Understand Dashboard Metrics
Key Values
Comprehensive Infrastructure Health Insights: Provides metrics that help teams measure system reliability and Snaplex health across environments.
Real-Time System Monitoring: Tracks running and down nodes over time, enabling teams to quickly identify operational risks and maintain platform stability.
Capacity Utilization Visibility: Highlights resource usage, allowing teams to teams optimize planning and prevent performance bottlenecks.
Service Reliability Metrics: Measures failure rates and availability trends, helping organizations understand uptime consistency.
Improves Operational Efficiency: Provides actionable insights that help teams maintain stable integrations and optimize performance.
Prerequisites
SnapLogic Tool Registration Ensure that SnapLogic is registered in Opsera's Tool Registry. Read more on procedure here.
Create the Dashboard
Login to Opsera.
Choose Unified Insights from the left menu.
Click +Create New > Dashboards.
In the wizard, choose the dashboard type as SnapLogic.
In the next step, fill in clear, purposeful details:
Dashboard Name:
Example: SnapLogic Insights – Q3 2026Description: Write a few lines on the goal of the dashboard.
Once done, review and Confirm your dashboard details.
Open the created dashboard.
Set the Date Range
Define a custom date range or select from preset intervals when viewing SnapLogic reports.
In the date range selector, click the dropdown menu to choose from preset options such as:
This Month
Last 7 days
Last 30 days
Last 60 days
Last 90 days
Last 270 days
Custom Date
Selecting Custom Date activates a calendar widget, allowing you to manually specify any start and end dates within your desired period.
Apply Filters
Locate and Apply Filters
Use the KPI List and Filters options at the top of the dashboard to customize metric visibility and scope data.
The KPI List controls which widgets appear on the dashboard, while Filters control the data included in the calculations.
1. KPI Display Options
Infrastructure Metrics: Toggle to display summary KPI cards, including Total Running Nodes, Total Down Nodes, Failure Rate, and Overall Efficiency.
Status Distribution: Enable to view the historical distribution of node statuses across different operational states over time.
Node Availability: Toggle to display uptime consistency trends using a line chart.
Slot Utilization: Enable to view the percentage of processing slots currently in use.
Available Capacity: Toggle to display remaining processing capacity available for workloads.
Capacity Headroom: Enable to view the percentage of unused capacity available to absorb workload spikes.
Memory Allocation: Toggle to display memory consumption across the environment.
Snaplex Availability SLA: Enable viewing Snaplex-level SLA compliance metrics details.
CPU Core Count:
Toggle to display summary KPI cards, including hardware inventory extracted from JSON processors data.
Total Memory Capacity:
Enable to view memory capacity planning metrics.
JVM Memory Allocation:
Toggle to display JVM tuning opportunities.
Total Swap Size:
Allow the visibility of system configuration tracking.
Max File Descriptors:
Toggle to display system limits monitoring from the JSON field.
Click Apply to save your display selections or Close to discard changes.
2. Additional Configuration Options
Use these filters to scope dashboard metrics based on infrastructure attributes.
Environment: Select the environment to view metrics for specific Snaplex deployments.
Location: Choose the location to filter nodes based on where they run, such as in the cloud or on-premises.
Organization: Select the organization to view infrastructure metrics for a specific business unit.
Snaplex Name: Select a Snaplex Name to manage insights for a specific Snaplex runtime environment efficiently.
Running Nodes: Enter a threshold value to monitor the count of active nodes in the environment.
Down Nodes: Enter a threshold value to track the count of nodes that are currently inactive or unreachable.
Failure Rate: Enter a percentage threshold to monitor the rate of node or task failures.
Overall Efficiency: Enter a percentage threshold to track the performance and utilization efficiency of the infrastructure.
Click Apply to save your filter selections or Cancel to discard changes.
Dashboard Views
The dashboard provides four views: Infrastructure, Capacity, Node Level and User Activity
Infrastructure: Displays system health, node availability, status distribution, and Snaplex availability metrics. This view focuses on operational reliability and uptime monitoring.
