A review of purpose-built accelerators for financial services
AWS Machine Learning Blog
SEPTEMBER 11, 2024
Historical data is normally (but not always) independent inter-day, meaning that days can be parsed independently. In GPU Accelerated Data Preparation for Limit Order Book Modeling , the authors describe a GPU pipeline handling data collection, LOB pre-processing, data normalization, and batching into training samples.
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