IoT on Spark
Big Data Consulting with a focus on Apache Spark.
Industrial IoT Data
What is currently measured? What goes into the cost of unscheduled downtime:
Trying to figure out if there is a real problem
Diagnosing the problem
Finding resources to fix the problem
Time spent even before repairs have begun
In a paper mill, one hour of down time can cost over
1 Million Dollars
Run the numbers
So how much money are you wasting on a 4-hour down time?
Do the math. Here’s a calculator.
How do we fix it?
when a part is going to fail by streaming real time sensor data and applying machine learning models
real-time alarm and trouble shooting integration
end-to-end remote monitoring on high value assets
- Millions of Sensors
- Millions of Events
- Store (audit, diagnosis)
- Near Real-time Processing
- IoT needs heavy writes and light reads
- We design to customer requirements
- AWS, Azure or on Prem
- Hosted PaaS
- Kafka Rest