HPC Meets AI and Creates New Grand Challenges

November 10, 2016 The intersection of HPC and AI is creating a vibrant new market: “High Performance Artificial Intelligence” (HPAI) that is fueling the growth of AI platforms and products. After decades of slow progress, HPC has given AI the boost it needed to be taken seriously. Enabled by supercomputing technologies, HPC techniques such as deep learning are transforming AI to make it practical for many new use cases. The necessary ingredients: Big data, generated by digitized processes, sensors, and instruments Massive computational power, often in the form of cloud computing, and Economically attractive use cases are coming together to create a new breed of “Thinking Machines” that can automate complex tasks and decision processes, augmenting or replacing mechanical and electrical machines and people. The intersection of HPC and AI…


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