Capacity: Displays capacity utilization metrics, including slot utilization, available capacity, capacity headroom, and memory allocation. This view focuses on resource consumption and planning.
Node Level: Displays hardware-specific configurations and system limits, including CPU core counts, memory capacity, JVM allocation, swap size, and max file descriptors. This view focuses on individual node specifications and tuning opportunities for performance engineering.
User Activity: Select this view to monitor and track actions performed by users within the environment. This view focuses on auditing user interactions and operational changes across the infrastructure.
Switching between tabs updates the dashboard to show metrics relevant to the selected view.
Infrastructure Metrics
The Infrastructure Metrics section provides a high-level summary of system health across Snaplex nodes. It displays key indicators that help teams monitor operational stability, identify failures, and evaluate overall infrastructure efficiency.
The KPI cards show values for the selected date range and update automatically when you change filters.
Key KPIs
Total Running Nodes: Displays the number of nodes that are currently operational and running.
Total Down Nodes: Displays the number of nodes that are currently offline.
Failure Rate: Shows the percentage of nodes that are offline compared to the total nodes.
Overall Efficiency: Displays a composite score that summarizes infrastructure health based on availability, status, and capacity indicators. Formula: (Node Availability × 40) + (Up and running status × 30) + (Capacity × 30).
The metrics help teams quickly understand whether the environment operates within acceptable reliability thresholds.
Status Distribution test
The Status Distribution test widget provides visibility into Snaplex health over time by showing the number of Snaplex instances in different operational states across the selected period. This helps you monitor reliability, identify instability patterns, and understand availability trends. This widget includes two views, a Bar Chart View for visual trend analysis and a Table View for detailed Snaplex data.
You can modify the date range using the Custom Date selector.
Bar Chart View
This displays status distribution using a stacked bar visualization, allowing you to compare Snaplex states across time intervals.
Key Metrics
Not Running: Number of Snaplex instances that are unavailable or down during the selected time period.
Up and Running: Number of Snaplex instances operating normally during the selected time period.
Alert: Number of Snaplex instances experiencing warnings or degraded conditions that may require attention.
Table View
Click the Expand icon to view the Status Distribution test data in a table format.
The expanded view provides detailed Snaplex information for the selected date range and includes configuration and export capabilities using the Export button.
Default Coulmns
Column
Description
Snaplex Label
Unique name assigned to the Snaplex instance for identification.
Environment
The environment where the Snaplex is configured.
Location
Hosting location of the Snaplex nodes.
Organization
The organization that owns the Snaplex instance.
Created
Date when the Snaplex was initially created.
Updated
Most recent date when the Snaplex configuration or status was updated.
Status
Current operational state of the Snaplex (for example, Up and Running or Alert).
Reserved Slots
Number of execution slots reserved for the Snaplex.
Max Slots
Maximum execution capacity available for the Snaplex.
Max Mem (%)
Maximum memory utilization percentage observed for the Snaplex nodes.
Running Nodes
Number of nodes currently operational within the Snaplex.
Down Nodes
Number of nodes that are not operational or unavailable.
Node Availability
The Node Availability widget provides visibility into Snaplex reliability over time by showing the percentage of available nodes across the selected period. This helps you monitor uptime consistency, identify reliability trends, and verify that your environment maintains continuous service.
This widget includes two views, a Line Chart View for visual trend analysis and a Table View for detailed Snaplex data. You can modify the date range using the Custom Date selector.
Line Chart View
This displays Node Availability using a time-series line visualization, allowing you to track availability trends across time intervals.
Key Metric
Node Availability: Shows the percentage of available nodes during the selected time period. Formula: (Running Nodes / Total Nodes) × 100
Table View
Click the Expand icon to view the Node Availability data in a table format. The expanded view provides detailed Snaplex information for the selected date range and includes configuration and export capabilities using the Export button.
