Analysis Of Technological Capabilities Research Articles

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

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 individual instances of the system. The goal is to analyze and improve technologies for ensuring the work of licensing mechanisms and prevention of unauthorized execution of IP-cores involved in the implementation of artificial intelligence (AI) systems in FPGA. Task: to analyze the process of prototyping artificial intelligence systems and providing them as a services using FPGA; to perform an analysis of the possibility of the implementation of a rental mechanism for artificial intelligence as a service based on FPGA with licensing of individual instances of the system; to analyze the possibilities of code protection for the description of the implementation of service rental mechanisms directly in the FPGA; to perform research of possible candidate elements that allow uniqueness identification of individual instances of the system or FPGA chip; and to provide practical example of the application of mechanisms for ensuring digital rights management for creation of artificial intelligence as a service project in FPGA. According to the tasks, the following results were obtained. The analysis of technological capabilities, tools and development environments, description and programming languages for the creation of artificial intelligence systems in the form of a service with hardware implementation is performed. The components of each level of FPGA-based AI service implementation are analyzed. An analysis of possible directions for ensuring digital rights management for AI services projects in FPGA is performed. The possibility of protecting the source code of the description of hardware solutions for the possibility of distribution using the IEEE-1735 encryption standard is analyzed. The integration of the encryption standard with the development environments is discussed. A search of options and possible solutions to ensure identification of the specific instance of the project based on FPGA chip is performed. A practical study of the use of the existing solution from Accelize company for ensuring digital rights management for IP-cores of projects for FPGA is performed. Conclusions. The main contribution and scientific novelty of the obtained results is in the provided results of the research of possible candidate elements that allow the detection of differences and identification of the FPGA uniqueness for the identification of the instance of the system. The proposed method of processing of data from the implementation of physical unclonable functions (PUF) in FPGA to ensure digital rights management is a principal new approach. The given relations between the levels of implementation of AI as a service based on FPGA show the hierarchy of components when building of such system.

Analysis of Technological Capabilities and Peculiarities of Fuse Welding of Products Made of Metal-Matrix Composite Materials Based on Aluminum Alloy Produced by Internal Oxidation

This paper describes the outcomes of practical experiments in the validation of a technology for welding of the Al-Al2O3 metal-matrix composite material produced by the internal oxidation method. Technological capabilities are herein considered for argon-arc welding (Tungsten Inert Gas/ TIG) with filler wire and arc welding in a protective inert/active gas medium using a melting electrode (Metal Inert Gas/ MIG) for joining sheets of A6 aluminum alloy-based metal-matrix composite material (MMC). Mechanical properties of welded joints are determined and the fracture macrostructure is investigated. Fracture patterns and tensile strength are shown for different modes of welding procedure for alloy plates of 5, 8 mm in thickness by the TIG method and 25 mm by the MIG method. The macrostructural and mechanical heterogeneity of welded joints is shown. Welds made under optimal conditions are free of any macrodefects. The welded joint strength is up to 96% of the base material strength.

An Analysis of Technological Capabilities and Business Eco-system through Radical Innovation for Sustainability of Start-up Companies

An Analysis of Technological Capabilities and Business Eco-system through Radical Innovation for Sustainability of Start-up Companies

The Analysis of Technological Capabilities in The Iranian Space Industry Through Structural Equations Modeling Approach

Since the development of technology is directly linked with the economic development of an organization, the more technology is crucial in creating a competitive advantage in an institution, there will be more concentration on technological development. Conversely, if a technology is ineffective in enhancing competitiveness and creating a competitive advantage, the progress is not appreciated by the organization and is continuously left unsupported. Technological needs assessment not only identifies weak and problematic areas of a firm, but also highlights the relative advantages of any organization. This paper intended to employ Technological Needs Assessment (TNA) as a model to analyze the level of technological capabilities in the Iranian Space Research Institute. This model comprises 9 dimensions examining the capability of the firm. Each dimensions identifies the status of the firm, clarifies the current gap, and finally evaluates the model through structural equation modeling through rating the capabilities. The purpose of this article is to investigate and analyze the levels of the technological capabilities of the Airspace Research Institute of Iran by using TNA Model. This model has investigated the capability level of this center through 9 aspects and has identified the ability of this institution in each aspect and has delivered the available gap. Also, the fitting of the research model has been studied by the structural equation and the aspects of the capabilities have been ranked. So, in this regard, this research has the innovation.

The Analysis of Technological Capability of Press Industry : Case Study of AIDCO Press

The Analysis of Technological Capability of Press Industry : Case Study of AIDCO Press

Analysis of Technological Capabilities of Iranian Automobile Industry and Offers Solutions for Improving : Case Study : Zamyad.co

Analysis of Technological Capabilities of Iranian Automobile Industry and Offers Solutions for Improving : Case Study : Zamyad.co