elib
DLR-Header
DLR-Logo -> http://www.dlr.de
DLR Portal Home | Imprint | Privacy Policy | Contact | Deutsch
Fontsize: [-] Text [+]

OTE: Optimal Trustworthy EdgeAI solutions for smart cities

Mygdalis, Vasileios and Carnevale, Lorenzo and Martìnez-de-Dios, Jose Ramiro and Shutin, Dmitriy and Aiello, Giovanni and Villari, Massimo and Pitas, Ioannis (2022) OTE: Optimal Trustworthy EdgeAI solutions for smart cities. In: 8th IEEE International Symposium on Cloud and Services Computing, SC2 2018, pp. 842-850. IEEE. 22nd International Symposium on Cluster, Cloud and Internet Computing (CCGrid), 16.-19. May 2022, Taormina, Sicily, Italy. doi: 10.1109/CCGrid54584.2022.00100. ISBN 978 1 6654 9956 9.

[img] PDF - Only accessible within DLR
316kB

Official URL: https://ieeexplore.ieee.org/document/9826103

Abstract

This work studies and defines the problem of providing extensive and opportunistic Edge AI-based area coverage in smart city application scenarios, by researching and determining the optimal configuration of sensing and computational resources for minimizing the environmental/technology footprint of the solution. A typical smart city computing continuum consists of statically installed multimodal sensing Internet-of-Things (IoT) nodes at various city locations, accompanied by interconnected computational Cloud/Edge/IoT nodes. This paper presents Optimal Trustworthy EdgeAI (OTE), an entirely novel research pipeline, that complements existing smart city infrastructure with intelligent drone Edge/IoT nodes (in the form of modularly equipped unmanned aerial vehicles), capable of autonomous repositioning according to individual/collective sensing and coverage criteria. Thereby, we envisage the emerging cutting-edge technologies of trustworthy sensing, perceiving, modelling technologies for predicting the behavior of moving targets (e.g., citizens/vehicles/objects), understanding natural phenomena (e.g., sea wave motion, urban flora/fauna, biodiversity) in order to anticipate events (people's bad habits, environmental changes), by exploiting novel continuous data processing services across the whole span of the enhanced Cloud-Edge-IoT computing continuum.

Item URL in elib:https://elib.dlr.de/186165/
Document Type:Conference or Workshop Item (Speech)
Additional Information:PK-S Vorhaben 18: Exploration von Gaslecks und Emissionsquellen mittels autonomer Schwärme
Title:OTE: Optimal Trustworthy EdgeAI solutions for smart cities
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Mygdalis, VasileiosUNSPECIFIEDUNSPECIFIED
Carnevale, LorenzoUNSPECIFIEDUNSPECIFIED
Martìnez-de-Dios, Jose RamiroUNSPECIFIEDUNSPECIFIED
Shutin, DmitriyUNSPECIFIEDhttps://orcid.org/0000-0002-6065-6453
Aiello, GiovanniUNSPECIFIEDUNSPECIFIED
Villari, MassimoUNSPECIFIEDUNSPECIFIED
Pitas, IoannisUNSPECIFIEDUNSPECIFIED
Date:16 May 2022
Journal or Publication Title:8th IEEE International Symposium on Cloud and Services Computing, SC2 2018
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:No
DOI:10.1109/CCGrid54584.2022.00100
Page Range:pp. 842-850
Publisher:IEEE
ISBN:978 1 6654 9956 9
Status:Published
Keywords:Smart city, swarms, Cloud-Edge-IoT
Event Title:22nd International Symposium on Cluster, Cloud and Internet Computing (CCGrid)
Event Location:Taormina, Sicily, Italy
Event Type:international Conference
Event Dates:16.-19. May 2022
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Communication, Navigation, Quantum Technology
DLR - Research area:Raumfahrt
DLR - Program:R KNQ - Communication, Navigation, Quantum Technology
DLR - Research theme (Project):R - Swarm navigation
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of Communication and Navigation > Communications Systems
Deposited By: Shutin, Dmitriy
Deposited On:22 Jul 2022 15:40
Last Modified:31 Jan 2023 20:16

Repository Staff Only: item control page

Browse
Search
Help & Contact
Information
electronic library is running on EPrints 3.3.12
Website and database design: Copyright © German Aerospace Center (DLR). All rights reserved.