April 4, 2025, Zhytomyr, Ukraine

doors 2025

5th Edge Computing Workshop

Proceedings

Peter the Great hacked through a window to Europe. We use doors.
Edge Computing Workshop (doors) is a peer-reviewed international Computer Science workshop focusing on research advances and applications of edge computing, a process of building a distributed system in which some applications, as well as computation and storage services, are provided and managed by (i) central clouds and smart devices, the edge of networks in small proximity to mobile devices, sensors, and end users; and (ii) others are provided and managed by the center cloud and a set of small in-between local clouds supporting IoT at the edge.
The goal of doors is to bring together researchers and practitioners from academia and industry working on edge computing to share their ideas, discuss research/work in progress, and identify new/emerging trends in this important emerging area. The emergence of the Internet of Things (IoT) and the demand for responsiveness, privacy, and situation-awareness are pushing computing to the edge of the Internet. There are many challenges in the design, implementation, and deployment of different aspects of edge computing: infrastructure, systems, networking, algorithms, applications, etc. doors would like to open discussions in these areas.

doors topics of interest are opened to:

  • algorithms and techniques for machine learning and AI at the edge
  • cellular infrastructure for edge computing
  • distributed ledger technology and blockchain at the edge
  • edge computing infrastructure and edge-enabled applications
  • edge-based data storage and databases
  • edge-optimized heterogeneous architectures
  • fault-tolerance in edge computing
  • fog computing models and applications
  • geo-distributed analytics and indexing on edge nodes
  • hardware architectures for edge computing and devices
  • innovative applications at the edge
  • interoperability and collaboration between edge and cloud computing
  • monitoring, management, and diagnosis in edge computing
  • processing of IoT data at network edges
  • programming models and toolkits for edge computing
  • resource management and Quality of Service for edge computing
  • security and privacy in edge computing

Previous workshops

CALLS FOR PAPERS

Authors are invited to submit full (at least 6 pages) papers through the HotCRP
(https://notso.easyscience.education/doors/2025/)
by January 12, 2025.

Submitted papers will be peer-reviewed by two scholars on the basis of technical quality, relevance, originality, significance, and clarity. If necessary, a third, additional reviewer will be involved. The Program Committee will use these reviews to determine which papers will be accepted for presentation at the workshop. The result of the reviewing will be announced to the submitting authors by email, along with reviewer comments, if any.


PUBLICATION

Proceedings of 5th Edge Computing workshop shall be submitted to CEUR-WS.org for online publication. The publisher reserves the right to reject proceedings submission if in its opinion, or those of its advisers, any papers are considered inappropriate for CEUR-WS.org.


We intend to publish doors2025 post-proceedings of selected papers in the Journal of Edge Computing. For this, full papers must be submitted by the post-proceedings deadline. The authors of all presented contributions will have the opportunity (but no obligation) to submit a full paper for the formal post-proceedings. These must represent original work and should not be submitted to another conference at the same time. The submission deadline for these post-proceedings will be after the workshop in May 2025. There will be a second round of reviewing for selecting papers to be published in the Journal of Edge Computing.

Primary requirements

  • 1. Submissions should be: basically correct and sound, original (not published elsewhere partly or in full and not submitted to other venues for simultaneous consideration); presented at the workshop (at least one author of each article should attend the workshop); strictly in line with the scope of the workshop.
  • 2. Authors utilizing language models (LLMs) to aid in idea generation or drafting of papers should explicitly disclose their usage, providing complete transparency about the LLM employed (including name, version, model, and source) within the submitted paper.
  • 3. Authors must ensure citations enhance value, remain unbiased, support relevant points, and avoid superfluous references.
  • 4. Please disclose any potential conflicts of interest in the acknowledgments section when you submit your article.
  • 5. Authors are encouraged to refer to the Committee on Publishing Ethics (COPE) for all aspects of publication ethics and to conform to the ethical rules.
  • 6. The submission should be LaTeX-generated PDF paper.
  • The review process will be blind peer review.

Formatting options

Paper submission

  • In case you have never worked with the HotCRP system before, please create HotCRP account it by clicking "Create an account" link at the login form. You will be offered to enter your email and click the 'Create account' button. The instructions for signing in to HotCRP would be sent to your email. After complete registration you should sign in and complete your profile. Please list potential conflicts of interest - we use this information when assigning reviews. At the "New Submission" link of the doors 2025, please fill in the forms as requested by the instructions.
SUBMIT PAPER

IMPORTANT DATES

Submission Deadline

January 12, 2025

Notification Due

February 16, 2025

Final Submission Deadline

March 2, 2025

Registration Due

March 23, 2025

Workshop Day

April 4, 2025

SPONSORS



We are proud to have CEUR-WS.org as our workshop sponsor.

PROGRAM (PDF)

Workshop start: 10:00 (UTC+3) Link
Tetiana Vakaliuk, Andrii V. Morozov, Serhiy Semerikov

Welcome remarks

Yanan Song, Siwei Wei, Donghua Liu

GADGN: A dual graph convolutional architecture for traffic flow prediction

Zhicheng Li, Xinlu Zong, Jiaxin Hao, Orest Kochan

Multi-UAV 3D path planning based on improved sparrow search algorithm

Ming Xue

Studying the efficiency and performance of the vehicle detection method based on feature fusion and attention enhancement

Nikita S. Prasol, Denys V. Furikhata, Tetiana A. Vakaliuk, Timothy Y. Regenel

Integration of edge devices and IoT to create a climate monitoring system for plants

Dmytro V. Shevchenko, Bella L. Holub

Regression analysis as a tool for identifying patterns in atmospheric air monitoring data

Oleksandr Chaban, Eduard Manziuk, Olena Markevych, Sergii Petrovskyi, Pavlo Radiuk

EMTKD at the edge: An adaptive multi-teacher knowledge distillation for robust cardiac MRI classification

Dmytro I. Shvaika, Andrii I. Shvaika, Dmytro I. Landiak, Volodymyr O. Artemchuk

Scalable and reliable MQTT messaging: evaluating TBMQ for P2P scenarios

Viktor O. Maliarskyi, Vasyl P. Oleksiuk

Review of modern tools for edge computing systems quality assurance

Vadim V. Romanuke, Serhii Y. Dementiev, Svitlana A. Yaremko

An IoT-based system of mechanizing sport competition motion for perception improvement

Oleg Kobylin, Oleksandra Putiatina

Some aspects of real-time image denoising influenced by shot noise and compound Poisson noise

Ihor A. Pilkevych, Mykola P. Romanchuk, Olena M. Naumchak, Dmytro L. Fedorchuk, Leonid M. Naumchak

Improved model for detecting randomly oriented objects on remote sensing images

Serhiy O. Semerikov, Tetiana A. Vakaliuk, Olga B. Kanevska, Mykhailo V. Moiseienko, Ivan I. Donchev, Andrii O. Kolhatin

LLM on the edge: the new frontier

Tetiana A. Vakaliuk

Workshop end

THE VENUE

Zhytomyr Polytechnic State University, Department of Software Engineering, 103 Chudnivska Str., Zhytomyr, 10005, Ukraine

CONTACTS

Tetiana Vakaliuk, +380-96-065-3099, tetianavakaliuk@acnsci.org