AIOps Configured Reports
The Reports module in AIOps serves as the primary interface for users to interpret and act on AI-generated performance insights. It is designed to support data-driven decisions by offering clear visibility into operational trends over short and long durations. Key Metrics Tracked:
Analyze forecasted metrics
Capacity planning requirements
Track predicted threshold breaches
AIOps Reports
The AIOps Reports module offers multiple reports tailored for proactive monitoring, capacity planning, and anomaly detection. Users can select the appropriate category and apply relevant filters to generate the desired report output.
Report Category
Category
Action
Description / Example
Forecast Report
Click to apply filters and view.
Leverages AI/ML models to forecast resource utilization. Data is grouped into buckets based on usage trends to help anticipate future performance issues.
Forecast Summary Report
Click to apply filters and view.
Summarizes forecasted resource behavior into defined buckets using AI/ML. Ideal for identifying underutilized or overutilized assets for capacity planning.
Forecast Trend Report
Click to apply filters and view.
Analyzes historical time-series data and projects future trends. Displays minimum, maximum, and average forecast values to support long-term planning.
Prediction Report
Click to apply filters and view.
Plots current performance statistics over time and overlays predicted values for upcoming intervals. Helps detect anomalies based on expected behavior.
Adhoc Reports
These lightweight, on-demand reports allow users to view specific forecast or prediction outputs quickly without going through a whole report generation workflow. These reports are intended for immediate needs, offering a fast way to check trends or anomalies for resources or components.
They are instrumental when:
Users want to quickly verify a specific state or metric (e.g., view CPU usage forecast for a single router).
There is no need to build or save a formal report.
Users want to avoid filters, selections, or extensive configuration and see direct output (statistical, prediction, or pattern).
These reports do not persist in the system unless downloaded and are meant to be accessed, viewed, and closed with minimal effort.
Add Adhoc Report
Navigate to the Reports module from the left-side panel of the application.
Click on the Adhoc Reports option at the top-right corner of the page.
You will be prompted to choose between two report types:
Adhoc Reports | Basic Details
Label
Action
Description / Example
Forecast Report
Click to view
· Displays long-term trends for the selected metric or component.
· Based on a 180-day forecasting model.- Shows projected behavior over future time intervals.
· Helpful in anticipating capacity needs or gradual usage spikes.
Prediction Report
Click to view
· Focuses on short-term anomaly detection.
· Uses adaptive thresholds generated from recent metric history.
· Identifies unusual patterns such as traffic spikes during off-peak hours.
· Ideal for real-time anomaly validation.
Initiate a Report
To initiate an Adhoc report, begin by selecting the desired report type—either Forecast or Prediction. Once selected, proceed by filling in the necessary input details. These act as filters and determine what data will be shown for the chosen module.
Adhoc Reports | Input Parameters
Label
Action
Description / Example
Asset
Select an asset from the drop-down.
Displays only assets that were configured under Advanced Resource Configuration.
Resource
Select the appropriate resource.
Choose the specific component (e.g., port, CPU) for which you want to view prediction or forecast data.
Statistics
Select a metric from the drop-down.
Choose the relevant performance metric to analyze (e.g., CPU Utilization, Memory Utilization, Bandwidth Usage).
After configuring the required fields, click View Report to generate the on-demand report. The generated report can also be downloaded for offline analysis or sharing.
Last updated
Was this helpful?