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Prometheus is used for event monitoring and alerting in distributed systems. It offers a multi-dimensional data model and a powerful query language.

ELK Stack (Elasticsearch, Logstash, Kibana) is used for searching, analyzing, and visualizing log data in real time.

Sentry provides error tracking and performance monitoring, which helps developers monitor and fix crashes in real time.

Nagios is a monitoring system that offers monitoring and alerting services for servers, switches, applications, and services.

Zipkin is a distributed tracing system that helps gather timing data for various components in a distributed architecture.

Grafana is a tool for visualizing and analyzing metrics through dashboards, often used in conjunction with time series databases.

Splunk analyzes machine-generated data to gain insights by searching, monitoring, and examining data to troubleshoot issues.

StatsD is a network daemon that listens for statistics, like counters and timers, and aggregates them for graphing the performance of the system.

Amazon CloudWatch provides monitoring and operational data in the form of logs, metrics, and events, specifically tailored for AWS environments.