System Design

Cache System

Caching is a common technique in modern computing to enhance system performance and reduce response time. From the front end to the back end, caching plays a crucial role in improving the efficiency of various applications and systems.

The most common hardware cache are L1, L2, and L3 caches.

• L1 cache is the smallest and fastest cache, typically integrated into the CPU itself. It stores frequently accessed data and instructions, allowing the CPU to quickly access them without having to fetch them from slower memory.

• L2 cache is larger but slower than L1 cache, and is typically located on the CPU die or on a separate chip.

• L3 cache is even larger and slower than L2 cache, and is often shared between multiple CPU cores.

Data Pipeline Design Patterns

#Data Lake vs Data Warehouse vs Data Mart

Design Pattern

ETL Pattern

ELT Pattern

CDC Pattern

ETLT Pattern