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DataFunSummit
DataFunSummit
Apr 25, 2026 · Big Data

AI‑Era Multimodal Data Lake Infrastructure: TBDS Design, Storage, Compute, and Governance

The article analyzes how Tencent Cloud's TBDS platform tackles the AI era's multimodal data lake challenges through a native storage format (Lance), elastic Ray‑based compute, standardized metadata with Gravitino, and automated governance via Lakekeeper, citing architecture details, performance numbers, and real‑world deployments.

AI infrastructureGravitinoLakekeeper
0 likes · 13 min read
AI‑Era Multimodal Data Lake Infrastructure: TBDS Design, Storage, Compute, and Governance
ByteDance Data Platform
ByteDance Data Platform
Oct 29, 2025 · Big Data

How Volcano Engine’s Multimodal Data Lake Tackles AI Agent Challenges

The article explores how Volcano Engine’s multimodal data lake architecture addresses the storage, compute, and management challenges of AI agents by introducing new formats like Lance, upgrading engines such as Spark and Daft, and providing unified tools for processing, versioning, and querying massive multimodal datasets.

Daft engineLance formatbig data
0 likes · 13 min read
How Volcano Engine’s Multimodal Data Lake Tackles AI Agent Challenges