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Industries > Weather

Transforming Weather Forecasting With AI and HPC Capabilities

With advanced computing, get faster processing with more granular, more accurate data models when time is critical and every minute matters.

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Modeling Precision

Creating precise monitoring and prediction models outlining local hazardous weather and environmental impacts around the globe is out of reach without advanced computing.

Computing Capability

Complex forecasting that combines multi-layered global satellite observations of ocean, land, atmosphere, radar, and global weather data requires accelerated compute power.

Expertise Unleashed

Combine complex real-time data feeds of global observations with numerical modeling prediction technology with ease with AI and HPC infrastructure from Penguin Solutions.

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In Pursuit of AI

Weather Forecasting &
Climate Research AI Solutions

As your weather science AI & HPC partner, Penguin Solutions designs and deploys infrastructure resources to handle mission-critical, real-time global environmental prediction workloads.

  • With new satellites, aircraft, airborne radiosondes, ships, ocean-based buoys—even citizen-scientist run monitoring stations—a huge increase in relevant data sets is more readily available than ever before.

    In addition, researchers and scientists now also have a better understanding of fluid flow, physics, and chemistry changes. The result is higher fidelity algorithms and more accurate models. But, even that isn’t enough to ensure organizations achieve success without the compute power required to process the large quantity of data.

    Advanced computing with a proven AI infrastructure can help deliver predictive analysis when time is critical in providing forecasts to airlines, governments, agricultural, and insurance companies among many others, and resultant data with computing delays may have catastrophic effects.

  • Computing a climate model requires expert preparation of a complex series of processing jobs with simulations running over varying lengths of time. The data then has to be accurately overlaid upon the three-dimensional topography of the Earth.

    Global climate modeling and its interconnected data points from winds, temperatures, radiation, gas emission, cloud formation, land and sea-based ice, vegetation and many other elements result in an even greater level of complexity. In addition, your calculations often need to be compared against results from other groups, to understand why divergence occurred and whether modification is warranted.

    Moreover, weather centers need all the redundancies of a large data center. Climate research alone would not require this level of redundancy, but would require more robust storage subsystem capabilities for longer term storage of multiyear simulations. Penguin Solutions designs its systems with this in mind.

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    Customer Success

    Advanced Computing Driving Environmental Intelligence

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    Transforming Operational Environmental Predictions Around the Globe

    EarthCast Technologies produces the most advanced real-time global satellite-based environmental prediction system in the world providing high-resolution, global weather predictions for the aviation industry, agriculture, maritime, hydrology, and other industries.

    Operating within our on-demand HPC cloud infrastructure, EarthCast expanded from twice daily forecasts to timely 5-minute rapid fire forecasts while continuing to expand their modeling which now contains the full Earth system.

    With traditional HPC clusters for compute, high speed, low latency interconnects, and true on-demand pricing, they could begin offering their products to commercial clients and expand their overall market and, thus, their business as they constantly push the boundaries of environmental prediction at the global scale.

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    Optimized Platform for Weather Simulation and Predictive Modeling

    Weather Research and Forecasting (WRF) is a next-generation mesoscale numerical weather prediction system designed to serve both atmospheric research and operational forecasting needs. The model serves a wide range of meteorological applications across scales from tens of meters to thousands of kilometers.

    Researchers using our on-demand HPC cloud to run WRF will get all the benefits of cloud and quickly be able to access a powerful, bare metal HPC solution but also be able to get even greater speed on a cluster optimized for the application that is core to their success.

    “Penguin’s customer support approach is truly outstanding. Their innovation and the support needed to engineer, design, and test solutions for our customers has allowed us to expand our business into new sectors.”

    Greg Wilson
    |
    CEO
    EarthCast Technologies
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    Portfolio of AI and HPC Solutions
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    Rapid Deployment & Management of AI Infrastructure at Scale

    OriginAI® is an AI factory infrastructure solution built upon proven, pre-defined AI architectures that scale from hundreds to more than 16,000 GPU clusters. OriginAI integrates these validated technologies with Penguin’s intelligent, intuitive cluster management software and expert services.

    More About OriginAI®
    More About OriginAI®
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    Intelligent AI Infrastructure Cluster Management

    Simplify the deployment and management of AI clusters to quickly realize high productivity. Bare-metal hardware, network, and software resources are transformed into high-performance cluster environments, streamlining administration complexity, and optimizing resource availability.

    Discover ICE ClusterWare™ Software
    Discover ICE ClusterWare™ Software
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    Delivering NVIDIA DGX-Ready Managed Services

    Penguin Solutions has designed and deployed large NVIDIA DGX clusters, with high-speed NVIDIA InfiniBand networking and optimized storage. We have relationships and expertise with most storage vendors, allowing us to provide bespoke solutions for every customer.

    Explore GPU-Accelerated Servers
    Explore GPU-Accelerated Servers
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    Talk to the Experts at
    Penguin Solutions

    Reach out today and learn more how we can empower your pursuit of AI to analyze patterns and help predict extreme weather forecasting behaviors such as hurricanes and tornadoes.

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