[hpc-announce] Final CfP: 2st IEEE/IFIP Workshop on GenerativeAI for Network Management (In conjunction with IEEE/IFIP NOMS 2025)

[Kurt Tutschku]

Apologies for cross-posting.
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Second IEEE/IFIP Workshop on Generative AI for Network Management (GAIN2025)
(Co-located with IEEE/IFIP Network Operations and Management Symposium, NOMS 2025)
12-16 May 2025 Honolulu, HI, USA.
Final Call of Papers - Deadline extended: January 31st, 2025
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Dear colleagues,

This is the final for call for contributions:

Please be kindly invited to contribute to the Second IEEE/IFIP Workshop on Generative AI for Network Management (GAIN 2025)!

As with all IEEE/IFIP NOMS 2025 workshops, the deadline for submission is extend to Jan. 31, 2025!

For submission:

GAIN 2025 full papers: https://urldefense.us/v3/__https://jems3.sbc.org.br/events/224/355/submit__;!!G_uCfscf7eWS!feI-8u5zXmwAfedVb9bBPR1DyT-d8ODZazfvT-DH8oBHsH6wvYnY6aijudCslefve_m5M8n4XLdhclWgO7kTsqEzc8FDG_4$ 

GAIN_2025_short_papers: https://urldefense.us/v3/__https://jems3.sbc.org.br/events/224/356/submit__;!!G_uCfscf7eWS!feI-8u5zXmwAfedVb9bBPR1DyT-d8ODZazfvT-DH8oBHsH6wvYnY6aijudCslefve_m5M8n4XLdhclWgO7kTsqEzofzDf7w$ 

Workshop URL:
https://urldefense.us/v3/__https://sites.google.com/view/2nd-ieee-ifip-noms-gain-ws/startseite__;!!G_uCfscf7eWS!feI-8u5zXmwAfedVb9bBPR1DyT-d8ODZazfvT-DH8oBHsH6wvYnY6aijudCslefve_m5M8n4XLdhclWgO7kTsqEzq2-sHEc$ 

Best Regards
Kurt Tutschku, Blekinge Inst. of Technology, SE
Alberto Leon-Garcia, Univ. of Toronto, CA
Pal Varga, Budapest Univ. of Technology and Economics, HU

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Detailed Information:
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After the success of the previous edition, GAIN 2025 provides again a venue to systematically discuss and investigate the use of Generative AI in network and service management.

The workshop will bring together academic researchers from various disciplines (e.g. communication networks, data science, operations research) and practitioners from the relevant industry. The workshop invites scientific papers as well as industrial use case papers.

The topics for submissions might comprise:

Fault Management
–              Predictive Maintenance: Using generative AI for proactive network management
–              Network Troubleshooting using Generative AI, incl. root cause analysis and resolution
–              Monitoring using Generative AI: Using generative AI for efficient monitoring of network resources

Configuration Management
–              Network Configuration Automation with Generative AI
–              Automated Network Design and Deployment using Generative AI
–              Generative AI for Traffic Management: Optimizing network traffic engineering through AI

Accounting
–              Ethical Considerations: Addressing Privacy and Security Concerns in AI-Based Network Management
–              Ensuring fairness between network users using generative AI for optimal resource allocation


Performance
–              Network Optimization with AI: Leveraging generative algorithms for network efficiency
–              Dynamic Resource Allocation: Leveraging generative AI for efficient network resource management
–              Efficient Network Data Analysis using Generative AI:

Security
–              AI-Based Security Protocols: Developing next-generation network security strategies
–              Anomaly Detection and Response: Utilizing generative AI for enhanced network security

General
–              Prompt Engineering for Network Management Using LLMs
–              Robustness and Reliability of Generative AI for net. management (incl. benchmarks and datasets)
–              Scalability Orchestration, Testing and Validation of Generative AI for Network Management

Submission and Important Dates:
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Paper Submission Deadline: Jan. 31, 2025
Notification of Acceptance: Feb. 28, 2025
Final Camera Ready: Mar. 14, 2025
Conference/Worksop Date: May 12 or May 16, 2025

Paper format and length: IEEE double-columns - length: 6 pages (full paper), - 4 pages (short paper).

Workshop organisers:
====================
– Alberto Leon-Garcia, Univ. of Toronto, CA (mailto:mailto:alberto.leongarcia at utoronto.ca)
– Pal Varga, Budapest Univ. of Technology and Economics, HU (mailto:mailto:pvarga at tmit.bme.hu)
– Kurt Tutschku, Blekinge Inst. of Technology, SE (mailto:mailto:ktt at bth.se)

Author Instructions:
====================
Authors are invited to submit original contributions to the workshop that are written in English and that have not been published or submitted for publication elsewhere. Workshop papers must be submitted as PDFs using the IEEE conference double-column format style.  (Style templates can be found here: https://urldefense.us/v3/__https://www.ieee.org/conferences/publishing/templates.html__;!!G_uCfscf7eWS!feI-8u5zXmwAfedVb9bBPR1DyT-d8ODZazfvT-DH8oBHsH6wvYnY6aijudCslefve_m5M8n4XLdhclWgO7kTsqEzWQ2n6oc$  )

A NOMS workshop paper must not exceed six pages (excluding references) for full paper submissions and not exceed four pages (excluding references) for short paper submissions. All submitted papers will be peer-reviewed. For accepted papers, at least one author is expected to register and present the paper in person at the workshop. Accepted and presented papers will be published in the conference proceedings and submitted to IEEE Xplore.

—
Kurt Tutschku
Professor for Telecommunication Systems

Department of Computer Science (DIDA)

Blekinge Institute of Technology (BTH)
Faculty of Computing
371 79 Karlskrona, Sweden

Tel. +46 455 385872
Zoom  https://urldefense.us/v3/__https://bth.zoom.us/my/tutschku__;!!G_uCfscf7eWS!feI-8u5zXmwAfedVb9bBPR1DyT-d8ODZazfvT-DH8oBHsH6wvYnY6aijudCslefve_m5M8n4XLdhclWgO7kTsqEzOIuAV6s$ 
Skype tutschku
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