Overview
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Explore a comprehensive guest lecture on Snowflake Database Architecture from the CMU Intro to Database Systems course. Gain insights from industry experts Bowei Chen, Kavinder Dhaliwal, and Libo Wang as they delve into cloud-based solutions, Snowflake's unique architecture, and software development philosophy. Learn about cloud storage, query execution, data engine, cloud services layer, and service management. Discover the intricacies of metadata handling, concurrency control, and query compilation. Understand advanced optimization techniques such as pruning, constant folding, and workload optimization. Dive into query acceleration strategies and explore how Snowflake leverages cloud technologies to provide a robust database solution. This in-depth presentation offers valuable knowledge for database enthusiasts, students, and professionals looking to understand modern cloud-based database architectures.
Syllabus
Introduction
Cloudbased Solutions
Snowflake Architecture
Software Development Philosophy
Cloud Storage
Query Execution
Data Engine
Cloud Services Layer
Service Management
Metadata
Concurrency Control
Query Compilation
Optimizations
Pruning
Constant Folding
Compilation
Workload Optimization
Query Acceleration
Taught by
CMU Database Group