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Processing 1 PB of Data: A Scalable Azure Architecture for AI Model Training

  • To process 1 PB of raw data for AI model training, a scalable Azure architecture is used.
  • Azure Blob Storage is chosen for its scalability, cost-effectiveness, and support for parallel access to files.
  • Azure Data Factory (ADF) orchestrates the data processing workflow efficiently.
  • Azure Batch enables parallel processing with high computational power, processing 1,000 files every 15 seconds using 1,000 VMs.

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