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TMI BlogSupporting Data+AI Integration: Tencent Cloud Big Data-Data Lake Compute (DLC) Achieves 70% Cost ReductionX X X X Extracts X X X X X X X X Extracts X X X X ..... Supporting Data+AI Integration: Tencent Cloud Big Data-Data Lake Compute (DLC) Achieves 70% Cost Reduction X X X X Extracts X X X X X X X X Extracts X X X X ..... 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 ..... X X X X Extracts X X X X X X X X Extracts X X X X ..... by 70%. Core Challenges 1. Separated Resources: Big data and AI required isolated infrastructure investments with no resource sharing. 2. 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 solut ..... X X X X Extracts X X X X X X X X Extracts X X X X ..... ion 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) • M ..... X X X X Extracts X X X X X X X X Extracts X X X X ..... eson 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 ..... X X X X Extracts X X X X X X X X Extracts X X X X ..... a Southeast Asian retail leader to achieve 70% TCO reduction across data and ML infrastructure.
#Tencent Cloud Big Data #Data Lake Compute (Disclaimer: The above press release comes to you under an arrangement with PRNewswire and PTI takes no editorial responsibility for the same.). PTI PWR PWR X X X X Extracts X X X X X X X X Extracts X X X X
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