BigQuery: Google's Cloud Data Warehouse - Lecture 24
Explore Google BigQuery's architecture, query processing, and optimization techniques with insights from a leading database systems expert.
Distributed Analytical Database Systems - Lecture 23
Explore distributed analytical database systems, focusing on OLAP architectures, query execution, and optimization techniques for large-scale data processing and analysis.
Amazon Redshift Internals - Lecture 24
Explore Amazon Redshift's architecture, design principles, and performance optimizations with insights from a guest lecturer and former CMU PhD graduate.
Distributed Data Warehouse OLAP Databases - Lecture 23
Explore distributed data warehouse OLAP databases, covering architecture, query processing, and optimization techniques for large-scale analytical systems.
Data Formats and Encoding for Advanced Database Systems - Part 1
Explore advanced database concepts, focusing on data formats and encoding techniques for efficient storage and retrieval in modern systems.
Vectorized Query Execution Using SIMD - Lecture 6
Explore vectorized query execution using SIMD in advanced database systems, focusing on performance optimization techniques and modern hardware utilization.
Building InfluxDB 3.0 with the FDAP Stack - Apache Flight, DataFusion, Arrow and Parquet
Dive into the architecture and implementation of InfluxDB 3.0, exploring how Apache Flight, DataFusion, Arrow, and Parquet combine to create a modern time-series database system.