Column
Description
Snaplex Label
Unique name assigned to the Snaplex instance for identification.
Environment
The environment where the Snaplex is configured.
Location
Hosting location of the Snaplex nodes.
Organization
The organization that owns the Snaplex instance.
Created
Date when the Snaplex was initially created.
Updated
Most recent date when the Snaplex configuration or status was updated.
Status
Current operational state of the Snaplex.
Running Nodes
Number of nodes currently operational within the Snaplex.
Down Nodes
Number of nodes that are not operational or unavailable.
Node Availability
Percentage of node availability calculated for the Snaplex.
Slot Utilization
The Slot Utilization widget provides visibility into how much of your Snaplex processing capacity is being used over time by showing the percentage of reserved slots relative to total available slots across the selected period. This helps you monitor capacity consumption, identify utilization trends, and ensure that sufficient resources are available to support workloads.
This widget includes two views, a Bar Chart View for visual capacity analysis and a Table View for detailed Snaplex data.
You can modify the date range using the Custom Date selector.
Bar Chart View
This displays Slot Utilization using a time-series bar visualization, allowing you to compare utilization levels across time intervals.
Key Metric
Slot Utilization: Show the percentage of utilized capacity during the selected time period. Formula:(Reserved Slots / Max Slots) × 100
Table View
Click the Expand icon to view the Slot Utilization data in a table format.
The expanded view provides detailed Snaplex information for the selected date range and includes configuration and export capabilities using the Export button.
Default Coulmns
Column
Description
Snaplex Label
Unique name assigned to the Snaplex instance for identification.
Environment
The environment where the Snaplex is configured.
Location
Hosting location of the Snaplex nodes.
Organization
The organization that owns the Snaplex instance.
Created
Date when the Snaplex was initially created.
Updated
Most recent date when the Snaplex configuration or status was updated.
Status
Current operational state of the Snaplex.
Reserved Slots
Number of slots currently allocated for workloads.
Max Slots
Maximum number of slots available in the Snaplex.
Slot Utilization
Percentage of utilized capacity calculated for the Snaplex.
Available Capacity
The Available Capacity widget provides visibility into remaining processing capacity across Snaplex environments by showing how many slots are still available for workload execution during the selected period. This helps you understand resource headroom, anticipate scaling needs, and ensure that your environment can support additional workloads without reaching limits.
This widget includes two views, a Line Chart View for visual trend analysis and a Table View for detailed Snaplex data.
You can modify the date range using the Custom Date selector.
Line Chart View
This displays Available Capacity using a time-series visualization, allowing you to track how remaining capacity changes over time.
Key Metric
Available Capacity: Shows the remaining capacity based on configured maximum slots and currently reserved slots during the selected time period. Formula: (Max Slots - Reserverd Slots) × 100
Table View
Click the Expand icon to view the Available Capacity data in a table format.
The expanded view provides detailed Snaplex information for the selected date range and includes configuration and export capabilities using the Export button.
Default Coulmns
Column
Description
Snaplex Label
Unique name assigned to the Snaplex instance for identification.
Environment
The environment where the Snaplex is configured.
Location
Hosting location of the Snaplex nodes.
Organization
The organization that owns the Snaplex instance.
Created
Date when the Snaplex was initially created.
Updated
Most recent date when the Snaplex configuration or status was updated.
Status
Current operational state of the Snaplex.
Reserved Slots
Number of slots currently allocated for workloads.
Max Slots
Maximum number of slots available for the Snaplex.
Available Capacity
Remaining capacity calculated for the Snaplex.
Capacity Headroom
The Capacity Headroom widget provides visibility into the remaining processing capacity available across Snaplex environments by showing the percentage of unused slots relative to total capacity over the selected period. This helps you understand how much additional workload your infrastructure can support and identify potential capacity constraints.
This widget includes two views, a Bar Chart View for visual analysis and a Table View for detailed Snaplex data.
You can modify the date range using the Custom Date selector.
