Performance
Performance
Performance is an indication of the responsiveness of a system to execute any task within a given time interval. In simple words, how quickly a resource can be accessed by another resource or user in a given time.
It can be measured in terms of latency or throughput.
- Latency is the time taken to respond to any event.
- Throughput is the number of events that take place within a given amount of time.
Common causes:
- Unnecessary round-trip to server
- Problem in defining the boundary of Microservices which results in Chattiness
- No or minimal asynchronous communication.
- No caching.
- No load balancing.
- Unnecessary data sent over the network.
- Database or software design issues.
Points to be considered:
- Reduce the unnecessary round-trip to the server.
- Define efficient and appropriate caching strategy.
- Use efficient queries to minimize performance impact, and avoid fetching all of the data when only a portion is displayed.
- Try to reduce the number of transitions across boundaries, and minimize the amount of data sent over the network.
- Async communication instead of sync communication.
- Performance Monitoring.
- Scale Up or Scale Out
- Event based communication
- Common Patterns:
- Cache-Aside Pattern
- Choreography over Orchestration
- CQRS
- Event Sourcing
- Materialized View
- Priority Queue
- Queue-Based Load Leveling
- Sharding
- Static Content Hosting
- Throttling