Build a CloudWatch dashboard around the resources and failure points in your actual video workflow, then use CloudWatch alarms for conditions that need action. Keep operational monitoring separate from cost analysis: dashboards and alarms help operators investigate service health, while AWS’s Media Services Insights Hub analyzes spending and usage from Cost and Usage Report data.
1. Map the media workflow before adding widgets
Start with the path a piece of media takes through AWS, not with a generic portfolio-wide dashboard. List the services in use, the Regions where they run, and the resources an operator must identify during an incident. Depending on the workflow, those resources might be a MediaLive channel, MediaConnect flow, MediaPackage channel or endpoint, or MediaConvert queue or job.
Decide which questions the dashboard must answer: Is input arriving? Is an output or endpoint serving requests? Are requests returning errors? Are jobs completing? Which particular resource is affected? The right dashboard makes it possible to move from an overview signal to the channel, endpoint, flow, queue, or job that needs investigation.
2. Choose metrics and dimensions that locate the problem
CloudWatch metrics are organized by service namespace and dimension combinations. Select dimensions that match the level at which your team diagnoses faults; a service-wide total may show that something changed without showing where.
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- MediaConvert: AWS documents metric groupings for operation, queue, and job. Choose the grouping that matches whether you need to see broad processing activity or investigate a specific queue or job. See MediaConvert metrics in CloudWatch.
- MediaPackage: Use the service’s available dimensions, including channel and endpoint-related dimensions, to keep request and delivery signals tied to the resource being monitored. Confirm the exact dimensions for the metric and endpoint in the current documentation.
- MediaConnect: Metric behavior and cadence are service-specific. Check the current MediaConnect CloudWatch monitoring guidance before selecting periods or expecting a particular freshness.
Do not assume that every service publishes the same metrics at the same cadence, or that one period and dimension set will work across the portfolio.
3. Create a CloudWatch dashboard for operational questions
- Open CloudWatch in the relevant AWS Region. Confirm the Region matches the resources whose metrics you want to display; a dashboard should make its coverage clear to the operators who use it.
- Create a custom dashboard. Add widgets for the operational questions from your workflow map. Use time-series widgets for changes over time and appropriate status or request panels for service outcomes.
- Choose the service namespace, metric, and dimensions. Select the resource-level dimensions operators need. Label widgets with the service and resource context so an aggregate signal is not mistaken for a specific endpoint or channel.
- Set the statistic and period deliberately. Match them to the metric’s meaning and documented publication behavior. A statistic or period suitable for one metric may be misleading for another.
- Set a useful time range and refresh behavior. Check the service’s documented cadence and the dashboard’s refresh options. AWS states that the CloudWatch console’s minimum refresh rate for MediaLive is 30 seconds. The MediaLive service console shows only some metrics; CloudWatch can show all MediaLive metrics. See Viewing MediaLive metrics.
A concrete MediaPackage panel pattern
AWS’s Media Services Solutions (MSS) troubleshooting guide includes a CloudWatch dashboard example for MediaPackage endpoint request volume and HTTP status-code ranges. It is a useful pattern for answering whether requests are reaching an endpoint and what response classes it returns—not a universal widget to copy unchanged. Adapt the example’s namespace, dimensions, Region, statistic, and period to your actual endpoint and the current service documentation. The guide is specifically about MSS endpoints; its sample dimensions should not be applied automatically to other MediaPackage setups. See MSS troubleshooting guidance.
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4. Add alarms for conditions that need action
A dashboard helps people see and investigate signals; an alarm watches a defined condition and can notify people or trigger configured actions. Create alarms for a small set of meaningful failure or degradation conditions, and route notifications to the team responsible for responding.
- Select a metric and resource dimensions that identify the affected workflow component.
- Choose a threshold and evaluation period based on the workflow’s service-level objectives and validated operating history.
- Configure the notification or action that should follow an alarm state, and make sure an owner knows what to investigate.
- Review the alarm against normal operating patterns and known failure cases before relying on it for incident response.
There is no single threshold that is appropriate for every channel, endpoint, queue, or job. Avoid copying an unexplained number into an alarm: establish what is normal for the workflow and what deviation requires intervention.
