delivers above and beyond what is possible with other primary storage products to help customers achieve their commercial and technical goals.
-----------------------------------------
CloudStack Collaboration Conference 2022 took place on 14th-16th November in Sofia, Bulgaria and virtually. The day saw a hybrid get-together of the global CloudStack community hosting 370 attendees. The event hosted 43 sessions from leading CloudStack experts, users and skilful engineers from the open-source world, which included: technical talks, user stories, new features and integrations presentations and more.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Interventions for scientific and enterprise applications based on high perfor...eSAT Journals
Abstract High performance computing refers to the practice of aggregating computing power in a way that delivers much higher performance than one could get out of a typical desktop computer in order to solve large problems in science, engineering or business. While cloud computing is a model for enabling convenient, on-demand network access to a shared pool of configurable computing resources (e.g., networks, servers, storage, applications, and services) that can be rapidly provisioned and released with minimal management effort or service provider interaction. The scope of HPC is scientific research and engineering as well as the design of enterprise applications. As enterprise applications are data centric, user friendly, complex, scalable and often require software packages, decision support systems, warehouse while scientific applications have need of the availability of a huge number of computers for executing large scale experiments. These needs can be addressed by using high-performance and cloud computing. The goal of HPC is to reduce execution time and accommodate larger and more complicated problems. While cloud computing provides scientists with a completely new model of utilizing the computing infrastructure, computing resources, storage resources, as well as applications can be dynamically provisioned on a pay per use basis. These resources can be released when they are no more needed. This paper focuses on enabling and scaling computing systems to support the execution of scientific and business applications. Keywords: Scientific computing, enterprise applications, cloud computing, high performance computing
One of the world's largest automakers, General Motors, implemented a new Plant Floor Controls Network (PFCN) solution across more than 150 manufacturing plants globally based on Cisco technologies. The standardized network architecture replaced aging legacy networks, reducing network downtime by 75% and staffing needs for network engineering and operations. General Motors projects the PFCN solution will generate a 166% return on investment over five years through operational efficiencies and estimated cost savings totaling over $173 million.
byteLAKE's CFD Suite (AI-accelerated CFD) - AI Training at the Edge (benchmark)byteLAKE
byteLAKE's CFD Suite (AI-accelerated CFD) - AI Training at the Edge (benchmark).
This report summarizes byteLAKE’s benchmark results of the recommended hardware platform for byteLAKE’s CFD Suite’s AI training at the Edge. Key takeaways are at the end of the report.
About the product:
• CFD Suite: AI-accelerated Computational Fluid Dynamics. In the chemical industry, it reduces mixing simulation time from hours to minutes.
Related blog posts:
1. https://becominghuman.ai/bytelakes-cfd-suite-ai-accelerated-cfd-recommended-hardware-for-ai-training-part-1-3-a6c72130b1b7
2. https://marcrojek.medium.com/bytelakes-cfd-suite-ai-accelerated-cfd-recommended-hardware-for-ai-training-at-the-edge-part-574f4663338e
3. https://marcrojek.medium.com/bytelakes-cfd-suite-ai-accelerated-cfd-recommended-hardware-for-ai-training-at-the-edge-3-3-1a5abbba552c
More: https://www.byteLAKE.com/en/CFDSuite and https://www.byteLAKE.com/en/AI4CFD-toc (blog post series).
byteLAKE
Artificial Intelligence for Industries. AI Products for Manufacturing, Automotive, Restaurants, Paper, and Chemical Industries.
