1、Data Warehouse, Data Lakes Whats Next? Xiaowei Jiang Apr 23rd, 2020 About Me Stratify Inc. 2000 - 2002 Member of Technical Staff 2002 Microsoft 2002 - 2010 Principal Software Engineer Facebook 2010 - 2014 Software Engineer Alibaba Group 2014 - Now Senior Director 2010 2014Now Use Case: Realtime Mach
2、ine Learning Kafka Search & Recommendation Preprocessing Feature Updates Model Updates Online Training Log Data Flink HBase More and more Complex Architecture Kafka Flink HBaseCassandra Realtime Ingestion Dim Table Join Subscription Dashboards Point Lookups More and more Complex Architecture Kafka F
3、link HBaseCassandra Realtime Ingestion Dim Table Join Subscription Dashboards Point Lookups More and more Complex Architecture Kafka Flink HBaseCassandra Realtime Ingestion Dim Table Join Subscription Realtime Analytics Realtime Ingestion ClickHouseDruid Reports Dashboards Point Lookups More and more Complex Architecture Kafka Flink HBaseCassandra Realtime Ingestion Dim Table Join Subscription Hiv