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High Performance Data Lake (HPDL) for HPC Data Analytics

Data management, Data related services

Scalable Cloud/HPC storage and parallel analysis platform for large-scale, multi-format data management.

  • API-Driven Access: Streamlined data storage and management using simple APIs for seamless integration with Cloud and HPC systems.
  • High-Performance Analytics: Full support for parallel analysis and AI training using GPU acceleration on supercomputing clusters.
  • Dynamic Data Querying: Efficient handling of multi-format data via web-based management, allowing precise dataset selection through SQL queries.

Key Value: Enabling high-speed upload, download, and processing of Big Data directly on supercomputers for complex computational tasks.

Practical example

Organizations dealing with massive, varied datasets require specialized environments for rapid analysis.

This service facilitates, among other activities:

  • Weather Nowcasting: Enabling the parallel processing of real-time meteorological data for immediate atmospheric forecasting.
  • Infrastructure Registries: Managing large-scale technical building registries that require frequent updates and complex editing of multi-format files.
  • AI Training Cycles: Handling the management and selection of massive training datasets to optimize model development on supercomputers.

Case Study: The service supports weather monitoring entities in leveraging parallel supercomputing to analyze multi-format atmospheric data, significantly reducing the time between data ingestion and live nowcasting results.

Service name

High Performance Data Lake (HPDL) for HPC Data Analytics

Service Code

2025-AIF-DATA-10

Keyword

GPU Acceleration, Dynamic Querying, Parallel Analysis

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