Industrial Internet Application Development

Legacy analytics and challenges

In the IIoT, one of the common challenges is how to deploy and run the legacy analytics in modern data infrastructure. Typically, the legacy analytics can be a large number and the engineers who developed them may not have been with the company. However, to rewrite such analytics and deploy them in modern infrastructure can be a nightmare, as some of them can be mission critical. In such scenarios, it will be challenging to rewrite them in one go and to keep up with the cloud scale data requirements and scalability reasons. One option is the containerization of legacy analytics and deployment in modern infrastructure. The following is a reference architecture on how to Dockerize and run the legacy analytics ...