History and Evolution of Data Lake Architecture - Post Lambda Architecture
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore the history and evolution of data lake architecture in this 49-minute Linux Foundation conference talk. Delve into the post-Lambda Architecture era with speakers Takuya Fukuhisa and Masaru Dobashi from NTT DATA. Trace the development from Hadoop's distributed computing capabilities to the emergence of technologies enhancing application productivity. Examine the progression of data processing, including SQL on Hadoop, column-oriented formats, and real-time analytics requirements. Analyze the challenges of batch and stream-focused architectures, as well as the limitations of Lambda Architecture. Gain insights into modern storage layer solutions like Delta Lake, Apache Hudi, and Apache Iceberg, comparing their approaches to transaction management, version control, and balancing trade-offs in data lake design.