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.