About byteLAKE
We are a software company, focused on building Artificial Intelligence products for various industries. byteLAKE's CFD Suite leverages AI to reduce CFD (Computational Fluid Dynamics) chemical mixing simulations’ time from hours to minutes. byteLAKE's Cognitive Services offers a collection of pre-trained AI models for Industry 4.0 and Restaurants. In manufacturing, these are used to visually inspect processes, parts, components, or products. In automotive, Cognitive Services leverages microphones to assess the quality of car engines. In the paper industry, Cognitive Services leverages cameras to monitor the papermaking process and detect, measure, and analyze the wet line. In restaurants, Cognitive Services typically acts as an add-on software that recognizes meals and sends a list of these to the cashier's machine, ultimately reducing lines and the overall waiting time. The company also offers custom AI software development for real-time analytics of images, videos, sounds, and time-series data. To learn more about byteLAKE’s innovations, go to www.byteLAKE.com.
Applying Cloud Techniques to Address Complexity in HPC System Integrationsinside-BigData.com
In this video from the HPC User Forum at Argonne, Arno Kolster from Providentia Worldwide presents: Applying Cloud Techniques to Address Complexity in HPC System Integrations.
"The Oak Ridge Leadership Computing Facility (OLCF) and technology consulting company Providentia Worldwide recently collaborated to develop an intelligence system that combines real-time updates from the IBM AC922 Summit supercomputer with local weather and operational data from its adjacent cooling plant, with the goal of optimizing Summit’s energy efficiency. The OLCF proposed the idea and provided facility data, and Providentia developed a scalable platform to integrate and analyze the data."
Watch the video: https://wp.me/p3RLHQ-kOg
Learn more: http://www.providentiaworldwide.com/
and
http://hpcuserforum.com
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
Stay up-to-date on the latest news, events and resources for the OpenACC community. This month’s highlights covers the Organization's newly elected president, an updated OpenACC 3.1 specification, upcoming 2021 GPU Hackathons, new resources and more!
1) IBM PureSystems provides pre-integrated and pre-configured systems to help clients close the gap between business innovation and IT capabilities.
2) It offers a continuum of value from flexible building blocks to fully integrated systems. This provides clients with simplicity, rapid deployment, agility and elasticity.
3) The document discusses how IBM PureSystems can help clients optimize workloads across Mainframe and PureSystems environments through fast provisioning, standardization, reduced maintenance costs and clear deployment strategies.
The speed and productivity benefits of high-performance cloud computing are well documented. For numerically large engineering simulations, a flexible cloud environment typically delivers faster run times, allowing engineers to solve complex problems quickly ― and launch products more rapidly. The world's leading product development teams are already leveraging high-performance computing (HPC) resources, yet many of them remain uncertain about the costs of replacing on-premises hardware and software with cloud hosting.
To clear up the confusion and demonstrate that the cloud delivers a total cost of ownership that is lower than on-premises computing, Ansys has published “A Break in the Clouds: The Cost Benefits of Ansys Cloud.” The white paper illustrates how Ansys Cloud delivers all the speed and efficiency that customers expect from HPC in the cloud ― along with Ansys’ software ― at a cost lower than an on-premises approach.
The document discusses Cisco's Hadoop as a service offering on their Intercloud platform. Some key points:
- Cisco provides managed Hadoop, including Cloudera's distribution, on optimized instances with local storage and object storage. This offers a scalable, reliable, and secure environment for Hadoop workloads.
- Use cases discussed include predictive maintenance using IoT data and analyzing customer journeys across multiple channels.
- A pilot test showed Cisco's platform could process over 100 million records from production data across various Hadoop jobs.
- Cisco also discusses their data virtualization product CiscoDV, which can integrate data across on-premises, cloud sources on Cisco and AWS.
-
Red Hat Summit 2015: Red Hat Storage Breakfast sessionRed_Hat_Storage
See the presentation shared during a special breakfast session during Red Hat Summit 2015. Learn about our mission, what areas and communities are seeing strong growth, and much more.
OpenACC and Open Hackathons Monthly Highlights: September 2022.pptxOpenACC
Stay up-to-date on the latest news, research and resources. This month's edition covers the Princeton GPU Hackathon, OpenACC at SC22, updates from GNU Tools Cauldron, the upcoming UK DPU Hackathon, relevant research and more!
