IEEE International Conference on Communications
16–20 May 2022 // Seoul, South Korea // Hybrid: In-Person and Virtual Conference
Intelligent Connectivity for Smart World

WS-22: Workshop on Data Driven Intelligence for Networks and Systems (DDINS)

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

 

Organized in conjunction with IEEE ICC 2022

 

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
  • Relevant surveys
 
Important Dates
Paper submission deadline: January 20, 2022
Author notification: March 6, 2022
Camera ready: March 15, 2022
 
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 2022 website https://icc2022.ieee-icc.org/authors/call-submissions. All submitted papers will go through a peer review process. All accepted and presented papers will be included in the IEEE ICC 2022 proceedings and IEEE digital library. IEEE reserves the right to exclude an accepted and registered but not presented paper from the IEEE digital library.
 
The extended selected accepted papers in this workshop will be recommended for publications in Series on Data Driven Intelligence, Sustainability, and Systems in "Intelligent and Converged Networks" (journal jointly published by International Telecommunication Union (ITU) and Tsinghua University Press (TUP)) http://icn.tsinghuajournals.com/EN/column/item1649.shtml
 
Submission Link
 
Organizing Committee
General Chairs:
  • Chuan Heng Foh, University of Surrey, UK
  • Xianfu Chen, VTT Technical Research Centre of Finland, Finland
  • Celimuge Wu, The University of Electro-Communications, Japan
 
Technical Program Chairs:
  • Chee Yen (Bruce) Leow, Universiti Teknologi Malaysia, Malaysia
  • Jinsong Wu, Guilin University of Electronic Technology, China, and University of Chile, Chile
  • Zhi Liu, The University of Electro-Communications, Japan
 
Publicity Chairs:
  • Igbafe Orikumhi, Hanyang University, South Korea
  • William Liu, Auckland University of Technology, New Zealand
  • Adel Ben Mnaouer, Canadian University Dubai, UAE
  • Shahzad Ashraf, Hohai University, China
  • Yulei Wu, University of Exeter, UK
 
Keynote and Panel Chair:
  • Periklis Chatzimisios, International Hellenic University, Greece
 
Links to Previous Workshops
 
 
 

Patrons