Tag Archives: AI

  • Deploying AI Frameworks on Secure HPC Systems with Containers

    The increasing interest in the usage of Artificial Intelligence techniques (AI) from the research community and industry to tackle “real world” problems, requires High Performance Computing (HPC) resources to efficiently compute and scale complex algorithms across thousands of nodes. Unfortunately, typical data scientists are not familiar with the unique requirements and characteristics of HPC environments….

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  • 3 Ways to Unlock the Power of HPC and AI

    In this sponsored post, Bill Mannel, VP & GM HPC & AI Solutions Segment at Hewlett Packard Enterprise, walks readers through three strategies to ensure HPC and AI success.  A growing number of commercial businesses are implementing HPC solutions to derive actionable business insights, to run higher performance applications and to gain a competitive advantage. In fact, according…

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  • Scientists Leverage HPC and AI to Wrangle the ‘Galaxy Zoo’

    For the last 12 years, the “Galaxy Zoo” has been working hard to improve our understanding of the cosmos. Despite its name, the Galaxy Zoo doesn’t house any aliens; it is, instead, a crowdsourced astronomy project that asks its users to classify the shapes of massive numbers of galaxies. Now, researchers from the National Center…

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  • New Twists in the Intertwining of HPC and AI

    The alliance between high performance computing and artificial intelligence is proving to be a fruitful one for researchers looking to accelerate scientific discovery in everything from climate prediction and genomics to particle physics and drug discovery. The impetus behind this is to use AI, and machine learning in particular, to augment the predictive capacity of…

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  • The Predictive Power of High-Performance Computing in Finance

    Due to the bigger parameter set of the second learner, when the algorithms encounter out-of-sample data that is dissimilar from training and validation sets, potential differences between the two learners can arise. By reverse logic, whenever we use a supervised learner with a parameter set that is not minimised for the task at hand, we are…

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  • Exascale Systems, AI and Cloud Use Boost Worldwide HPC Market Five-Year Forecast to $44 Billion (€39 Billion)

    FRANKFURT, Germany, June 18, 2019 – During Hyperion Research’s HPC market update session held here today in conjunction with the ISC19 conference, the industry analyst firm announced it has increased its five-year forecast to reach $44 billion (€39 billion) in 2023, compared with the prior forecast of $39 billion (€35 billion) for that year. In…

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