TELCO - EDGE EFFICIENCY
Case study
— THE CHALLENGE
- International Data Corporation (IDC) predicts that by 2025, nearly 45% of the world’s data will move closer to the network edge
- Latency and bandwidth optimizations have clearly become the most driving factors in edge computing importance
- Service providers are looking for solutions that would allow them utilize edge infrastructure, reduce traffic and cloud processing – which can generate significant operation savings
— THE SOLUTION
- Flexgent customized microservice for the far edge gateway can utilize lightweight, edge specific hardware to process IoT acquired data and make a decision right at the edge
- Flexibility of the solution enables end customers to easily create custom microservice using .NET C# templates and IOT Fabric features
- Created microservices are managed by Flexgent LCM and can be deployed to the edge directly from Flexgent Management Cloud
- Edge processing can be even distributed across many far edge gateways to provide additional processing capabilities
— THE SOLUTION
- Such lightweight and low-cost hardware as Nvidia JETSON NAN, with limited GPU capacity with Image Classifier AI microservice and Flexgent framework, allowed us to reach the following video stream object detection performance characteristics:
Image resolution (FPS)
224×224 (10 FPS)
320×320 (8 FPS)
416×416 (6-7 FPS) - With such preprocessing right at the far Edge service providers can limit frames that are sent to cloud-only to ones with detected objects. Redacting cloud processing demand and up to the cloud steaming service providers can generate significant operational savings.
— THE BENEFITS
- Utilizing far edge infrastructure Service Providers by adopting Flexgent solution, can significantly improve operation costs by limiting network traffic and reducing cloud processing
- With Flexgent far edge preprocessing can provide immediate decision-making capabilities or could be used to filter out meaning-less data close to the acquisition source
- Far edge microservice implementation is easy and robust. Softgent professional services team can be utilized to assure quick time-to-market
