Devnexus 2020 Large Scale Distributed AI on the JVM Mo Haghighi

This talk explores the capabilities of the Java Virtual Machine (JVM) on ARM and X86 architectures, focusing on large-scale data mining using embedded GPUs such as Jetson Xavier and TX2. The speaker presents a benchmarking demonstration comparing CPUs and GPUs for processing time-series data, utilizing both Java and Python libraries. Mo Haghighi emphasizes the role of deep learning in IoT devices, showcasing a cluster of 125 Raspberry Pis integrated with over 500 GPU cores, and discusses the potential for these devices to perform complex reasoning rather than just processing simple sensory data.