In a distributed system, you're managing multiple HTTP servers handling different parts of a web application. How would you ensure consistent logging across all servers?
- Implement a centralized logging service where each server streams logs, ensuring all logs are aggregated and stored in a single location.
- Implement a custom logging library that sends logs to a centralized database or logging service asynchronously.
- Utilize a distributed tracing system like Jaeger to trace requests across servers and consolidate logs centrally.
- Utilize a message queue system like Kafka to queue log messages from all servers and process them centrally.
Implementing a centralized logging service ensures consistent logging across all servers in the distributed system. By streaming logs from each server to a centralized location, it becomes easier to manage and analyze logs effectively. Utilizing a distributed tracing system like Jaeger might provide insights into request flows but doesn't directly address consistent logging across servers. A custom logging library can help centralize logs, but it requires careful implementation and maintenance. Utilizing a message queue system like Kafka can facilitate log aggregation but adds complexity and potential overhead compared to a dedicated logging service.
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