Edward Curry

Data-Driven Windows to Accelerate Video Stream Content Extraction in Complex Event Processing

2019

This work presents a data-driven adaptive windowing approach to accelerate video content extraction in DNN-based Complex Event Processing (CEP) systems. The CEP windows continuously monitor low-level content of incoming video frames and exploit interframe correlations …

Federated Learning Meets Blockchain in Decentralized Data Sharing: Healthcare Use Case

2024 · IEEE Internet of Things Journal

In the era of data-driven healthcare, the amalgamation of blockchain and Federated Learning (FL) introduces a paradigm shift towards secure, collaborative, and patient-centric data-sharing. This paper pioneers the exploration of the conceptual framework and technical …