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Cloud Data Analytics along with Mobile App & Gateway Firmware Optimization using Data Engineering

Banner Data Engineering Home Automation

Client Overview

Cloud Data Analytics along with Mobile App & Gateway Firmware Optimization.

Business Need

  • The client was looking for a technology partner to help them reduce the increasing cost of cloud data transactions from their 5K+ field devices keeping the end-user experience intact

VOLANSYS Contribution

  • Captured 5K+ field devices data from cloud & validated it using various Python libraries like Pandas, Scipy, NumPy
  • Visualized the captured data in the form of different graphs
  • Derived insights from data analysis, identified the most frequent, redundant & duplicate transactions and strategically worked to optimize the cost
  • Redesigned overall cloud communication architecture based on the insights by improving the gateway firmware and mobile application to achieve ~87% cloud transaction optimization
  • Optimized gateway firmware & network requests for mobile app to communicate with cloud only when user is active on the app & upload data changes on cloud when required instead of frequent transactions

Solution Diagram

Diagram Data Engineering Home Automation

Benefits Delivered

  • Reduced operational cost with 87% reduction in average data transaction to the cloud
  • Enhanced application performance and user experience by optimizing reoccurring function calls and minimizing data requests from the cloud

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Success Stories