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5. Treat freshness and retention as service-specific
CloudWatch metric periods and retrieval cadence vary. AWS says most MediaConnect metrics can be accessed at periods as short as one second, while MediaConnect Gateway metrics require a period of at least one minute. This is a service specification, not a guarantee that every metric or dashboard view is updated at that rate; consult the current MediaConnect monitoring documentation for the metric you use.
AWS’s MediaPackage and MediaConnect metric guidance describes 15-month retention for the cited service metrics and statistics. That retention statement applies to the cited metrics; do not assume it applies uniformly to every AWS Media Services metric, API, or dashboard. Confirm the retention details for the specific metric in the MediaPackage monitoring documentation and MediaConnect documentation.
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6. Use a separate view for cost and usage
Operational telemetry and cost reporting answer different questions. CloudWatch dashboards and alarms help detect and investigate resource behavior. For cross-service spending and usage analysis, AWS documents the Media Services Insights Hub, a QuickSight dashboard built from Cost and Usage Report (CUR) data. It covers MediaConnect, MediaConvert, MediaLive, MediaPackage, and MediaTailor.
The Hub is not a substitute for live operational metric alarms. Its documented prerequisites include Cloud Intelligence Dashboards foundations and CUR, Athena, and QuickSight resources. Those dependencies mean it is a separate analytics setup, not simply another CloudWatch widget. See AWS Media Services Insights Hub guidance.
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| Monitoring option | Best fit | Coverage and detail | Alerting | Important consideration |
|---|---|---|---|---|
| Service-console views | Quick checks within an individual service | Service-specific; available views and metrics vary. For MediaLive, its service console shows only some metrics. | Use the relevant CloudWatch alarm path for threshold monitoring. | Does not provide one consistent cross-service view; check each service’s documented refresh and metric coverage. |
| Custom CloudWatch dashboard | Operational visibility and incident triage | Can combine selected metrics, Regions, and resource dimensions relevant to the workflow. | CloudWatch alarms can monitor thresholds and notify or trigger configured actions. | Metric availability, dimensions, period, refresh, retention, and applicable costs depend on the service and configuration. |
| Media Services Insights Hub | Cross-service spending and usage analysis | CUR-driven QuickSight dashboard covering MediaConnect, MediaConvert, MediaLive, MediaPackage, and MediaTailor. | Not a replacement for live CloudWatch metric alarms. | Requires documented Cloud Intelligence Dashboards foundations and CUR/Athena/QuickSight resources; check current AWS pricing and account configuration. |
7. Validate the dashboard before relying on it
- Check resource coverage: verify that the intended Region and resource dimensions appear in each widget.
- Check signal meaning: confirm the metric, statistic, period, and units are appropriate for the operational question.
- Check timeliness: compare the dashboard’s refresh behavior with the service-specific metric cadence. Do not promise one portfolio-wide latency.
- Check alarm ownership: confirm notifications reach a monitored destination and have a response owner.
- Check costs and prerequisites: review current AWS pricing for CloudWatch metric retrieval and dashboard configuration, as well as the account-specific costs and infrastructure needed for QuickSight and CUR-based reporting. Exact costs depend on account configuration and are not established here.
Common dashboard problems and fixes
- A widget is empty: check the selected Region, namespace, metric name, and dimension combination against a resource that is actually publishing that metric.
- An aggregate graph does not identify the affected resource: add or switch to resource-level dimensions where the service exposes them, such as the relevant channel, endpoint, flow, queue, or job.
- A graph appears stale: confirm the service’s metric cadence and the dashboard refresh interval. MediaLive’s CloudWatch console minimum refresh is 30 seconds; do not interpret that as a universal cadence for other services.
- An alarm is noisy or misses meaningful issues: revisit the threshold, statistic, period, and evaluation window using validated workflow history and the intended service-level objective.
- A cost dashboard is not ready: verify that the documented CUR, Athena, QuickSight, and Cloud Intelligence Dashboards prerequisites are in place; the Insights Hub is not a standalone CloudWatch widget.
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