PAID-T (Price Action Intelligent Detection Trading) is a scalable software solution for investment funds, banks, brokers and digital banks that automatically analyzes markets, executes trades and optimizes trading. The basis of the solution is the awareness of the context when the most potent moment for trading is, the ability to quickly adapt to new market conditions, as well as rigorous rules for risk management.
PAID-T uses mathematical models for statistical data processing (big data), instrument price detection algorithms, machine learning, artificial intelligence and blockchain technology to create a unique trading experience.
Using the Lumi supercomputer will help us significantly speed up historical testing. Before using Lumi resources, our tests took an average of 6 days. We now expect to be able to complete testing between 5 and 12 hours depending on the number of parameters used.
The PAID-T has been supported by NCC Montenegro providing technical consultation, HPC systems expertise, and support regarding the application process for EuroHPC Development Call on LUMI (CPU partition). HPC infrastructure access was approved and provided for 12 months.
FoodHub and NCC Montenegro team attended the “International Conference: Global Commodity Chains from a Risk Assessment Perspective” in Berlin, hosted by German federal institute for Risk Assessment BfR. This conference brought together national and international experts in feed and food chains, digitalization, and consumer health protection. It was a fantastic platform to exchange knowledge on innovative techniques and digital solutions for evaluating risks in global commodity chains. The focus was on integrating data and insights about hazards, exposure, and technologies to enhance risk assessment along feed and food chains.
We proudly presented two abstracts in the poster/software session, as part of FoodDecide project:
Andrea Milacic, Amil Orahovac, Luka Filipovic, “Optimizing the Montenegrin Milk Supply Chain: A Data Visualization Approach”
Luka Filipovic, Andrea Milacic, Amil Orahovac, Aleksandra Martinovic, “HoneyChain: Enhancing Honey Production Monitoring System”
You want to optimize your business processes and accelerate innovations?
You need additional computing resources for your R&D&I process?
You need expert support to parallelize or scale your software solutions?
You need access to HPC infrastructure to train AI models?
In the digital era of data explosion, traditional computing methods are struggling to keep pace. High-Performance Computing (HPC) offers powerful solutions, allowing analysis of massive datasets in real-time, running complex simulations, and extraction of valuable insights and actionable results – all within a secure and scalable environment. Big industries and SMEs use HPC systems or Supercomputers to build innovative strategies, techniques, and products. NCC Montenegro serves as a gateway to European supercomputing expertise and infrastructure and supports researchers, engineers, and entrepreneurs in their HPC and AI needs. NCC experts provide HPC/HPDA/AI technical consultations, training, and support services, adapted to the business environment and industry domains.
NCC Montenegro service portfolio
You will learn about HPC and AI and get ready to use it! Our HPC expert will assist you with your software development or code parallelization and will guide you through the application process to access the European most powerful supercomputers, significantly reducing your workload and work time. NCC services are free of charge, i.e. subsidized by EuroCC program support for innovation, research, and development.
Contact us for a free consultation and discover how HPC can empower your business, competitiveness and innovation!
Representative of NCC Montenegro Ms. Sanja Nikolic participated in the HPC Masterclass, a hybrid event held at “Ovidius” University of Constanța (20-24.05.2024) co-organized by NCC Romania. The second day of the training event was dedicated to NCC’s shared experience on HPC academic utilization and research excellence, introducing presenters from NCC Portugal, Montenegro, Bulgaria, France, and Luxembourg. Ms. Nikolic presented the development of the HPC+ (HPC and related technologies) educational ecosystem in Montenegro, intensively driven by the EuroCC project, NCC Montenegro and the University of Donja Gorica.
NCC Montenegro is focused on developing HPC/HPDA/AI academic programs, study courses, and training portfolios, following a sustained learning pathway:
• HPC/AI-related seasonal schools to mobilize high-school students and high-tech enthusiasts to enroll in HPC/AI-related academic programs. (“Open Mind Academy”). • BSc restructured program (M1-Software Development and M2-Digital Transformation), and first nationally accredited AI Master Program, at Faculty for Information Systems and Technologies. • Professional training courses, workshops, and networking events for academia and industry participants providing in-demand HPC/AI knowledge, technical upskilling, and supercomputing hands-on sessions.
