Advantages of Lambda Architecture
- It is a good balance of speed, reliability, and scalability.
- The batch layer of Lambda architecture manages historical data with the fault-tolerant, distributed storage, ensuring a low possibility of errors even if the system crashes.
- The Stream layer of Lambda architecture manages the real time data with immediate response with somewhat less precision.
- Access to both real-time and offline data results in covering many data analysis scenarios very well.
What is Lambda architecture | System Design
This Architecture is widely used in many big tech companies as it takes advantage of both real-time data processing as well as batch processing i.e. one can query both fresh data by real-time data processing technique and historical data using batch processing data technique.
Important Topics for Lambda Architecture
- What is Lambda Architecture?
- Different Ways to Approach Lambda Architecture
- Layers in Lambda Architecture
- List of tools used in the Lambda Architecture:
- Advantages of Lambda Architecture
- Disadvantages of Lambda Architecture
- Conclusion