IBM InterConnect 2013 Expert Integrated Systems Keynote: Sotiropoulos & WieckIBM Events
This document discusses how IBM's PureSystems family of expert integrated systems can simplify and accelerate cloud deployments and big data analytics. PureSystems appliances integrate hardware and software to automate tasks and reduce the time and effort spent on IT projects. They allow clients to improve IT efficiency by simplifying the lifecycle, accelerate applications and analytics, and simplify cloud platforms. The document provides examples of clients cutting time to provision environments by 30% and reducing management time across the lifecycle by up to 75% when using PureSystems.
This document provides a summary of the Gartner Cool Vendors in In-Memory Computing Technologies report from 2014. It identifies four vendors as cool vendors: Diablo Technologies, GridGain, MemSQL, and Relex. For each vendor, it provides a brief overview of the company and technology, as well as challenges they may face. It recommends IT leaders consider these vendors' in-memory computing solutions for opportunities like hybrid transaction/analytical processing, big data analytics, and supply chain planning. The report evaluates these vendors' innovations in in-memory technologies and how they can help organizations leverage digital business opportunities through improved agility and fast data processing.
Similar to SGI HPC Systems Help Fuel Manufacturing Rebirth 2015 (20)
2. W H I T E P A P E R
SGI®
HPC Systems Help Fuel Manufacturing Rebirth
T A B L E O F C O N T E N T S
1.0 Introduction 1
2.0 Ongoing Challenges 1
3.0 Meeting the Challenge 2
4.0 SGI Solution Environment and CAE Applications 2
4.1 HPC Resource and Workload Scheduling 2
4.2 CAE Application Web Portal 2
4.3 Remote Visualization 2
4.4 HPC Computing and Storage Capabilities 3
5.0 SGI®
UV™
3
6.0 SGI Rackable®
or SGI®
ICE™
X 3
7.0 SGI®
InfiniteStorage™
5600 3
8.0 Case Study Summary – SL-Rasch 4
9.0 Case Study Summary – Škoda 5
10.0 Made for Manufacturing 5
3. SGI®
HPC Systems Help Fuel Manufacturing Rebirth 1
W H I T E P A P E R
1.0 Introduction
After a long dry spell triggered in part by the global downturn in the economy, manufacturing is
enjoying an economic and technological resurgence.
According to the Institute of Supply Management1
(ISM), American manufacturing continues to
improve. The ISM recently reported that manufacturing activity expanded in September 2014 for
the 16th consecutive month, and that the overall national economy grew for the 64th consecutive
month.
Part of this growth is being fueled by the adoption of computer aided engineering (CAE) and
analysis solutions powered by high performance computing (HPC)—especially by the Tier One
manufacturers. HPC is beginning to make some inroads into the ranks of the small to medium
sized manufacturers (SMMs), but the going is slow.
2.0 Ongoing Challenges
Despite manufacturing’s comeback, the industry is still facing some daunting challenges.
Among the many hurdles that manufacturers have to overcome on a daily basis are stringent
regulations imposed by federal, state and local governments dealing with product quality, safety
and performance. According to the National Association of Manufacturers2
(NAM), “Federal
regulation is estimated to cost more than $1 trillion annually, according to a report by the Small
Business Administration’s Office of Advocacy. The study found that United States manufacturing
comprised $162 billion of the $648 billion burden of environmental, economic, workplace and
tax-compliance regulation.”
NAM points out that dollars spent by manufacturers on regulatory compliance with cumbersome
or duplicate regulations are dollars not spent on capital equipment or hiring new employees.
Another major consideration for today’s manufacturers is to respond to the pressure to reduce
costs. This, in turn, is driving the need to reduce expensive physical prototyping through the use
of modeling and simulation earlier in the design process.
Intense competition on a global basis requires manufacturers to speed their time-to-market,
which can only be accomplished by a more efficient IT infrastructure and a major boost in end
user productivity.
Competitive advantage can also be gained by using HPC and CAE to address the complex
physics inherent in the design of today’s sophisticated products.
