Tag Archives: ML

  • 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…

    Read Article
  • The Eco-System of AI and How to Use It

    In this video from the 2019 UK HPC Conference, Glyn Bowden from HPE presents: The Eco-System of AI and How to Use It. This presentation walks through HPE’s current view on AI applications, where it is driving outcomes and innovation, and where the challenges lay. We look at the eco-system that sits around an AI project and…

    Read Article
  • Hybrid Approach Emerges for AI Workloads

    The discussion surrounding enterprise adoption of AI technologies is shifting from if to when, and what mix of IT infrastructure will be required to deploy and scale machine learning and other workloads. HPC vendors that have been making inroads in the enterprise market view AI as another opportunity. Among them is supercomputer leader Cray Inc….

    Read Article
  • Running AI and HPC Workloads Together on Existing Infrastructure Enhances Return on System Investments

    Because HPC technologies today offer substantially more power and speed than their legacy predecessors, enterprises and research institutions benefit from combining AI and HPC workloads on a single system. This approach increases the cost-efficiency of existing infrastructure investments by accelerating breakthrough scientific discoveries, shortening the time needed to bring new products to market, and offering…

    Read Article
  • 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…

    Read Article