Updated on 2025-07-08 GMT+08:00

Scenario

This section describes the main application scenarios of DataArtsFabric.

  • Data engineering

    Efficiently process data through parallel computing, accelerating tasks such as data cleansing, conversion, and aggregation.

  • Distributed machine learning

    Leverage Ray for distributed training and tuning, enabling efficient model training with large-scale datasets and models.

  • Foundation models

    Utilize large models to implement intelligent dialogues, automatic summarization, machine translation, text classification, and image generation.

  • Real-time data analysis

    Perform queries and analysis on massive datasets using standard SQL APIs.