Abstract

This project aims to build the scientific foundations for edge-to-cloud computing and catalyze research on innovative cyberinfrastructure (CI) and workflow management for the computing continuum. Edge computing is making significant inroads into our lives and is impacting the types of science and engineering we can do. Applications spanning from the edge to the cloud are used in environmental monitoring, precision agriculture, wildfire prediction, zooplankton classification, and construction. In computer science, many researchers are exploring techniques for federated learning. CI researchers are exploring edge-to-cloud solutions that can help process data at the edge and as it moves from the edge to the data center. However, efficiently executing edge-to-cloud applications is still a challenge. Edge devices are very heterogeneous and resource-limited (computing power, storage, network bandwidth, energy …

Date

January 1, 1970

Authors

Ewa Deelman

Journal

NSF Award Number 2403051. Directorate for Computer and Information Science and Engineering

Volume

24

Issue

2403051

Pages

3051