Poster: Reliable 3D Reconstruction for Ad-hoc Edge Implementations
This addresses reliability issues for real-time video processing applications on edge systems, but appears incremental as it adapts an existing theory to a specific domain.
The paper tackles the problem of unreliable 3D reconstruction in ad-hoc edge deployments due to system disruptions, presenting a portfolio theory-inspired resource management strategy to improve reliability.
Ad-hoc edge deployments to support real-time complex video processing applications such as, multi-view 3D reconstruction often suffer from spatio-temporal system disruptions that greatly impact reconstruction quality. In this poster paper, we present a novel portfolio theory-inspired edge resource management strategy to ensure reliable multi-view 3D reconstruction by accounting for possible system disruptions.