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Artificial Intelligence and High Performance Computing in the Cloud

Research and Application Challenges

Abdellah Touhafi (Hrsg.), Dhabaleswar K. Panda (Hrsg.), Claude Tadonki (Hrsg.), Mohammed Essaaidi (Hrsg.), Mostapha Zbakh (Hrsg.)

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ca. 181,89
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Springer Nature Switzerland img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Allgemeines, Lexika

Beschreibung

High-performance computing as significantly evolves during the last two decades with the advent and consideration of multicores configurations and general-purpose GPUs. In the same time but more recently, artificial intelligence has gained a serious popularity and is considered in a broad range of applications. Cutting-edge AI, which typically involving large models and huge volume of training datasets, cannot be considered without the support of HPC infrastructures and techniques. Cloud computing is the most affordable way to leverage the power of HPC systems. As collection of valuable inputs from high-standard scientists, “Artificial Intelligence and High-Performance Computing in the Cloud: Upcoming” is certainly a book that should be given a serious consideration.

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Schlagwörter

Neural Network Theory, High Performance Knowledge Based Systems, Pervasive High Performance Computing, Accelerators Programming, Multi- Core Architectures and Support, Collective intelligence, Cloud computing, Computational Biology, Computational and Artificial Intelligence, Neural-Fuzzy- and Rough Sets in HPC, Edge/Fog computing, Artificial life, Bioinformatics