Solution Accelerator
Telco Network Analytics
Pre-built code, sample data and step-by-step instructions ready to go in a Databricks notebook
Increase network reliability and reduce customer churn with robust data pipelines and accurate forecasting
This Solution Accelerator walks you through a data pipeline ingesting and transforming CDR (call detail records) and a sample of PCMD (per call measurement data) generated by a telecommunications network. Building a lakehouse through this pipeline enables downstream analysis of network reliability as well as forecasting and anomaly detection of tower activity.
- Monitor the health of your network by enriching and exposing your data through a real-time stream
- Easily integrate with existing platforms that store billing data, subscriber data, geospatial data, etc.
- Increase efficiency across data engineering and ML teams with the Lakehouse providing unified access to data
Resources
Case study
Connecting millions of customers with the largest 5G network
T-Mobile optimizes supply chain to meet 5G demand with Databricks Lakehouse
Case study
Protecting 182 million wireless customers from harm
AT&T migrates from Hadoop to Databricks to deliver innovations to customers
Solutions
Data analytics and ML for communication service providers
Decrease churn, improve service and create new revenue streams