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Supporting Data+AI Integration: Tencent Cloud Big Data-Data Lake Compute (DLC) Achieves 70% Cost Reduction

25.04.25 08:20 Uhr

SHENZHEN, China, April 25, 2025 /PRNewswire/ -- Under the Data+AI convergence trend, Lakehouse represents the core evolution direction for big data platforms. Tencent Cloud Big Data-Data Lake Compute (DLC) is an open, unified cloud-native Serverless Lakehouse data warehousing and analytics service. It features cloud-native storage-compute separation, lake format governance, deep optimizations for Iceberg, unified metadata management, and machine learning training support, enabling enterprises to build agile Data+AI Lakehouse platforms. DLC has helped a leading Southeast Asian retail conglomerate reduce data platform and machine learning costs by 70%.

Core Challenges

  • Separated Resources: Big data and AI required isolated infrastructure investments with no resource sharing.
  • Data Movement Overheads: Data silos between Data and AI systems caused latency and additional costs.

    • DLC Solution

    Tencent Cloud's one-stop intelligent platform WeData, powered by Data Lake Compute (DLC), delivers an integrated DataOps+MLOps platform solution enabling:

    • Seamless Experience: Unified development for both data analytics and ML workflows
    • Cost Efficiency: 70% cost reduction through shared compute resources for Data+AI workloads
    • AI Innovation Acceleration: Rapid deployment of GenAI applications via unified data governance

    Key Features

    • Unified Engine: Supports data engineering and ML training (Scikit-Learn, PyTorch, TensorFlow)
    • Meson Engine: Proprietary high-performance engine delivering 2x faster processing than open-source Spark
    • Dynamic Resource Allocation: Flexible resource groups for data engineering, interactive analytics, and ML tasks

    Business Value

    DLC integrates data engineering, SQL analytics, and machine learning into a unified platform with industry-leading cost-effectiveness. The solution has already enabled a Southeast Asian retail leader to achieve 70% TCO reduction across data and ML infrastructure.

    #Tencent Cloud Big Data #Data Lake Compute

    Cision View original content:https://www.prnewswire.com/apac/news-releases/supporting-dataai-integration-tencent-cloud-big-data-data-lake-compute-dlc-achieves-70-cost-reduction-302438142.html

    SOURCE Tencent Cloud