the 5-th IEEE International Workshop on Data Driven Intelligence for Networks and Systems (DDINS)
organized in conjunction with IEEE ICC 2023
Submission link: https://www.edas.info/newPaper.php?c=30413
The extended selected accepted papers in this workshop will be recommended for publications in
1. Green Technologies and Sustainability (GTS) (https://www.keaipublishing.com/en/journals/green-technologies-and-sustainability , ISSN:2949-7361), co-published by Elsevier and China Science Publishing & Media Ltd., jointly called KeAi
2. 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)), https://www.sciopen.com/journal/message_news/get_by_id?id=1510175250746765313&issn=2708-6240
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:
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Data driven intelligence supported approaches and technologies
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Data driven intelligence supported applications and systems
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Quality of Service (QoS) and Quality of Experience (QoE) support
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Resource allocation and transmission scheduling
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Medium access control design
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Data centers and cloud systems
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Radio access technology selection
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Spectrum sharing in intra- and inter-tier HetNets
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Traffic load estimation and resource reservation
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User mobility prediction and handover support
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Network fault detection and self-healing
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Network self-configuration and self-organization
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Intrusion detection and self-protection
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Machine learning relevant topics
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Relevant analysis and modelling
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Data driven green technologies
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Data driven green communications and computing
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Relevant surveys
Important Dates
Paper submission deadline: extended to 3 February 2023 (Final & Firm)
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.
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
