Resilience and resilient systems of artificial intelligence: taxonomy, models and methods

V Moskalenko, V Kharchenko, A Moskalenko… - Algorithms, 2023 - mdpi.com
Artificial intelligence systems are increasingly being used in industrial applications, security
and military contexts, disaster response complexes, policing and justice practices, finance …

Adaptation of FPGA architecture for accelerated image preprocessing

O Barkovska, I Filippenko, I Semenenko… - … and Computer Systems, 2023 - nti.khai.edu
The work is devoted to the topical problem at the intersection of communications theory,
digital electronics and numerical analysis, namely the study of image processing methods …

Towards evidence-based cybersecurity assessment of programmable systems to ensure the protection of critical IT infrastructure

O Illiashenko, V Kharchenko… - 2023 IEEE 12th …, 2023 - ieeexplore.ieee.org
The paper is devoted to developing scientific principles, methods, means, and information
technology of model-oriented verification and evidence-based assessment using functional …

Method of creation of FPGA based implementation of Artificial Intelligence as a Service

A Perepelitsyn - Radioelectronic and Computer Systems, 2023 - nti.khai.edu
The subject of study in this article is the technologies of Field Programmable Gate Array
(FPGA), methods, and tools for prototyping of hardware accelerators of Artificial Intelligence …

[HTML][HTML] Hardware-Based Implementation of Algorithms for Data Replacement in Cache Memory of Processor Cores

L Titarenko, V Kharchenko, V Puidenko, A Perepelitsyn… - Computers, 2024 - mdpi.com
Replacement policies have an important role in the functioning of the cache memory of
processor cores. The implementation of a successful policy allows us to increase the …

Methodology of deployment of dependable FPGA based artificial intelligence as a service

A Perepelitsyn - Radioelectronic and Computer Systems, 2024 - nti.khai.edu
The subject of study in this article is the models, methods, and principles of organization of
entire lifecycle of Artificial Intelligence (AI) as a Service implemented with the use of Field …

Availability Markov Models of Complex Equipment with Relearning Diagnostic Means after Detecting Latent Failures

V Shchehlov, V Kharchenko, J Borges… - 2023 13th …, 2023 - ieeexplore.ieee.org
Availability assessment is one of the core processes in reliable systems. Downtime can be
reduced in many ways, from preventing errors through proper testing to reducing …

Ensuring of digital rights management of FPGA based implementation of artificial intelligence as a service

A Perepelitsyn - Aerospace Technic and Technology, 2023 - nti.khai.edu
The subject of study in this article is modern FPGA technologies for creation of projects and
providing them as a services, as well as solutions for ensuring digital rights management of …

Method of creation and deployment of FPGA projects resistant to change of requirements and development environments for cloud infrastructures

V Kulanov, A Perepelitsyn - Aerospace Technic and Technology, 2023 - nti.khai.edu
The subject of study in this article is the modern technologies of programmable logic
devices, the history of product changes of leading manufacturers, including development …

[PDF][PDF] Забезпечення управління цифровими правами для створення штучного інтелекту як сервісу на основі FPGA реалізації

АЄ Перепелицин - 2023 - dspace.library.khai.edu
102 УДК 004.8:004.312.466 doi: 10.32620/aktt.2023.6.12 АЄПЕРЕПЕЛИЦИН
Національний аерокос Page 1 ISSN 1727-7337 (print) АВІАЦІЙНО-КОСМІЧНА ТЕХНІКА І …