The challenges of distributed system auditing and monitoring

Distributed systems pose several unique challenges that make their auditing and monitoring more complex than traditional monolithic architectures:

• Distributed data sources: In a distributed system, the relevant data and logs are scattered across multiple nodes, services, and communication channels. Collecting, aggregating, and correlating this information is a crucial but challenging task.
• Dynamic infrastructure: Distributed systems often involve highly dynamic infrastructure, with nodes and services being added, removed, or scaled on demand. Keeping track of the constantly evolving topology and resource utilization is essential for effective monitoring.
• Interdependencies and cascading failures: The intricate interdependencies between components in a distributed system can lead to cascading failures, where a failure in one part of the system triggers issues in other areas. Identifying and tracing these complex...