REALTIME PERFORMANCE OPTIMIZATION

REALTIME PERFORMANCE OPTIMIZATION

FAULT AND OUTAGE  PREDICTION AND  PREVENTION

FAULT AND OUTAGE
PREDICTION AND
PREVENTION


We Take the Data in its Rawest format and Process it to extract features for our AI System

We Take the Data in its Rawest format and Process it to extract features for our AI System

After Data Engineering, Over  14,000 features  are input into 3TEN8 AI System

After Data Engineering, Over 14,000 features are input into 3TEN8 AI System

The AI System  Forecasts  Capacity and Performance with Deep Neural Networks and LSTM

The AI System Forecasts Capacity and Performance with Deep Neural Networks and LSTM

We Create  Knowledge Graphs  for  Transparency

We Create Knowledge Graphs for Transparency

Detect  Anomalous Network Behavior,  which may be  Leading Indicators  of Failures or Outages

Detect Anomalous Network Behavior, which may be Leading Indicators of Failures or Outages

Unsupervised Classification  is appleid on the Anomalous Network Behavior Detected

Unsupervised Classification is appleid on the Anomalous Network Behavior Detected

Root Cause Analysis and  Leading   Indicators of Failures are Learned

Root Cause Analysis and Leading Indicators of Failures are Learned

In a Proof Of Concept, our AI Platform has Predicted  73% of Outages and Faults  in a tier-1 Network with over  40 Hours of Lead Time

In a Proof Of Concept, our AI Platform has Predicted 73% of Outages and Faults in a tier-1 Network with over 40 Hours of Lead Time