Identifying Key Enablers in Edge Intelligence

Organizers

Aaron Ding (TU Delft, NL)
Ella Peltonen (University of Oulu, FI)
Sasu Tarkoma (University of Helsinki, FI)
Lars Wolf (TU Braunschweig, DE)

For support, please contact

Jutka Gasiorowski for administrative matters

Shida Kunz for scientific matters

Documents

List of Participants
Shared Documents

Motivation

The Dagstuhl Seminar “Identifying Key Enablers in Edge Intelligence” brings together experts from distributed computing systems, edge infrastructures, applied artificial intelligence, machine learning, and related fields. Edge computing, a key part of the 5G networks and beyond, promises to decentralize cloud applications while providing more bandwidth and reducing latencies. The promises are delivered by moving application-specific computations between the cloud, the data producing devices, and the network infrastructure components at the edges of wireless and fixed networks. However, the current AI/ML methods assume computations are conducted in a powerful computational infrastructure, such as a homogeneous cloud with ample computing and data storage resources available. In this seminar, we discuss and develop presumptions for a comprehensive view of AI methods and capabilities in the context of edge computing, and provide a roadmap to bring together enablers and key aspects for edge computing and applied AI/ML fields.

Motivation text license
Creative Commons BY 3.0 DE
Aaron Ding, Ella Peltonen, Sasu Tarkoma, and Lars Wolf

Classification

Artificial Intelligence
Distributed / Parallel / And Cluster Computing
Networking And Internet Architecture

Keywords

Edge Computing
Communication Networks
Artificial Intelligence
Intelligent Networking

Documentation

In the series Dagstuhl Reports each Dagstuhl Seminar and Dagstuhl Perspectives Workshop is documented. The seminar organizers, in cooperation with the collector, prepare a report that includes contributions from the participants' talks together with a summary of the seminar.

Download overview leaflet (PDF).

Publications

Furthermore, a comprehensive peer-reviewed collection of research papers can be published in the series Dagstuhl Follow-Ups.

Dagstuhl's Impact

Please inform us when a publication was published as a result from your seminar. These publications are listed in the category Dagstuhl's Impact and are presented on a special shelf on the ground floor of the library.