Meeting these challenges is far from easy. For example, computing larger models to generate
more detailed simulations of both the product and the processes used on the factory floor, can
take days, even weeks, to run on typical workstations or HPC cluster. And CAE workstations,
the solution of choice for most small- to medium-sized manufacturers, are expensive and require
costly and complex software licenses from the various ISVs.
1
http://www.ism.ws/ISMReport/MfgROB.cfm?navItemNumber=12942
2
http://www.nam.org/Issues/Legal-and-Regulatory/Manufacturing-Regulation.aspx
4. SGI®
HPC Systems Help Fuel Manufacturing Rebirth 2
W H I T E P A P E R
Because of the large datasets involved, sharing data among engineers is difficult. Also, as the
computational capabilities of these users grow with access to ever more powerful workstations
and software, the IT department is hard pressed to keep up with their demands. The fact is, in
the world of manufacturing, HPC usually is not a core IT competency; the hiring and retention of
experts in such disciplines as CFD and FEA modeling, simulation and analyses, is not a line item
on most small- to medium-sized manufacturer’s budgets.
3.0 Meeting the Challenge
In an ideal world, a CAE system that can address these challenges would not be a box of
components and wires dropped off by the vendor that turns into a six month science project.
Instead, the ideal system in an ideal world would be:
• Flexibly architected
• Resilient
• High performance
• Cost-effective
• Easy to deploy
• Easy to administer
With these goals in mind, SGI has created a solution that simplifies high performance computing
for CAE. SGI has created an easy to deploy, unified platform that addresses a broad spectrum
of CAE applications and workloads. It allows you to leverage your investments by simplifying
integration with existing infrastructures and maximizing the efficiency of available licenses and
personnel. The system optimizes your productivity by providing faster data access to do real work
and increases the value of archived data.
4.0 SGI Solution Environment and CAE Applications
SGI’s solution environment includes a variety of capabilities for making the most of your CAE
applications. Included are:
4.1 HPC RESOuRCE And WORklOAd SCHEdulInG
Supports the management of large complex applications, dynamic and unpredictable workloads,
and optimizes limited computing resources. SGI offers several solutions:
• Altair Engineering PBS Professional – SGI’s preferred workload management tool for technical
computing scaling across SGI’s clusters and servers.
• Adaptive Computing Moab HPC Suite Basic Edition – Enables intelligent predictive scheduling
for workloads on scalable systems.
4.2 CAE APPlICAtIOn WEb PORtAl
• SGI offers NICE Software EnginFrame – Managed HPC and cloud environment and
customizable web application portal.
4.3 REMOtE VISuAlIzAtIOn
• SGI VizServer®
system with NICE Desktop Cloud Visualization™
(DCV) software is a
commercially supported hardware and software solution that delivers efficient and optimized
5. SGI®
HPC Systems Help Fuel Manufacturing Rebirth 3
W H I T E P A P E R
remote access to graphic-intensive, off-the-shelf 3D applications running on both Windows®
and Linux®
desktop environments, including major CAD and CAE visualization software.
key Features
ͳ Hardware and software solution for optimized remote 3D visualization
ͳ Full GPU acceleration for off-the-shelf OpenGL®
applications
ͳ GPU sharing across multiple users
ͳ Collaborative session sharing of remote 3D data
4.4 HPC COMPutInG And StORAGE CAPAbIlItIES
SGI also provides all the HPC computing and storage capabilities required to handle typical
CAE workflows such as:
• CAD model creation
• Mesh generation
• Model decomposition
• Running solvers
• Viewing results
• Adjustment and repeat
5.0 SGI®
uV™
A powerful HPC system that minimized time to solution, the SGI UV provides ultimate flexibility
for running both shared memory and distributed memory applications in one system using a single
OS instance. Typical analysis types handled by a UV system include: bandwidth performance;
large dynamics with Lanczos-Modal NVH; transient CFD; electromagnetics and multiphysics
workloads.
