Vodafone Turkey takes one step ahead to monitor its network with Artificial Intelligence and multi-variant data correlation

19.10.2017

Vodafone Turkey has chosen TTG’s ABID+ (Anomaly detection) with a correlation based integration with TTG’S CMeX (Configuration Management tool) for its RAN network. In today’s data-driven world, creating a competitive advantage depends on your ability to transform massive volumes of data into meaningful sets. This is where the ABID+ and other relevant data correlations makes the difference.  

TTGs' ABID+ monitors Multivariate KPI’s in the RAN network to identify the abnormalities. Hence, correlation with parameter changes, network alarms from Netcool (Fault and Alarm Management) as well as correlation with local weather conditions (which is patented to TTG INT. LTD) system help engineers to isolate and pin down the root cause of the anomalies within the vast amount of data from RAN network.

ABID3

 

 

 

 

 

 

 

 

 

    ABID+ Multi-domain/data and Multi-Dimensional scaling, Clustering & correspondence Rout-Couse analysis Dashboard

In addition to the machine learning logarithms, ABID+ uses the Pearson Correlation Coefficient (PCC) to identify which KPIs are highly correlated with each other. This helps engineers to know which KPIs they should keep track of during anomaly situations in order to find the root cause.

 

PCC-KPI

                                              ABID+ Pearson Correlation Coefficient (PCC) KPI relation score board.

 TTG’s, ABID+, CMeX and relevant data correlation Vodafone will achieve customer satisfaction over the customers’ expectations. As well as will help them save OPEX and CAPEX.