IEEE/IFIP Network Operations and Management Symposium
8–12 May 2023 // Miami, FL // USA

6TH INTERNATIONAL WORKSHOP ON INTELLIGENT TRANSPORTATION AND AUTONOMOUS VEHICLES TECHNOLOGIES (ITAVT 2023)

May, 12th 2023

Room 126

9:00-9:15 WELCOME AND OPENING SESSION

Marwane Ayaida, Université Polytechnique Hauts-de-France, France

9:15-10:30 Keynote: Large scale distributed sensing and data storage using CAVs : Turning vehicular networks into city-wide perception hubs

Prof. Mohamed Yacine Ghamri-Doudane

Chair: Marwane Ayaida, Université Polytechnique Hauts-de-France, France

Abstract:

The growth in the number of mobile devices today result in an increasing demand for large amount of rich content to support numerous applications. It is however challenging for the current cellular networks to deal with such increasing demand, both in terms of cost and bandwidth that are necessary to handle the “massive” content generated and consumed by mobile users in an urban environment. This is partly due to the connection-centric nature of current mobile systems. Alternatively, the technological advancement in modern vehicles allow us to harness their computing, caching and communication capabilities to supplement infrastructure network while enabling numerous location-based services towards city smartification. It is now imaginable to recruit connected and autonomous vehicles (CAVs) to collect, store and share heterogeneous data on urban streets in order to provide citizens with a various set of such services. In this talk, our aim is to present some of our past results and future research directions on how to efficiently collect and store contents by and within the vehicles themselves in the vicinity of the consumers, aka the urban mobile user, while reducing bandwidth demand and cost. Hence, we will briefly discuss the necessity to define novel centrality metrics, based on the social interest of urban users, to identify and select the appropriate set of best candidate vehicles to perform urban data sensing and collection in a distributed way. Then, we show how complex networks principles and game-theoretic approaches can be leveraged in order to realize a social-aware data storage system to perform collaborative content caching in an urban environment. Discussing how such solutions, necessitating no infrastructure support, could allow novel usages at smart city’s scale will conclude the talk.

Biography

Yacine Ghamri-Doudane is currently Full Professor at the La Rochelle University in France, and the Director of its Laboratory of Informatics, Image and Interaction, L3i (~120 members + ~30 interns per year). Since January 2019, he also holds an Adjunct Professor position at the Walton Institute for Information and Communication Systems Science, South-East Technological University, SETU, Waterford, Ireland. Yacine received an engineering degree in computer science (M.Eng) from the National Institute of Informatics (INI), Algiers, Algeria, in 1998, an M.Sc. degree in signal, image and speech processing from the National Institute of Applied Sciences (INSA), Lyon, France, in 1999, a Ph.D. degree in computer networks from University Pierre & Marie Curie, Paris 6, France, in 2003, and a Habilitation to Supervise Research (HDR) in Computer Science from Université Paris-Est, in 2010. His current research interests lay in the area of wireless networking and mobile computing with a current emphasis on topics related to the Internet of Things (IoT), Connected and Autonomous Vehicles, Edge Computing Systems, 5G and Beyond as well as Digital Trust. Yacine holds three (3) international patents and he authored or co-authored eight (8) book chapters, about 51 peer-reviewed international journal articles and about 179 peer-reviewed full conference and workshop papers. Since 1999, he participated or still participates to several national and European-wide research projects in his area of interests. Among them five regional research projects (three ongoing), five national-wide research projects (two ongoing), fourteen European-wide or International-wide research projects (four on-going) as well as three EU COST Actions. He also held several industrial funding with companies like Orange, Nokia, Renault, OODrive, Soft@Home (Orange Group) and PANGA. As part of his professional activities linked to the computer networking research community, Yacine also acts as the Chair of the IEEE Smart Cities Technical Community 2.0 Meetings and Conferences Committee since May 2022. He acted as the Chair of the IEEE Communications Society (ComSoc) Technical Committee on Information Infrastructure & Networking (TCIIN – previously TCII) from January 2010 till December 2013 and also chaired the IEEE ComSoc Humanitarian Communications Technologies Ad hoc Committee (HCTC) from January 2012 till December 2015. He was also part of the IEEE Smart Cities Initiative Steering Committee from 2014 to 2017 as well as since 2022. He is or had been an editorial board member of the IEEE TVT (ongoing), Elsevier JNCA, Elsevier ComNet, Springer AoT Journals, Wiley WCMC, Guest Editor of IEEE ComMag, IEEE IoT Journal, Springer/EURASIP WCN Journal, co-Editor in Chief of the Elsevier/KICS ICT Express Journal (ongoing) as well as the founding Editor-in-Chief of the IEEE ComSoc Ad Hoc and Sensor Network Technical Committee (AHSN TC) Newsletter. Among other conference involvements, he acted or is still currently acting as the TPC Chair of IEEE LatinCom 2022, IEEE MeditCom 2021, IEEE/IFIP IM 2021, and IEEE CCNC 2015, Symposium co-Chair in IEEE ICC 2009, 2010, 2012, 2018 and 2021 as well as IEEE GLOBECOM 2012 and 2015, Workshop co-Chair for IEEE GLOBECOM 2023 and finally Track co-Chair in IEEE CCNC 2023 and 2024 as well as in IEEE Sensors 2022 and 2023. He is a Senior Member of the IEEE. (CV & Bio:http://goo.gl/6wnUvJ)