Bar Chart View
This displays Capacity Headroom using a time-series visualization, allowing you to track how available capacity buffer changes over time.
Key Metric
Capacity Headroom (%): Shows the percentage of remaining capacity available after accounting for reserved slots during the selected time period. Formula: 100 − ((Reserved Slots / Max Slots) × 100)
Table View
Click the Expand icon to view the Capacity Headroom data in a table format.
The expanded view provides detailed Snaplex information for the selected date range and includes configuration and export capabilities using the Export button.
Default Coulmns
Column
Description
Snaplex Label
Unique name assigned to the Snaplex instance for identification.
Environment
The environment where the Snaplex is configured.
Location
Hosting location of the Snaplex nodes.
Organization
The organization that owns the Snaplex instance.
Created
Date when the Snaplex was initially created.
Updated
Most recent date when the Snaplex configuration or status was updated.
Status
Current operational state of the Snaplex.
Reserved Slots
Number of slots currently reserved within the Snaplex.
Max Slots
Maximum number of slots configured for the Snaplex.
Capacity Headroom (%)
Percentage of remaining capacity available for additional workloads.
Memory Allocation
The Memory Allocation widget provides visibility into memory usage across Snaplex environments by showing the percentage of allocated memory during the selected period. This helps you monitor resource consumption, identify trends in memory utilization, and ensure sufficient capacity is available for workloads.
This widget includes two views, a Line Chart View for visual trend analysis and a Table View for detailed Snaplex data.
You can modify the date range using the Custom Date selector.
Line Chart View
The Line Chart View displays Memory Allocation using a time-series visualization, allowing you to track how memory utilization changes over time.
Key Metric
Memory Allocation (%): Shows the percentage of total allocated memory for the Snaplex during the selected time period.
Table View
Click the Expand icon to view the Memory Allocation data in a table format.
The expanded view provides detailed Snaplex information for the selected date range and includes configuration and export capabilities using the Export button.
Default Coulmns
Metric
Description
Snaplex Label
Unique name assigned to the Snaplex instance for identification.
Environment
The environment where the Snaplex is configured.
Location
Hosting location of the Snaplex nodes.
Organization
The organization that owns the Snaplex instance.
Created
Date when the Snaplex was initially created.
Updated
Most recent date when the Snaplex configuration or status was updated.
Status
Current operational state of the Snaplex.
Memory Allocation (%)
Percentage of allocated memory configured for the Snaplex.
Snaplex Availability SLA
This table in the SnapLogic dashboard displays Snaplex availability and configuration details, allowing you to verify whether your Snaplex environments are meeting uptime expectations defined in service level agreements (SLAs).
The Export option allows you to download the table data for reporting, sharing, or offline analysis.
Default Coulmns
Column
Description
Snaplex Label
The display name assigned to the specific Snaplex instance.
Status
Indicates the current operational state of the Snaplex, such as Up and running or Alert.
Environment
The technical identifier or workspace associated with the Snaplex.
Location
The physical or virtual hosting location where the processing node runs.
Created
The date when the Snaplex was originally created.
Updated
The most recent date when the Snaplex status or configuration was modified.
Snaplex Availability SLA (%)
Represents the percentage of time the Snaplex environment has met its uptime requirements during the selected period. Formula: (Uptime / Total Time) × 100
Reserved Slots
The minimum number of processing slots guaranteed and allocated for the Snaplex environment.
Max Slots
The maximum number of processing slots that the Snaplex can scale to.
CPU Core Count
The CPU Core Count widget provides visibility into hardware inventory by displaying the total number of CPU cores across Snaplex environments over a selected period. This helps Infrastructure Managers monitor hardware resource allocation and perform capacity planning.
This widget includes two views: a Bar Chart View for visual analysis and a Table View for detailed node-level data.
You can modify the date range using the Custom Date selector.
Bar Chart View
This displays the CPU Core Count using a time-series visualization (Bar Chart or Box Plot), allowing you to track hardware inventory distribution over time.
