Weather-related outages prediction
SES delivers global content connectivity solutions and is one of the most important satellite operators in the world. SES was the first operator to deliver a differentiated and scalable GEO-MEO offering worldwide, with over 50 satellites in Geostationary Earth Orbit (GEO) and 20 in Medium Earth Orbit (MEO). We teamed up with them to build a MEO monitoring solution for the gateways and their customers' terminals.
About SES
Founded: 1985
Location: Global Company
Industry: Telecommunications
Effective outage prediction
The time interval between the outage detection, its diagnosis and labeling, went from 20 minutes to less than 1 minute.
Approach
The RTM was built in Python, using the Flask stack to provide a RESTful API that exposes configurations and real time data.
Stage 1
Device connection
The app communicates with external services and uses networking protocols to talk to devices, from which it takes data used as input for the algorithms.
Stage 2
Data extraction and analysis
Real time metrics are collected and stored in a time series database, so we can later gain further insight into traffic patterns. For testing we made heavy use of the mock library to simulate responses from devices.
Stage 3
Dashboard customization
Finally we built customized dashboards to display the most relevant statistics needed for a customer or system operator.
Testimonial
Tryolabs' team was not only able to rapidly adapt to our own set of processes and culture, but to quickly grasp telecommunications concepts previously unknown to them. They were responsible for the software layer of an important part of our solution, implementing agile methodologies, great technical skills, daily communication and even on-site visits to our offices.
Andre Christian
VP PRODUCT DESIGN AND ENGINEERING, SES
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