Control your analytics at scale on large amount of IoT data generated every day
Every mining machine carries more than 10 sensors
Tasks executed every hour
Integration with various Big Data tools
Komatsu acquired JoyGlobal in 2017
Komatsu produces mining equipments which embed multiple sensors that helps users in their daily tasks. It can help them prevent issues, add preventive maintenance, target areas with higher production yield or even target training for users.
All the information collected required to be stored and analyse to provide value.
Activeeon roles is then to orchestrate and schedule analytic workflows at scale and on any cloud.
Some of the requirements where:
The final architecture can be seen below.
As shown above the data is ingested and stored in different storage types. ProActive from Activeeon is consuming this data based on parameters collected from the master data storage to perform analytics. The results are then published in multiple place to be consumed by operators.
Activeeon has achieved this integration thanks to its open architecture. ProActive has managed to be integrated with multiple Big Data solutions such as:
Moreover, the various languages supported by the solution enabled the data analytics team to select their favorite language such as R, Python or Matlab.