Talk1 : Reshape Data Lake: Delta, Iceberg, Hudi, or Hive
In this talk, the speaker will talk about anecdotal history and trend of Data Lake. Connect the dots of Data Lake pain points with the publicly-available frameworks. Deep dive on the patterns of mutable datasets, fast and continuous ingestion, cloud storage deficit for data analytics, and which critical features/optimizations are still missing in Data Lake.

Talk2 : How Can HTAP Databases Simplify Your Data Infrastructure?
In this talk, I will discuss these issues and challenges in depth as well as how to address these challenges in TiDB, an open source MySQL compatibles HTAP database. I will also show some recent benchmarks that demonstrate TiDB’s capability.