Key Metric
CPU Core Count: Shows the number of hardware CPU cores extracted from node configuration data.
Table View
Click the Expand icon to view the CPU Core Count data in a table format.
The expanded view provides detailed Snaplex information for the selected date range and includes configuration and export capabilities using the Export button.
Default Columns
Snaplex Label
Unique name assigned to the Snaplex instance for identification.
Environment
The environment where the Snaplex is configured.
Location
Hosting location of the Snaplex nodes.
Organization
The organization that owns the Snaplex instance.
Created
Date when the Snaplex record was initially created.
CPU Core Count
The total number of CPU cores available for the specific Snaplex instance.
Total Memory Capacity
The Total Memory Capacity (GB) widget provides visibility into memory capacity planning by displaying the total memory resources available across Snaplex environments over a selected period. This helps Infrastructure Managers and Performance Engineers monitor resource allocation and plan for future infrastructure needs.
This widget includes two views: a Stacked Bar View for visual analysis and a Table View for detailed node-level data.
You can modify the date range using the Custom Date selector.
Stacked Bar View
This displays Total Memory Capacity using a time-series visualization, allowing you to track how the total memory footprint changes over time across different environments or organizations.
Key Metric
Total Memory Capacity: Shows the memory capacity planning metrics derived from node system data.
Table View
Click the Expand icon to view the Total Memory Capacity data in a table format.
The expanded view provides detailed Snaplex information for the selected date range and includes configuration and export capabilities using the Export button.
Default Columns
Snaplex Label
Unique name assigned to the Snaplex instance for identification.
Environment
The environment where the Snaplex is configured.
Location
Hosting location of the Snaplex nodes.
Organization
The organization that owns the Snaplex instance.
Created
Date when the Snaplex record was initially created.
Total Memory Capacity
The total memory capacity in GB available for the specific Snaplex instance.
JVM Memory Allocation
The JVM Memory Allocation widget provides visibility into JVM tuning opportunities by displaying the ratio of allocated JVM memory to total system memory across Snaplex environments over a selected period. This helps Platform and Performance Engineers identify sub-optimal memory configurations and optimize node performance.
This widget includes two views: a Bar Chart View for visual analysis and a Table View for detailed node-level data.
You can modify the date range using the Custom Date selector.
Bar Chart View
This displays JVM Memory Allocation (%) using a time-series visualization, allowing you to track how allocation trends change over time for specific Snaplex nodes.
Key Metric
JVM Memory Allocation: Shows the percentage of system memory assigned to the Java Virtual Machine.
Table View
Click the Expand icon to view the JVM Memory Allocation data in a table format.
The expanded view provides detailed Snaplex information for the selected date range and includes configuration and export capabilities using the Export button.
Default Columns
Snaplex Label
Unique name assigned to the Snaplex instance for identification.
Environment
The environment where the Snaplex is configured.
Location
Hosting location of the Snaplex nodes.
Organization
The organization that owns the Snaplex instance.
Created
Date when the Snaplex record was initially created.
JVM Memory
The maximum memory size allocated to the JVM.
Total Memory
The total physical memory available on the node.
JVM Memory Allocation
The calculated percentage of total memory utilized by the JVM.
Total Swap Size
The Total Swap Size widget provides visibility into system configuration tracking by displaying the total configured swap space on the node across Snaplex environments over a selected period. This helps Infrastructure Managers monitor virtual memory availability and ensure nodes have adequate overflow capacity.
This widget includes two views: a Bar Chart View for visual analysis and a Table View for detailed node-level data.
You can modify the date range using the Custom Date selector.
Bar Chart View
This displays Total Swap Size using a time-series visualization, allowing you to track virtual memory configuration trends over time.
Key Metric
Total Swap Size: Shows the system configuration tracking metrics derived from node system data.
Table View
Click the Expand icon to view the Total Swap Size data in a table format.
The expanded view provides detailed Snaplex information for the selected date range and includes configuration and export capabilities using the Export button.