NCC Montenegro’s training portfolio covers technology-specific know-how (HPC system architecture and applications, Parallel Programming, Python Programming, Deep Learning, Edge IoT, Computer Vision, NLL) and industry-specific priority domains, defined by the Smart Specialization Strategy of Montenegro (energy, health, tourism, agriculture, ICT).
NCC Montenegro is also fully exploiting joint training opportunities within the pan-European NCC network – to capitalize on their HPC expertise and resources, as well as productive collaboration with key MNE stakeholders (business associations, technical affiliations, and funding institutions) – to enhance national HPC/AI awareness, outreach and uptake.
The AI for Scientific Computing Bootcamp provides a step-by-step overview of the fundamentals of deep neural networks and walks attendees through the hands-on experience of building and improving deep learning models for applications related to scientific computing and physical systems defined by differential equations. The material will cover more advanced topics such as physics-informed neural networks (PINNs) and operator learning and make use of tools like NVIDIA Modulus to develop and train the models. This online bootcamp is a hands-on learning experience where you will be guided through step-by-step instructions with teaching assistants on hand to help throughout.
NCC Montenegro, in collaboration with Montenegrin National Committee of CIGRE, one of the leading worldwide organizations on electric power systems, successfully organized a collaborative workshop, focusing on opportunities and benefits of HPC and AI complementary technologies in the energy sector, industry best practices and examples of high-fidelity energy metrics modelling. The workshop was attended by approx. 30 participants, academic researchers and industry experts, effectively converging HPC-powered AI research advancements with challenges and opportunities in the energy sector, driven by quality of predictive analytics and sustainability of energy models.
Representatives of HPC National Competence Centre of Montenegro, Sanja Nikolic and Luka Filipovic presented EUROCC2 project, NCC services, EuroHPC infractructure acces, PC4SME assessment tool and research, as well as success stories demonstrating advancements in HPC and AI applications in energy sector.
Mr Darko Krivokapić, Executive Director of the Directorate for Energy Management of the Montenegrin Electric Enterprise (EPCG), presented characteristics of Montenegro energy system and challenges of short- and long-term predictions of energy prices and consumption, depending on Montenegrin energy balance, renewable energy sources, weather conditions and trade dynamics/external risks facing electricity wholesale markets.
Mr Milutin Pavicevic PhD student@University of Donja Gorica and CEO of Alicorn, presented forecasting day-ahead electricity metrics (prices and loads) with different models of artificial neural networks and its accuracy comparison on the given dataset, elaborating on possible commercial implications in energy sector.
Mr Lazar Scekic, Teaching Assistant @University of Montenegro, introduced the audience with its research work on security challenges of electricity infrastructure (GPS spoofing) and reliable AI methods for the protection of electrical power systems against cyberattacks.
Mr Ivan Vujovic, PhD student @University of Belgrade and CEO of Tering, presented models related to prediction of production and consumption of electrical energy in the electrical system by using recurrent neural networks, discussing quality parameters that determine and improve predictive functioning of energy systems.
HPC and AI energy workshop enhanced awareness of NCC Montenegro services and EuroHPC infrastructure resources, available free of charge for the Montenegrin industry for the purpose of research, development and innovation.
Intensive discussion and exchange of opinions, expertise and experience between energy systems’ researchers and practitioners, including meteorological professionals also, open possibilities for the productive collaboration on calibrating computationally-demanding AI/ML models for national energy datasets, to improve their learning accuracy, prediction rates and potential of its commercial utilization in the energy system of Montenegro.
At the Industry Coffee Break on April 2nd, NCC representative Sanja Nikolic presented a concise overview of communication strategies, organizational efforts and NCCs and industry collaboration practices related to preparation of industry workshops in Montenegro, aimed to increase awareness on HPC/AI benefits, NCC services and EuroHPC infrastructure opportunities.
NCC Montenegro shared their strategic focus on cooperation with business associations, technology affiliations and industry clusters in organizing tailored HPC/AI workshops and steering companies’ interactions always keeping communication channels open and the collaboration model attractive (free NCC expertise and access to EuroHPC resources).
NCC Montenegro strongly supports international and interdisciplinary workshops to capitalize on the experience and expertise of the pan-European NCCs network, to heavily exploit EuroCC2 Success Stories, and to provide peer testimonials from companies already utilizing HPC resources to develop/optimize their AI models and promote business innovations.
