Stream Data Analytics Pipeline Based on IoT Big Data Environment for Safer Fleets and Smart Cities

Road safety affects everyone, not just Geotab customers. With several years of driving and environmental data
from over 2 million connected vehicles we have an opportunity to make our customers safer, as well as our
communities and cities. To reduce accidents, we need to understand both the driving behavioural patterns that
are predictive of accidents, and the environmental factors involved. To achieve this, the data infrastructure
should be capable of processing a series of real-time telematics data, as well as time-series historical records
generated from existing machine learning models to respond to real world incidents within a short period of
latency.

Faculty Supervisor:

Ben Liang

Student:

Partner:

Geotab Inc

Discipline:

Computer science

Sector:

Information and cultural industries; Professional, scientific and technical services; Transportation and warehousing

University:

University of Toronto

Program: