How NVIDIA Uses Scala
5 engineering articles about Scala from NVIDIA's engineering team
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The article discusses how to accelerate deep learning applications using Apache Spark and NVIDIA GPUs on AWS. It highlights the integration of GPU scheduling in Apache Spark 3.
Qing Lan
6 min read
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The article discusses how Spark 3. 0 and XGBoost can be accelerated using GPUs to enhance machine learning workflows, focusing on end-to-end training and hyperparameter tuning.
Carol McDonald
15 min read
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The article discusses the enhancements in Apache Spark 3. 0, particularly focusing on GPU acceleration and performance optimizations.
ApacheApache SparkAWSAzureGoogle CloudKerasKubernetesMachine LearningPythonPyTorchRapidsScalaSQLTensorFlowXGBoost
Carol McDonald
10 min read
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The article discusses the GPU Open Analytics Initiative (GOAI), which aims to create open frameworks for GPU-accelerated data analytics.
The GPU Open Analytics Initiative (GOAI) aims to create common data frameworks that enhance data science on GPUs, enabling seamless data interchange among applications.
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