This collaboration initiated by Inovativa, a web programming start up interested in AI powered development, focuses on leveraging Generative AI (GenAI) and different LLMs to revolutionize web design by automating key elements such as landing page creation, dynamic content generation, responsive design, and user interface optimization.
The research aims to evaluate the effectiveness of both commercial and open-source AI tools, comparing their capabilities and performance across various scales. Additionally, the project explores the potential for direct in-browser AI implementations, offering a more seamless and accessible approach to web development. By harnessing the power of AI and HPC, the project aspires to democratize advanced web development techniques, making them accessible to a wider audience of developers and businesses, and fostering a new era of AI-human collaboration in digital content creation.
As a collaborative effort between academic institutions and industry partners, this initiative benefits from the technical expertise of the Faculty for Information Systems and Technology from the University of Donja Gorica (FIST/UDG), which leads the AI and machine learning analysis. Meanwhile, practical testing, implementation, and economic evaluation are driven by industry specialists. High Performance Computing (HPC) plays a crucial role in managing the computational demands of evaluating advanced AI models.This collaboration highlights the integration of AI research with real-world application, aiming to enhance efficiency and innovation in web development practices.
NCC Montenegro continues the engagement of local companies to promote the use of HPC and provide support for its practical applications. Company Bearhost from Bijelo Polje is working on a medical platform that will utilise AI for better communication between patients and medical providers. Their idea is to create the platform that integrates seamlessly with existing clinic management systems, supporting real-time appointment scheduling and comprehensive resource management.
The use of HPC ensures that the platform can process large volumes of patient data quickly and efficiently, thus optimizing clinic operations. This approach significantly reduces operational delays and allows for better patient data management, contributing to enhanced clinical outcomes. Bearhost, in collaboration with the Competence Center for HPC, seeks to address pressing healthcare challenges by utilizing AI to optimize patient-doctor interactions. The AI system, powered by HPC resources, is designed to analyze vast amounts of patient data in real-time, providing insights that help match patients with the most suitable healthcare professionals based on their symptoms and needs. By streamlining these interactions, the platform enhances timely medical interventions and improves overall patient care.
The collaboration with the UDG and NCC Montenegro further enriches this initiative by fostering academic research and development. The university’s role in this partnership involves conducting research on AI models and their practical application in medicine, ensuring that the solutions developed are grounded in scientific rigor and are continuously improved through testing and validation. The interdisciplinary exchange between the university and industry partners contributes to the platform’s continuous evolution.
29th International Information Technology Conference IT 2025 will be held from February 19th until February 22nd in Žabljak. The Conference shall host lectures and round table discussions about development trends in the field of information and communication technologies, as well as actual problems in this field in Montenegro.
In agreement with the conference’s Organizing Committee, interested institutions are invited to organize presentations of their scientific, research, professional, development, and production projects and achievements.
Papers submitted for presentation at the Conference shall be reviewed and selected based on the full paper. Papers should be written according to the instructions you can download here: Instructions.doc. Accepted papers will be submitted for inclusion into IEEE Xplore subject to meeting IEEE Xplore’s scope and quality requirements.
University of Montenegro and University of Donja Gorica, EUROCC2 partners and NCC Montenegro constituents , are both supporting the conference. HPC and AI are expected to be topics discussed in scientific presentations, paper sessions, panels and round tables. Mark your calenders and check out the IT 2025 website for more info.
29th International Information Technology Conference IT 2025 will be held from February 19th until February 22nd in Žabljak. The Conference shall host lectures and round table discussions about development trends in the field of information and communication technologies, as well as actual problems in this field in Montenegro.
In agreement with the conference’s Organizing Committee, interested institutions are invited to organize presentations of their scientific, research, professional, development, and production projects and achievements.
Papers submitted for presentation at the Conference shall be reviewed and selected based on the full paper. Papers should be written according to the instructions you can download here: Instructions.doc. Accepted papers will be submitted for inclusion into IEEE Xplore subject to meeting IEEE Xplore’s scope and quality requirements.
As this has become a tradition, NCC Montenegro team is planning to include training and stakeholder engagement activities related to HPC/AI competences.
