Tag Archives: Edge

Part3: Use case on Migrating real time IoT data analytics to Edge

Continuing from Part2 , as mentioned in that post, I will explain a real world use case and how we approached it in this article. As-Is Solution Our platform was an industrial asset condition monitoring system developed using GcP IoT Core and other key GCP products. At the factory level, we had our own proprietary industrial gateways whichContinue reading “Part3: Use case on Migrating real time IoT data analytics to Edge”

Part 2 : Guidelines for Moving Real time data processing from Cloud to Edge

Continuing on Part1 , In this article, I will highlight the strategy, steps to follow, things to consider and possibly the best practices to do before moving the real time data analytics load from Cloud to edge. This is mostly aimed to serve as a guideline in architecture and process drafting while the enterprise is moving towardsContinue reading “Part 2 : Guidelines for Moving Real time data processing from Cloud to Edge”

Part 1 : Apache Beam : Key Pillar in IoT driven Digital Transformation

This is the first of three part series where I will be covering Apache Beam. While this part talks about features and benefits, the next part will give code examples and the last part will detail on how to migrate existing data streaming logics from cloud to edge. Digital transformation has been an overused andContinue reading “Part 1 : Apache Beam : Key Pillar in IoT driven Digital Transformation”

Containerizing Python based AI Model for ARM64 Devices(Raspberry Pi )

At Techolution we are working on deploying complex AI model to edge. While Intel based industrial gateways are generally used in our production deployments, for our experiments and trying out prototypes, we use RaspberryPi. Specially RaspberryPi4 to be specific. Since Linux is the OS which we use for production, we use Linux in our Pi’s as well,Continue reading “Containerizing Python based AI Model for ARM64 Devices(Raspberry Pi )”