HPC and AI Workshop

NCC Montenegro and NCC Spain, collaborators at the EuroCC project, organized the “HPC and AI Workshop” designed for academia, scholars, researchers who are interested in learning how to use Artificial Intelligence and High-performance Computing in real case scenarios. This has been achieved through five lectures featuring educators from Spain and Montenegro presenting successful case studies:

Borja Perez Pavon, from Universidad de Cantabria, talked about HPC systems and highlighted they are available for different research projects by accessing various free access calls.

Ivan Jovovic, AI researcher and PhD candidate at the University of Donja Gorica explained from the use of multiple GPUs to handle large data sets to the cons and pros of data parallelism.

Stevan Cakic is a PhD student at the University of Donja Gorica, talked about the application of AI and HPC in agriculture, delving into deep learning and high-performance computing.

Ahmad Al Mughrabi, active researcher and multidisciplinary predoctoral scholar at the Universitat de Barcelona, discussed the applications of HPC and generative AI, acknowledging certain challenges that need consideration in the implementation of HPC in real-case scenarios.

Dejan Babic, a PhD candidate at the University of Donja Gorica presented the concept AI and HPC use cases in medicine.

Supercomputing info day – HPC success stories from five NCCs

NCC Spain, NCC Netherlands, NCC Slovenia, NCC Cyprus and NCC Montenegro organized collaborative” Supercomputing INFO DAY” where companies from different industries shared their experience on using HPC infrastructure which improved their products and services, optimized business workflows and elevate industry competitiveness. Participants had the opportunity to explore how they could access supercomputing resources for free and in an easily accessible manner.

Marko Lekic, Fleka CTO, company shown personalized banking software solutions and improvements using NLP and ML classification algorithm.

AIMHiGH project presenation at NCC Cyprus Industry Day event

The Computation-based Science and Technology Research Center (CaSToRC) of The Cyprus Institute hosted a landmark “Industry Day” on Tuesday, January 16, 2024, organized within the framework of the EUROCC2 project.

During the Industry Day event , a representative from DigitalSmart Stevan Čakić from Montenegro presented the AIMHiGH project in a segment titled “Another success story from a past collaboration between industry and research.” The focus of the presentation was on how the project integrates high-performance computing (HPC) and artificial intelligence (AI) into poultry farming, creating innovative solutions for the agricultural sector. The collaboration, part of the H2020 initiative and the FF4EuroHPC application experiments, was highlighted as a prime example of successful partnership between industry and academia, driving forward technological advancement in agriculture. This concise presentation underscored the significance of collaborative efforts in bringing about cutting-edge innovations in traditional sectors.

The 28th international conference of Information Technology 2024 (IEEE IT2024)

In the period from 21st – 24th of February the international scientific and professional conference “INFORMATION TECHNOLOGIES 2024” will traditionally be hosted in Žabljak. These 28th years in a row scientific and professional conference is organized with the aim of a comprehensive and multidisciplinary view of current and development trends in the field of information and communication technologies.

The conference will be held in the organization of the University of Montenegro – Faculty of Electrical Engineering, University of Donja Gorica – Faculty of Information Systems and Technologies, IT Society Montenegro, University of Belgrade – Faculty of Organizational Sciences, Institute of Electrical and Electronics Engineers – IEEE Association and IEEE Section for Serbia and Montenegro, with full support of the company Čikom from Podgorica.

Click to watch the video announcement (in Montenegrin)

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 Organizing Committee of the Conference, interested institutions are invited to organize presentations of their scientific, research, professional, development, and production projects and achievements. Besides mentioned above, papers submitted and reviewed will be presented at the Conference.

We invite all those interested to follow the activities at the Conference online as well, through the video conference access links available on the official website

Learn more at the conference website: https://www.it.ac.me/en/

Click on image to open IT2024 conference website

Online event: Artificial Intelligence and High-performance Computing for real case scenarios

SAVE THE DATE: January 29th, 11:00 AM, register for free: https://bit.ly/3tGjim3

We are organizing an online training event on Artificial Intelligence and High-performance Computing for real case scenarios. This workshop is designed for academia; scholars, researchers, students, who are interested in learning how to use AI/ML and High-performance Computing in real case scenarios. This will be achieved through five lectures featuring educators from Spain and Montenegro who will present successful case studies. This is a twinning effort by two NCCs.

Agenda for the online training by NCC Montenegro and NCC Spain

Scientific paper on forecasting meningitis with machine learning (MEDICON23)

A resarch paper on forecasting meningitis with machine learning written by B. Dobardzic, A. Alibasic, N. Milosevic, B. Malisic and M. Vukotic just appeared in the Proceedings of the Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON) and International Conference on Medical and Biological Engineering (CMBEBIH), September 14–16, 2023, Sarajevo, Bosnia and Herzegovina—Volume 1: Imaging, Engineering and Artificial Intelligence in Healthcareat the following link.

Abstract – Meningitis is a life-threatening disease that can lead to severe neurological damage and death if not diagnosed and treated in a timely manner. In this study, the application of machine learning methods to create a predictive model for meningitis diagnosis based on clinical signs, blood, protein, and other health parameters is explored. Our goal is to determine the most reliable and accurate method of meningitis prediction. We analyze a sizable dataset of meningitis patients using cutting-edge classification techniques, such as Support Vector Machines and Random Forest. Findings have shown that machine learning techniques can accurately estimate a patient’s risk of meningitis. The importance of features for meningitis diagnosis is determined by evaluating them, and the
effectiveness of various models is also compared.

Click on image to open the proceedings

Hackaton on the use of Computer vision in Montenegrin S3

During the 3 months of intensive work, NCC Montenegro team members were involved in organising 70 classes for more then 50 participants. Lectures were held twice a week, starting in October this year. The training started with Python programming module which focused on mastering all programming skills needed for further work and engagement with Artificial Intelligence and Machine Learning. Then we explored AI concepts, mathematical models, computer vision tasks, and provided hands-on examples of using Convolutional Neural Networks, Yolo architectures (YoloV7 and YoloV8), and the Detectron2 package for various computer vision applications. Throughout these modules, participants not only gained exposure to various tools, Python packages and libraries for facilitating AI model development but also had the chance to learn the integration of AI solutions into modern systems and applications with Flask and other web bases technologies. The attendees were informed on NCC Montenegro activities and introduced to capabilites of HPC and its application for AI development that requires lots of computing resources.

Hackaton took place on 23 Dec 2023.

After all classes we organised Hackathon day. The Hackathon gathered 20 teams to work on HPC/AI and Computer Vision projects in agriculture, medicine and tourism. Before the Hackathon Day, after which the best ideas were showcased and awarded, there were two weeks of intense mentor-guided sessions. These sessions helped teams with their projects and in figuring out high-performance computing needs for handling large datasets , execute experiments, and testing advanced AI models. This hackaton was implemented in cross-collaboration with the AI4S3 project funded by the Innnovation Fund of Montenegro.

The hackaton was attended by over 50 people
24 teams presented their potential application of HPC and AI in Montenegrin S3
The presentations focused on health, tourism, energy and food sectors
The hackaton ended in celebration and social event