10:30-11:00 Break

11:00-12:15 Session 1: AI & ML for Vehicular Networks

Chair: Hichem Sedjelmaci, Ericsson R&D Security, France

Machine learning based detection of replay attacks in VANET
Aman Kumar, University of Windsor, Canada
Muhammad Anwar Shahid, University of Windsor, Canada
Arunita Jaekel, University of Windsor, Canada - Presenter
Ning Zhang, University of Windsor, Canada
Marc Kneppers, Telus Communications Inc., Canada
 
Federated learning for vehicular coordination use cases
Laszlo Toka, Budapest University of Technology and Economics, Hungary
Mark Konrad, Budapest University of Technology and Economics, Hungary
Istvan Pelle, Budapest University of Technology and Economics, Hungary - Presenter
Balázs Sonkoly, Budapest University of Technology and Economics, Hungary
Marcell Szabo, Budapest University of Technology and Economics, Hungary
Bhavishya Sharma, Indian Institute of Technology Hyderabad, India
Shashwat Kumar, Indian Institute of Technology Hyderabad, India
Madhuri Annavazzala, Indian Institute of Technology Hyderabad, India
Sree Teja Deekshitula, Indian Institute of Technology Hyderabad, India
Antony Franklin A, Indian Institute of Technology Hyderabad, India
 
Federated Learning Aided Deep Convolutional Neural Network Solution for Smart Traffic Management
Guanxiong Liu, New Jersey Institute of Technology, USA
Nicholas Furth, New Jersey Institute of Technology, USA
Hang Shi, New Jersey Institute of Technology, USA
Abdallah Khreishah, New Jersey Institute of Technology, USA - Presenter
Jo Young Lee, New Jersey Institute of Technology, USA
Nirwan Ansari, New Jersey Institute of Technology, USA
Yaser Jararweh, Jordan University of Science and Technology, Jordan
 
Traffic Flow based Feature Engineering for Urban Management Systems
Hongfan Mu, University of Ottawa, Canada - Presenter
Noura Aljeri, University of Ottawa, Canada
Azzedine Boukerche, University of Ottawa, Canada

12:15-13:30 Lunch

13:30-15:00 Session 2: Advances in Applications and Services for Vehicular Networks

Chair: Marwane Ayaida, Université Polytechnique Hauts-de-France, France

A Distributed Zero Trust Framework for 6G RAN
Hichem Sedjelmaci, Ericsson R&D Security, France - Presenter
Kamel Tourki, Ericsson R&D Security, France
 
On the Real Evaluation of a Collective Perception Service
Pedro Almeida, Instituto de Telecomunicações, Portugal - Presenter
Andreia Figueiredo, Instituto de Telecomunicações, Portugal
Pedro Rito, Instituto de Telecomunicações, Portugal
Miguel Luis, Instituto de Telecomunicações, Portugal
Susana Sargento, Instituto de Telecomunicações, Portugal

 

Comparative Analysis of 2D Object Detection Algorithms and real-time implementation using RTMAPS
Moad Dehbi, Université Polytechnique Hauts-de-France, France
Yassin El Hillali, Université Polytechnique Hauts-de-France, France
Atika Rivenq, Université Polytechnique Hauts-de-France, France
Marwane Ayaida, Université Polytechnique Hauts-de-France, France - Presenter

 

A Crash Response System using LoRa-based V2X Communications
Bruno Carneiro da Cunha, University of São Paulo, Brazil
Daniel Macêdo Batista, University of São Paulo, Brazil - Presenter
Roberto Hirata Jr., University of São Paulo, Brazil
Kifayat Ullah, CECOS University of IT and Emerging Sciences, Pakistan
 
Digital Map Generation Workflow Demonstrated on ZalaZONE Automotive Proving Ground Elements
Árpád Somogyi, Budapest University of Technology and Economics, Hungary
Tamas Tettamanti, Institute for Computer Science and Control of the Eötvös Loránd Research Network, Hungary
Pal Varga, Budapest University of Technology and Economics, Hungary - Presenter
Zsolt Szalay, Budapest University of Technology and Economics, Hungary
Dániel Baranyai, Budapest University of Technology and Economics, Hungary
Tamás Lovas, Budapest University of Technology and Economics, Hungary
 
Empirical Performance Evaluation of Open Source SDN Controllers in different Network Topologies
Hafiz Mati Ur Rahman, National University of Sciences & Technology, Pakistan
Ghulam Bahoo, National University of Sciences & Technology, Pakistan
Lamees Zafar, National University of Sciences & Technology, Pakistan
Ibrahim Al-oqily, The Hashemite University, Zarqa, Jordan
Hasan Ali Khattak, National University of Sciences & Technology, Pakistan - Presenter
Arsalan Ahmad, Oklahoma State University, USA

15:00-15:30 Break

Patrons