Supporting Dataai Integration: Tencent Cloud Big Data-data Lake Compute Dlc Achieves 70 Cost Reduction

Under the DataAI 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 DataAI 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 Clouds one-stop intelligent platform WeData, powered by Data Lake Compute DLC, delivers an integrated DataOpsMLOps platform solution enabling:

Seamless Experience : Unified development for both data analytics and ML workflows

Cost Efficiency : 70 cost reduction through shared compute resources for DataAI workloads

AI Innovation Acceleration : Rapid deployment of GenAI applications via unified data governance

Key Features