Deep Dive into the Internals of the Database

Deep Dive into the Internals of the Database

Gain insights into database internals, explore their structure, architecture, and functionality. Learn about efficient distribution, crucial transaction features, and optimal data structures for various models.

Advanced

68 Lessons

19h

Certificate of Completion

Gain insights into database internals, explore their structure, architecture, and functionality. Learn about efficient distribution, crucial transaction features, and optimal data structures for various models.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

1 Assessment
13 Playgrounds
12 Quizzes

This course includes

1 Assessment
13 Playgrounds
12 Quizzes

Course Overview

Databases are a type of system for storing data in an organized manner. Understanding the inner workings of databases and knowing about paradigms used in different types of databases is crucial for organizing information. In this course, you’ll learn about the fundamental characteristics of databases, how they’re structured internally for efficient distribution, what kind of capabilities are needed to support the distribution model, what features transactions provide, and how they’re implemented. Differe...Show More

TAKEAWAY SKILLS

Database

Database Design

What You'll Learn

An in-depth understanding of various database management systems

A thorough introduction to data structures and mechanics used in databases

A comparison of different types of databases to choose the best based on system requirements

Familiarity with the core components of databases and their underlying implementation

What You'll Learn

An in-depth understanding of various database management systems

Show more

Course Content

1.

Introduction

Get familiar with database internals, key terminologies, and DBMS architecture for advanced engineers.
3.

Database Architecture

Examine the core components and essential subsystems of a Database Management System (DBMS).
4.

Data Structures used in Databases

Break down complex ideas about crucial database data structures for efficient operations.
5.

Disk Layout

Take a look at HDD and SSD structures, binary encoding, and database disk data organization.
6.

Database Index

3 Lessons

Focus on enhancing data retrieval with specialized index structures and types for optimized database performance.
7.

Transaction

8 Lessons

Master the steps to understanding transactions, their states, ACID properties, and distributed transactions.
8.

Replication

6 Lessons

Learn how to use replication techniques to enhance database availability and manage conflicts.
9.

Partitioning

5 Lessons

Unpack the core of partitioning databases, strategies, indexing, and rebalancing techniques.
10.

Concurrency Controls

5 Lessons

Examine essential concurrency control techniques to maintain data integrity in databases.
11.

Consistency Models

4 Lessons

Break down the steps to understanding various database consistency models, including linearizability and eventual consistency.
12.

Consensus

6 Lessons

Map out the steps for achieving consensus and leader election in distributed systems.
13.

Common Problems Associated with Distributed Databases

5 Lessons

Follow the process of overcoming time synchronization issues, network unreliability, and achieving consensus in distributed systems.
14.

Conclusion

1 Lesson

Build on foundational concepts, architectural insights, and patterns in distributed databases.

Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

@_webarchitect_

Evan Dunbar

ML Engineer

Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

Musician/Entrepeneur

Kenan Eyvazov

DevOps Engineer

Souvik Kundu

Front-end Developer

Eric Downs

Musician/Entrepeneur

Anthony Walker

@_webarchitect_

Evan Dunbar

ML Engineer

Hands-on Learning Powered by AI

See how Educative uses AI to make your learning more immersive than ever before.

Instant Code Feedback

Evaluate and debug your code with the click of a button. Get real-time feedback on test cases, including time and space complexity of your solutions.

AI-Powered Mock Interviews

Adaptive Learning

Explain with AI

AI Code Mentor

FOR TEAMS

Interested in this course for your business or team?

Unlock this course (and 1,000+ more) for your entire org with DevPath