Supporting Data+AI Integration: Tencent Cloud Big Data-Data Lake Compute (DLC) Achieves 70% Cost Reduction
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
Source: Tencent Cloud
All articles,data and pictures on this website are from the Internet,and all copyrights belong to the source website or source author.if it infringes on your rights,please let us know and delete it.
