NetPM
What is NetPM?
This is the next generation performance management tool that make use of state of the art Analytics database – Clickhouse.
Performance management is all about accurate data in a sub 1 minute turn-around time, with full drilldown capability from network to cell level from 1 year to 1 hour intervals.
Performance management is all about accurate data in a sub 1 minute turn-around time, with full drilldown capability from network to cell level from 1 year to 1 hour intervals.
- Capture, parse, load, and store over 1m cells per hour with 50,000 parameters each into the database
- Cross Vendor Cross Technology data aggregation into a single repository with multiple data structures converted into an Array
- Full KPI builder with immediate access to raw data and KPI calculation on the fly to ensure accurate KPI calculations
- Store Raw Data and KPI data in database
- KPI Aggregation only on formula level, which allows for full-time and element drill-down on the fly with results in less than 1 minute (normally < 10 sec)
- Fully integrated dashboard for pre-set of KPI levels and views
- Fully integrated alarming on any KPI activity with event builder that can be set with thresholds and count of occurrences on any aggregation level
- Currently handling over 10 Trillion Records in one single table in database
Collect data from Source
- Auto Retry and back-pressure on process
- Pull/Push File collection (3GPP XML, CSV, etc)
- Message Queue processing
- Web API Based Requests
Parse and Load
- Data parsed from a multi-structured format to a standardized format
- Optimised multi-threaded scalable inline processing
- Adaptable error handling
- Rapid Parser Development and deployment
- High throughput inline loading of data
- Delayed and duplicate data processed inline without intervention
- Multiple Granularity Period handling with data roll up
- File archiving and process tracking for audit purposes
Quality
- Data validation and integrity checking
- Rules based quality checks
- File and record audit control
- Visibility of Loading Statistics
- Time when data arrive (timestamp of File)
- Time when data was recorded (timestamp of counter)
Groom Data
- Integrated with KPI Builder
- Store Groomed data separate table
- Pre-associated fields for quick initial analysis
- Pre-associated fields for quick initial analysis
- Sub-parse ID fields with key-identifier
Integrated KPI Builder
- Create KPIs with full version control
- Back-fill capability when formula change
- Only formula aggregation
- Time and Element are filtered on the fly
- Numerator and Denominator stored separately
- Back-fill creating of Groomed Data
- Immediate preview of ALL Raw data
- Add associated fields to KPI for Dashboards
Dashboard Builder
- Drag and Drop Graphing
- Add KPI data available
- No pre-aggregation on elements or time
- Access control on Dashboards
- Drill Down on element and Time
- Filter on any field
- GIS Integrated
KPI & Raw Data Analyzer
- View all Raw Data and filter up to 1 year on hourly data
- Full drill down on KPIs per element
- Full filter on all associated Data
- Associated fields automatically created
- Role-based Access control on Data level
- Save views for analysis
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