Определите профиль нагрузки системы (read-heavy vs write-heavy) и обоснуйте.

The system load profile is determined by the ratio of read and write operations to data.

• Read-heavy:

  • Most requests are data reads.
  • Examples: news websites, analytics systems, caching.
  • Optimization: caching, indexing, replication for read scaling.

• Write-heavy:

  • Most operations are data writes or updates.
  • Examples: logging systems, financial transactions, IoT systems.
  • Optimization: efficient lock management, partitioning, asynchronous processing.

To determine the load profile, analyze system metrics: the number of read and write requests, their frequency, and response time. This will help choose the right architecture and optimizations to improve performance and stability.