IEEE International Conference on Communications
28 May – 01 June 2023 // Rome, Italy
Sustainable Communications for Renaissance

WS-02: 5th Workshop on Data Driven Intelligence for Networks and Systems (DDINS)

WS-02: 5th Workshop on Data Driven Intelligence for Networks and Systems (DDINS)

IEEE Fifth International Workshop on Data Driven Intelligence  for Networks and Systems (DDINS)

Organized in conjunction with IEEE ICC 2023

 

Scope

Network traffic is expected to grow exponentially in the next decade thanks to the advances in smart devices, Internet of Things (IoT) and cloud computing. Not only the volume of the traffic is increasing, the characteristics of the traffic are also becoming more diverse. To properly manage traffic diversity, different but coherent strategies are needed at different protocol layers, and this often results in complex designs in the network which are difficult to deploy and manage. The recent advancement in artificial intelligence (AI) technology has provided a promising approach to deal with complex problems faced in the network and/or systems design and operation. The trend towards highly integrated networks with diverse underlying access technologies to support simultaneously multiple vertical industries has demanded complex operation in the network and/or systems. This represents a great challenge in network and/or systems design.

 

Topics

This Workshop focuses on applying AI technologies to deal with the networks and/or systems, particularly the machine learning techniques that are based on empirical or simulated data. Topics that may apply data driven intelligence to manage the complexity of a smart networks and/or systems include, but not limited to:

  • Data driven intelligence supported approaches and technologies

  • Data driven intelligence supported applications and systems

  • Quality of Service (QoS) and Quality of Experience (QoE) support

  • Resource allocation and transmission scheduling

  • Medium access control design

  • Data centers and cloud systems

  • Radio access technology selection

  • Spectrum sharing in intra- and inter-tier HetNets

  • Traffic load estimation and resource reservation

  • User mobility prediction and handover support

  • Network fault detection and self-healing

  • Network self-configuration and self-organization

  • Intrusion detection and self-protection

  • Machine learning relevant topics

  • Relevant analysis and modelling

  • Network self-configuration and self-organization

  • Intrusion detection and self-protection

  • Green communication and networks

  • Relevant surveys

 

Important Dates

Paper submission deadline: January 20, 2023

Author notification: March 6, 2023

Camera ready: March 15, 2023

 

Submission Procedure

Submitted papers must represent original material which is not currently under review in any other conference or journal and has not been previously published. Paper length should not exceed six-page standard IEEE conference two-column format (including all text, figures, and references). Please see the Author Information page for submission guidelines in the IEEE ICC 2023 website https://icc2023.ieee-icc.org/authors/call-workshop-papers. All submitted papers will go through a peer review process. All accepted and presented papers will be included in the IEEE ICC 2023 proceedings and IEEE digital library. IEEE reserves the right to exclude an accepted and registered but not presented paper from the IEEE digital library.

Submission

Submission via EDAS.

Organizing Committee

General Chairs:

  • Jinsong Wu, Guilin University of Electronic Technology, China, and University of Chile, Chile

  • Stefano Giordano, University of Pisa, Italy

  • Zhi Liu, The University of Electro-Communications, Japan

Technical Program Chairs:

  • Chee Yen (Bruce) Leow, Universiti Teknologi Malaysia, Malaysia

  • William Liu, Auckland University of Technology, New Zealand

  • Tao Chen, VTT Technical Research Centre of Finland, Finland

  • Periklis Chatzimisios, International Hellenic University, Greece

Steering Committee:

  • Chuan Heng Foh, University of Surrey, UK

  • Jinsong Wu, Guilin University of Electronic Technology, China, and University of Chile, Chile

  • Periklis Chatzimisios, International Hellenic University, Greece

 

Links to Previous Workshops

The 1st DDINS: https://icc2019.ieee-icc.org/workshop/w15-first-international-workshop-data-driven-intelligence-networks-and-systems-ddins

The 2nd DDINS: https://infocom2020.ieee-infocom.org/workshop-data-driven-intelligence-networks-and-systems

The 3rd DDINS: https://icc2021.ieee-icc.org/workshop/ws-22-3rd-workshop-data-driven-intelligence-networks-and-systems

The 4th DDINS: https://icc2022.ieee-icc.org/program/workshops/ws-22-workshop-data-driven-intelligence-networks-and-systems-ddins

Patrons