Research Papers

Class 1

• P1 - MapReduce: Simplified Data Processing on Large Clusters
• P2 - Bigtable: A Distributed Storage System for Structured Data
• P3 - Pig Latin: A Not-So-Foreign Language for Data Processing

Class 2

• P4 - C-Store: A Column-oriented DBMS
• P5 - Column-stores vs. row-stores: how different are they really?
• P6 - An Empirical Evaluation of Columnar Storage Formats

Class 3

• P7 - Dynamo: Amazon’s Highly Available Key-value Store
• P8 - Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing
• P9 - The Snowflake Elastic Data Warehouse

Class 4

• P10 - Resource Management in Aurora Serverless
• P11 - Milvus: A Purpose-Built Vector Data Management System
• P12 - Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples

Class 5

• P13 - Automatic database management system tuning through large-scale machine learning
• P14 - The Case for Learned Index Structures
• P15 - Bao: Making Learned Query Optimization Practical