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shafikshaon / Backend Journey: Mastering Advanced Scaling Techniques for Modern Backend Development

Created Mon, 01 May 2023 19:00:00 +0600 Modified Sun, 25 Feb 2024 20:22:56 +0000


As backend applications continue to grow in complexity, developers must employ advanced scaling techniques to ensure their systems can handle increasing traffic, user demands, and resource requirements. This roadmap is designed for intermediate to advanced developers who want to enhance their backend development skills and learn advanced scaling techniques, including graceful degradation, throttling, backpressure, load shifting, circuit breakers, migration strategies, and different types of scaling.

Graceful Degradation

Difficulty: Intermediate

  • Understand the concept of graceful degradation and its role in building resilient backend applications
  • Learn how to implement graceful degradation to maintain functionality during partial failures or high traffic
  • Explore best practices for implementing graceful degradation in your backend applications


Difficulty: Intermediate

  • Learn about throttling as a technique to manage resource usage and prevent system overload
  • Understand how to implement throttling in backend applications
  • Discover best practices for throttling in various scenarios and use cases


Difficulty: Intermediate

  • Delve into the concept of backpressure as a mechanism to control the flow of data in a system
  • Understand the importance of backpressure in maintaining system stability
  • Learn best practices for implementing backpressure in your backend applications

Load Shifting

Difficulty: Intermediate

  • Explore load shifting as a technique to redistribute load across multiple resources or systems
  • Understand the benefits of load shifting in improving application performance and reliability
  • Learn best practices for implementing load shifting in your backend applications

Circuit Breaker

Difficulty: Intermediate

  • Discover the circuit breaker pattern as a means to handle failures in distributed systems
  • Understand the importance of circuit breakers in maintaining system stability and resilience
  • Learn best practices for implementing circuit breakers in your backend applications

Migration Strategies

Difficulty: Intermediate

  • Learn about various migration strategies for moving from one system or architecture to another
  • Understand the challenges and benefits of different migration strategies
  • Discover best practices for planning and executing migrations in your backend applications

Types of Scaling

Difficulty: Intermediate

  • Explore different types of scaling, including vertical scaling, horizontal scaling, and functional decomposition
  • Understand the benefits and trade-offs of each scaling type
  • Learn how to choose the appropriate scaling strategy for your backend applications


Mastering advanced scaling techniques is essential for backend developers to create efficient, high-performing applications that can handle increasing traffic, user demands, and resource requirements. By following this roadmap, you will gain a deeper understanding of various advanced scaling techniques and best practices. This knowledge will empower you to make informed decisions about the right scaling strategies for your backend development projects, ultimately leading to more efficient and resilient applications.

Commit ID: e94198461ea2838256831690d01d374d2417e80d ∙ View Commit on GitHub