Amazon analytics services are designed for data processing, querying, visualization, and machine learning integration to handle big data workloads efficiently. Monitoring these services ensures performance, cost control, and reliability for data-intensive workloads like those in IT infrastructure analytics.
Applications Manager can help you monitor:
Amazon MSK clusters require monitoring to ensure high availability, performance, and reliability in streaming data workloads. Proactive monitoring helps you detect issues like high latency, broker failures, or resource exhaustion before they impact your applications. You can address key operational challenges like unexpected scaling limitations, maintenance disruptions, and hidden costs in production environments.
Applications Manager gives visibility into cluster heath, enabling quick identification of potential performance bottlenecks and operational anomalies.
Gain comprehensive visibility into the health and performance of Amazon Redshift clusters and prevent slowdowns, timeouts, and downtime that can disrupt analytics and business operations.
Applications Manager collects a broad set of performance metrics, such as resource utilization (CPU, disk, database connections), network throughput, and storage health, for both leader and compute nodes, enabling proactive detection of issues before they affect users or escalate costs. You can also track detailed query performance data, including query duration, throughput, lifecycle phase times (like planning, waiting, and commit times), and various execution stages. Additionally, you can monitor concurrency scaling metrics to understand how often and how long extra clusters are launched, aiding in optimizing cluster sizing and cost efficiency.
At the cluster and node level, Applications Manager helps identify bottlenecks, uneven workload distribution, and potential resource contention by tracking throughput, inbound/outbound network traffic, and disk activity. Real-time visibility into cluster state, connection health, and network performance ensures reliable operations and quicker troubleshooting.
Learn more about Amazon Redshift monitoring.
Get started with AWS Analytics Services monitoring in minutes using Applications Manager by simply connecting your AWS account and auto-discovering analytics services. Download a 30-day free trial and explore real-time performance, availability, and resource monitoring from a unified dashboard.
Do more with Applications Manager's AWS monitoring capabilities:
It allows us to track crucial metrics such as response times, resource utilization, error rates, and transaction performance. The real-time monitoring alerts promptly notify us of any issues or anomalies, enabling us to take immediate action.
Reviewer Role: Research and Development
"I like Applications Manager because it helps us to detect issues present in our servers and SQL databases."
Carlos Rivero
Tech Support Manager, Lexmark
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