6.0 SGI Rackable®
or SGI®
ICE™
X
SGI Rackable and SGI ICE X HPC clusters are a cost-effective solution and performance leader
for most solver runs. Just a few of the analysis types that these systems are designed to handle
include: general purpose CSM-Statics; direct frequency response; crash/impact analysis; and
steady state CFD, as well as some transient CFD.
7.0 SGI®
InfiniteStorage™
5600
SGI’s storage solution provides fast, scalable, and reliable storage for all CAE workloads. The
SGI InfiniteStorage 5600 allows users to store and utilize vast amounts of engineering data for
bandwidth-intensive applications and complex application processing. This is a high availability,
highly reliable ultra-dense system that is modular in design enabling it to scale to meet future
demand.
SGI also provides a wide range of storage software for creating and managing a variety
of essential environments and tasks such as: virtualization; archiving; information lifecycle
management; SAN file systems; and the management of digital assets.
6. SGI®
HPC Systems Help Fuel Manufacturing Rebirth 4
W H I T E P A P E R
8.0 Case Study Summary – Sl-Rasch
Sl-Rasch designs a better umbrella
SL-Rasch (Institute for Scientific Architecture) specializes
in buildings and lightweight structures that integrate
architecture and engineering. ESI®
PamCrash®
and
OpenFOAM are among the applications used to conduct
their computer simulations.
To better understand
the impact of various
wind conditions on very
large umbrella structures
under stress, the Institute
turned to SGI for a high
performance solution.
Significant computing power is required for, amongst other
tasks, long term wind simulation on highly flexible lightweight
structures through large scale models with high numerical
grid resolutions. To manage the huge quantities of different
types of data involved and the specialist applications
the company uses, SGI proposed a High Performance
Computing (HPC) facility with:
• 64-node SGI ICE 8400 System
• 108-node SGI ICE X System
• 48 core SGI UV100 System with 256 GB memory
• SGI InfiniteStorage 5000 Family
The SGI solution has
enabled SL-Rasch to
move beyond traditional,
standardized engineering
approaches that do not
fully address the issues
involved in designing and
producing large lightweight
structures. The company
now has:
• Increased modelling, simulation, animation and rendering
capability
• Reduced requirement for physical prototypes of large
umbrella simulations saving time and costs
• Enhanced safety margins on designs and quotations
• Reduced per node energy cost
• Faster project turnaround times
7. SGI®
HPC Systems Help Fuel Manufacturing Rebirth 5
W H I T E P A P E R
9.0 Case Study Summary – Škoda
10.0 Made for Manufacturing
SGI offers a highly flexible framework of scale-up and scale-out servers and storage products
ideally suited for CAE workloads from multiple disciplines. This includes the ability to maximize the
efficiency of HPC infrastructures for CAE by seamlessly integrating all the requisite components—
hardware, software and storage. In addition, the company has a long history of proven domain
knowledge and key CAE application expertise. All of these capabilities are supported by strong
ISV relationships and partner ecosystem.
SGI is delivering HPC productivity to manufacturers, both large and small, and, in the process,
contributing to the resurgence of the manufacturing sector in the U.S. and around the world.
Škoda Auto Augments its CAE
Systems with SGI Solutions
Škoda Auto, one of Europe’s best known car
companies, was in need of scalable, high
performance computing systems to perform
complex product performance and safety
analysis using applications such as ANSYS®
Fluent®
, ESI®
PamCrash®
and OpenFOAM®
.
The company chose SGI®
ICE™
X and SGI®
UV™
2000 systems to achieve higher resolutions
simulation and modeling, as well as substantially
speeding up workflows. The new systems
delivered in this and last year provided over 200
teraflops of processing power.
The head of Škoda’s Process & System
Integration-Product Process comments, “With
new SGI computing power, we will be able to
rapidly develop more innovative vehicles with
excellent value-to-power ratios.”