Articles

Cloud-Native Data Science for Edge Computing and IoT Applications

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The use of edge computing and the Internet of Things are now considered essential subcategories of contemporary data systems. There is a new wave of data science application deployment approaches and management modularity, also referred to as cloud-native which caters for the required distribution to edge devices. The factors under consideration in this paper are emerging cloud-native technologies that include containerization, microservices, and the serverless model in data science workflows for edge computing and the Internet of Things. The above insights reveal the effectiveness of using this approach in supporting organizations for data science to create highly generalized, safe, and efficient data systems that meet the demands of edge working settings. Innovative city solutions, health care, and industrial Internet of Things are the important areas examined, and additional prospects and concerns are introduced.

Exploring the Frontiers: A Comprehensive Review of Augmented Reality and Virtual Reality in Manufacturing and Industry

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Augmented reality (AR) and virtual reality (VR) are revo- lutionizing manufacturing practices by offering immersive and interactive experiences. This review paper synthesizes current research on AR and VR’s applications, benefits, and challenges in manufacturing, covering design, training, maintenance, and quality control. Key findings highlight the applications and positive impact of AR/VR on efficiency, cost management, and quality control in manufacturing processes. Industries are in- creasingly adopting these technologies to enhance productivity and reduce errors. However, challenges such as cost, techno- logical infrastructure, and integration into existing workflows remain significant barriers. In conclusion, integrating AR and VR in manufacturing holds immense potential to transform traditional methods and improve operational efficiency. This paper advocates for broader implementation and research to harness the full benefits of immersive technologies in manufacturing.

Proposed Ideal Business Model of an IoT Online Store (Case Study of Cosmic.id)

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Cosmic.id is one of the businesses engaged in the IoT industry. It has been established since 2018 and is selling the products via e-commerce (Tokopedia). Cosmic.id has three products categories; in-house products (LoRa, and Development Board), resale products (Resistor, Connector, Capacitor, and etc) and custom products or services (Bridge Monitoring System, Temperature Sensor, and etc). Currently, Cosmic.id serves 2 segmented customers; B2C and B2B. Both segment give profit to the company, but since the internal resources are limited, then Cosmic.id has to decided which segment that the company should focus on, so the company could gain more revenue and have stable revenue for each month. The research objective of this thesis is to discover the ideal model business of Cosmic.id, B2B or B2C, therefore they could focus more to gain more revenue for the business. Also, another purpose is to discover whether the existing Unique Value Proposition is still relevant to the target model and what needs to be fixed. The research conducts in qualitative study, interviewing existing and prospective customers, both B2C and B2B customers. During the research, it was found that the B2B segment has a big opportunity for Cosmic.id’s revenue streams. It could give more revenue to the business, but some efforts have to be done to reach that market. In addition to that, some parts of the existing Unique Value Proposition are not relevant to the current condition. The end outcome of this study is the focus on B2B customers and the new Unique Value Proposition, which will be applied in this business and is given in the form of OKR and KPI in accordance with consumer needs. It is hoped that Cosmic.id and the team would do their best to provide the products that the market really needs and apply the new Unique Value Proposition both for B2B and B2C customers, so that the company will have stable revenue and could be sustained in the future. It is also hoped that Cosmic.id could contribute to the IoT development in Indonesia since there are not many LoRa manufacturers in Indonesia.

Methods and Tools for Creating Virtual Robots Using Self-Organization or Hierarchical Behavior in Ensuring the Security of Artificial Intelligence

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This article discusses algorithms and tools for setting up optimal control, information security, and the use of Coppeliasim technologies in artificial intelligence software and hardware. Cleverly created robots help and work for different areas of human life. What is artificial intelligence. AI methods: NLP, CV, Data Science. National Strategy for the Development of Artificial Intelligence in Uzbekistan.AI research.AI standardization. Standards in the field of artificial intelligence in all areas. Top 3 Trends in Artificial Intelligence. Uzstandart approved the first standards in the field of AI.ISO / IEC experts support proposal to develop Uzbek language standard. Development of standards in the field of quantum communications, AI and smart city The impact of artificial intelligence. Threats to the development of human civilization. Impact on the economy and business. Impact on the labor market. Wrongness of artificial intelligence. Artificial intelligence technology market. AI market in Uzbekistan. Global AI market. AI applications. Artificial intelligence technologies and solutions: a turning point.AI in decision making: today and tomorrow. Artificial intelligence in software development. Artificial intelligence to solve demographic problems. Use of AI for defense and military purposes. Use in education. Use of AI in business.