Real-time Service-based Stream-processing of High-resolution Videos

Abstract

This paper reports on a service-based approach to enable real-time stream-processing of high-resolution videos. It presents a concept for integrating black-box image and video processing operations into a streaming framework. It further describes approaches to optimize data flow between the processing implementation and the framework to increase throughput and decrease latency. This enables the composition of streaming services to allow scaling for further throughput increase. We demonstrate the effectiveness of our approach by means of two real-time streaming-processing application examples.