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Machine Learning Day: Exploiting NVM for High-Performance I/O on POWER Architectures
Machine Learning Day
AI/Machine Learning/Deep Learning
Big Data Analytics
DescriptionCognitive computing applications (including Deep Learning applications) increasingly often face the challenge of being limited by system capabilities to provide fast and fine-grained access to large-scale data sets. Storage devices based on non-volatile memory technologies do provide the necessary performance characteristics, but their integration remains a challenge. In this talk we discuss hardware integration options focussing on architectures based on POWER. Furthermore, we explore options for I/O middleware to access this memory and to exploit its hardware performance capabilities.