This class covers various topics related to data management and storage systems. Below is an overview of the topics covered each week.
- Data Management Overview
- NoSQL 1: Firebase & JSON
- Storage System, File System
- Hadoop HDFS
- File Format, XML & XPath
- Data Modeling (ER & relational)
- SQL
- Constraints & views, Data organization & external sorting
- NoSQL 2: MongoDB
- Indexing (B+-tree), Query execution
- Query execution, NoSQL 3: DynamoDB
- Hadoop MapReduce
- Apache Spark
| Assignment | Topic | Grade |
|---|---|---|
| HW 1 | Firebase | 92 |
| HW 2 | HDFS,XPath, and XML | 98 |
| HW 3 | SQL | 97 |
| HW 4 | Indexing and Query Execution | 95 |
| HW 5 | Hadoop and Spark | 97 |
| Lab 1 | Amazon EC2 | 100 |
| Lab 2 | Hadoop HDFS | 100 |
| Lab 3 | MongoDB | 90 |
| Lab 4 | Dynamodb | 100 |
Overall Grade: A