Tag Archives: Big Data

  • Supercomputers and Machine Learning: A Perfect Match

    When considering complex or very large data sets, using the largest and most powerful computers in the world sounds ideal. High-performance computing is a perfect match for complex machine learning and big data models. These supercomputers can easily process billions of calculations, improving the capabilities of machine learning technologies. What Is High-Performance Computing and How…

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  • High Performance Computing: The Time is Now

    In today’s data-driven world, high performance computing (HPC) is emerging as the go-to platform for enterprises looking to gain deep insights into areas as diverse as genomics, computational chemistry, financial risk modelling and seismic imaging. Initially embraced by research scientists who needed to perform complex mathematical calculations, HPC is now gaining the attention of a…

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  • Designing Scalable HPC, Deep Learning, Big Data, and Cloud Middleware for Exascale Systems

    In this video from the UK HPC Conference, DK Panda from Ohio State University presents: Designing Scalable HPC, Deep Learning, Big Data, and Cloud Middleware for Exascale Systems. This talk will focus on challenges in designing HPC, Deep Learning, Big Data and HPC Cloud middleware for Exascale systems with millions of processors and accelerators. For the HPC…

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  • The Convergence of HPC and A.I.

    The convergence of HPC & A.I. is a hot topic right now, and for good reasons. In practice, there is a symbiotic relationship between (for example) HPC simulations and machine learning. HPC simulations generate tons of data, and as luck would have it, machine learning requires tons of data to train models. If we turn…

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  • Using Converged HPC Clusters to Combine HPC, AI, and HPDA Workloads

    Forward-looking organizations are expanding their definitions of high-performance computing (HPC) to include workloads such as artificial intelligence (AI) and high-performance data analytics (HPDA) in addition to traditional HPC simulation and modeling workloads. The challenge is to run each of these individually important workloads efficiently in the data center, without wasting resources and incurring significant CAPEX…

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  • The Three HPC Trends to Watch Out For!

    CIO Applications outline the three HPC Trends to watch for when making the move to HPC: Democratizing HPC: taking HPC to the public cloud with HPC Cloud providers like Amazon Web Services and Microsoft Azure. Data Collection and Insights: Data collection is easier than ever, thanks to “WiFi and mobile devices,” writes CIO Applications. Refining…

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