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Exceleron Communications
Telecom performance management

PM — Performance Management System

PM ingests KPI and counter data from across the operator network and serves it through dashboards for RAN, Core, KQI, SMSC, IN, PS-core and more. It is used by Jazz, formerly Mobilink.

20+Dashboards
MultiVendor feeds
ClickHouseKPI store
AIOn-prem or cloud
The journey

How PM works

A view of how work moves through PM.

1LoadVendor exports2TransformETL card verbs3StoreClickHouse cluster4VisualiseDashboards5SpotAnomaly picker
01 · Challenge

The challenge

Teams looking at PM usually face scattered counters, slow analysis and missed anomalies. KPIs sit in many vendor exports. Large history is slow to query. Outliers hide across thousands of cells. Left alone, these problems slow people down and make results harder to prove.

Scattered counters

KPIs sit in many vendor exports.

Slow analysis

Large history is slow to query.

Missed anomalies

Outliers hide across thousands of cells.

02 · Capabilities

What it does

PM covers RAN and Core, KQI and VoLTE, SMSC and IN, Regional pulse, Anomaly picker and Snapper in one solution. Each capability below does a specific job, and together they follow the work from load to spot.

RAN and Core

Radio, Core and PS-core dashboards.

KQI and VoLTE

Service quality, VoLTE, OTT and roamers.

SMSC and IN

Messaging and intelligent network views.

Regional pulse

Regional KPI health at a glance.

Anomaly picker

A nightly view of unusual KPIs.

Snapper

Scheduled dashboard snapshots.

03 · How it works

How it works

PM follows 5 clear steps. DataLoader takes exports from ZTE, Huawei and network systems. From there, work moves through each stage until the final step: snapshots keep management informed.

  1. Collect

    DataLoader takes exports from ZTE, Huawei and network systems.

  2. Bridge

    KpiBridge moves KPI data into ClickHouse.

  3. Calculate

    KPI formulas turn counters into measures.

  4. Present

    Teams open dashboards by domain and region.

  5. Share

    Snapshots keep management informed.

04 · Outcomes

Outcomes

The result is a clearer way of working: one dashboard suite, column-store speed, scheduled snapshots, anomaly picker and calculated KPI library. These are the changes teams should expect once PM is part of daily operations.

OneKPI suite
FastColumn-store queries
RegionalData rights
NightlyAnomaly view
05 · Audience

Who it's for

PM is designed for RF teams, Core teams, NOC and Management. Each group gets something different from it, as the cards below show.

RF teams

Radio KPIs.

Core teams

Core and PS-core.

NOC

Regional health.

Management

Scheduled snapshots.

06 · AI

AI integrated

PM integrates with the Exceleron AI Layer, on-prem or in the cloud, using RAG for grounded answers and MCP to connect tools and data.

07 · Change

Before and after

What changes for your team with PM.

Before

  • Vendor-by-vendor reports
  • Slow history queries
  • Manual snapshots
  • Hidden outliers
  • Spreadsheet KPIs

With PM

  • One dashboard suite
  • Column-store speed
  • Scheduled snapshots
  • Anomaly picker
  • Calculated KPI library
08 · Technology

Technology explained

These are the technologies and formats PM works with, explained in plain language.

ZTE
Vendor exports from ZTE network equipment.
Huawei
Vendor exports from Huawei network equipment.
SDP
Service Delivery Platform data on subscriber services.
Air
Data feed from the operator charging environment.
CCN
Charging Control Node data used for charging analysis.
OCC
Online charging data feed.
NPM
Network performance monitoring data feed.
SmartCare
Huawei customer experience analytics data feed.
ClickHouse
Column-based database built for fast queries on very large datasets.
SQL Server
Microsoft relational database.