A scientific paper “Output Manipulation via LoRA for Generative AI” by I. Culafic et al., was presented at the 23rd International Symposium INFOTEH-JAHORINA, 20-22 March 2024. The training for the prediction models was takin around six hours on an NVIDIA RTX 4090 24GB VRAM GPU. This research will serve as a basis for a future experiments on HPC resources. The paper is published at IEEE Xplore at: https://ieeexplore.ieee.org/document/10495995
ABSTRACT – Generative Artificial Intelligence has witnessed a surge in popularity in recent years, characterized by the emergence of groundbreaking models like DALL-E 2, Midjourney, and Stable Diffusion, which have spearheaded advancements in this technological domain. This research aims to harness the potential of Stable Diffusion and its extensions for the purpose of training a LoRA (Low-Rank Adaptation) model to generate images that closely resemble the original subject matter, utilizing a predetermined amount of example data. The primary objective of this research is to demonstrate the prowess of Stable Diffusion and generative AI in a broader context, delving into the possibilities offered by open-source frameworks, highlighting the challenges associated with poorly organized training data and the advantages of properly organized and edited datasets, conducting a comparative analysis of diverse diffusion models and examining various LoRA strength examples. This research also aims to compare the results from larger training parameters on both small and relatively large training models for the purpose of determining if overfitting, over training on one specific subject, is more prevalent with smaller or larger datasets.
XXVIII international scientific and professional conference “Information technologies” was held from February 21 to 24, 2024 traditionally in Žabljak, organized by: University of Montenegro – Faculty of Electrical Engineering, University of Donja Gorica – Faculty of Information Systems and Technologies, IT Society Crna Gora, University of Belgrade – Faculty of Organizational Sciences, IEEE Association and IEEE Section for Serbia and Montenegro, with the full support of the company Čikom from Podgorica. Presentations of author’s works and sessions were realized live in the hotel “Gorske oči”, hotel “Žabljak”, but also online. The conference gathered around 200 national and international participants. Link to conference website: https://www.it.ac.me/en/
Authors from 20 countries took part in the conference: Montenegro, Serbia, Bosnia and Herzegovina, Croatia, Slovenia, Hungary, Romania, Greece, Cyprus, Italy, Spain, Slovakia, Ukraine, Estonia, the United Kingdom, Turkey, Egypt, Jordan, Indonesia and the Philippines. The number of submitted author’s works was 101, of which 67 were accepted and presented, which were reviewed and selected on the basis of the complete work. Topics from various fields are covered such as: image and audio signal processing, acyclic graphs, blockchain technology, information security, standardization, application of artificial intelligence in various fields, management of unmanned vessels, virtual trade and knowledge transfer.\
Another successful realization of IEEE IT2024 Conference
A special session was dedicated to the presentations of the EuroCC2 project – National Competence Centers for HPC: https://eurocc.udg.edu.me/, the presentation of the Montenegrin Academic Digital Innovation Hub, supported by the DigNEST project : https://dignest.me/#/ , then TRACEWINDU: https://www.tracewindu.eu/, FoodHUB – Center of excellence for digitization of risk assessment in the field of food safety and precise certification of the authenticity of pre-harvested products: https://foodhub .udg.edu.me/, HPC4S3ME: https://hpc4s3me.udg.edu.me/, AI-AGE: https://ai-age.udg.edu.me/, STECCI: https://steccihorizoneu. com/, FishEUTrust: https://fisheutrust.org/, Solar Katun: https://digitalsmart.me/innovation-fund-of-montenegro-solar-katun-project/, Enav: https://enav.ucg. ac.me and COMMECT: https://www.horizoneurope-commect.eu/ . Representatives of Fleka, Čikom and FiveG Group participated in the training.
As part of the XXVIII scientific-professional conference, those present had the opportunity to participate in workshops, panels and trainings in the field of artificial intelligence, but also to hear the activities carried out by national competence centers in the field of high-performance computing from Cyprus, Slovenia, the Netherlands, Montenegro, Turkey , North Macedonia, Romania, participants in the EuroCC2 project. The project supports the development of innovative solutions by targeted participants in the private and public sector by providing support to interested end users in the use of HPC/HPDA/AI. Activities and innovative solutions based on the use of high-performance computing (HPC) and artificial intelligence (AI) for applications in industrial domains defined by the Smart Specialization Strategy (2019-2024) for Montenegro were presented.
Traditionally, the conference was successfully completed for the twenty-eighth year in a row, and it fulfilled its goal by pointing out the importance of a multidisciplinary overview of current events and the networking of a large number of university professors and associates, experts and young researchers in the field of information and communication technologies.
Dr. Constantine Dovrolis, Director of the Center for Computational Science and Technology (CaSToRC) at The Cyprus Institute (CyI), gave an academic lecture on the Large Language Models (LLMs) at IT2024 conference co-organized by EuroCC NCC Montenegro. This was a part of collaborative efforts and initiatives between NCC Cyprus and NCC Montenegro. The lecture was attended by over 80 people at the conference. With permission of dr Dovrolis we deliver you the video from the conference here.
A great contribution from NCC Cyprus team at the IT2024 conferenceAttended by over 80 people at the site
