Serverless Mobility

This repository contains PoCs for a public transport analytics system using serverless technologies.

Prerequisites

docker compose up

A Grafana dashboard is provided for monitoring the demo at http://localhost:3000. The default credentials are admin/admin.

This demo includes the following components:

2 Simulated IoT devices (Python), each pretending to be a sensor measuring the number of people in a bus.
A message queue (RabbitMQ), where the IoT devices publish their messages.
A message preprocessor (Python), that receives the messages from the queue and stores them in the cache.
A cache (Redis), where the preprocessor stores the messages.
A simulated data fusion engine (Python), that receives the messages from the cache, calculates the bus occupancy by averaging the values received from the sensors, and stores the results in the database.
A database (PostgreSQL with the TimescaleDB plugin), where the data fusion engine stores the results.
A Grafana dashboard, where the results are visualized.

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
consumer		consumer
fusion		fusion
grafana/provisioning		grafana/provisioning
light_sensor		light_sensor
timescaledb		timescaledb
wlan_probe		wlan_probe
.env		.env
README.md		README.md
docker-compose.yml		docker-compose.yml
test_redis.py		test_redis.py