Default Columns
Snaplex Label
Unique name assigned to the Snaplex instance for identification.
Environment
The environment where the Snaplex is configured.
Location
Hosting location of the Snaplex nodes.
Organization
The organization that owns the Snaplex instance.
Created
Date when the Snaplex record was initially created.
Total Swap Size
The total configured swap space in GB for the specific Snaplex instance.
Active Users Trend
The Active Users Trend widget provides visibility into user engagement by displaying the number of active users across different organizations and environments over a selected period. This helps administrators monitor platform adoption and track user interaction trends.
This widget includes two primary views: a Line Chart View for trend analysis and a Table View for granular user data.
You can modify the date range using the Custom Date selector.
Line Chart View
This displays the Active Users Trend using a time-series line visualization, allowing you to track how the volume of unique active users fluctuates over time.
Key Metric
Active Users: Shows the count of unique users who have performed actions within the environment during the specified time period.
Table View
Click the Expand icon to view the Active Users data in a table format.
The expanded view provides specific details regarding user activity for the selected date range and includes configuration and export capabilities using the Export button.
Default Columns
User
The unique identifier or name of the active user.
Organization
The business unit or organization the user belongs to.
Environment
The specific environment (e.g., PROD, STAGE) where the user was active.
Last Active
The most recent date the user recorded activity (found in the Inactive Users sub-view).
Inactive Days
The total count of days since the user's last recorded activity (found in the Inactive Users sub-view).
User Growth Rate
The User Growth Rate widget provides visibility into platform expansion by displaying the percentage increase or decrease in the user base across different organizations and environments over a selected period. This helps administrators track platform adoption velocity and evaluate the impact of onboarding initiatives.
This widget includes a Line Chart View for trend analysis.
You can modify the date range using the Custom Date selector.
Line Chart View
This displays the User Growth Rate (%) using a time-series line visualization, allowing you to track the percentage of growth or decline in the active user population over time.
Key Metric
Growth Rate: Shows the percentage change in unique active users compared to the previous specified time interval.
User Activity
The User Activity widget provides visibility into platform engagement by displaying the count of unique users who have recorded at least one action within the specified timeframe (Daily, Weekly, or Monthly). This helps administrators assess long-term engagement and evaluate platform stickiness.
This widget includes a KPI Card View for high-level summaries and a Table View for granular user activity details.
You can modify the date range using the Custom Date selector.
KPI Card View
This displays critical user engagement metrics as summary cards, allowing for a quick assessment of current activity levels.
Key Metrics
Active Users Count: The total number of unique active users recorded in the environment.
Daily Active Users (DAU): The count of unique users active within a 24-hour period.
Weekly Active Users (WAU): The count of unique users active within a 7-day period.
Monthly Active Users (MAU): The count of unique users active within a 30-day period.
Average User Engagement Score: The average measure of how actively users interact with and utilize the features of a product or platform.
FAQs
What is the main purpose of the SnapLogic Insights Dashboard? The SnapLogic Insights Dashboard provides visibility into Snaplex infrastructure health, availability, and capacity utilization. It helps organizations monitor uptime, detect reliability issues, and plan resource scaling effectively across environments in SnapLogic.
What does Node Availability represent? Node Availability shows the percentage of operational nodes compared to the total nodes during the selected time period.
What is Snaplex Availability SLA? Snaplex Availability SLA represents the percentage of time a Snaplex environment meets its uptime commitments based on service level agreements during the selected period.
How does the dashboard help with capacity planning? The dashboard provides metrics such as Slot Utilization, Available Capacity, Capacity Headroom, and Memory Allocation trends, enabling teams to predict growth needs and optimize infrastructure resources.
Can I filter the dashboard data? Yes. You can apply filters such as Environment, Location, and Organization to scope the data.
Can I export data from the dashboard? Yes. All table views include an Export option that allows you to download data for reporting, sharing, or offline analysis.
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