On the Condition of Covering Completeness in Associative Steganography

Raikhlin, V. A.; Vershinin, I. S.; Gibadullin, R. F.

doi:10.1088/1742-6596/2096/1/012160

Cited by 19 publications

(15 citation statements)

References 13 publications

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“…The extensive benefits of 5G, from its unparalleled speeds and ultra-low latency to its ability to dramatically improve network efficiency and enable groundbreaking applications, underscore its pivotal role in shaping the future of telecommunications. As 5G continues to evolve and integrate into the fabric of global communications, its full potential to drive technological advancement and societal progress will unfold, marking the dawn of a new era in connectivity [37,38].…”

Section: Advancements and Opportunities Afforded By 5g In Mobile Networkmentioning

confidence: 99%

The 5G revolution transforming connectivity and powering innovations

Nuriev,

Kalyashina,

Smirnov

et al. 2024

E3S Web Conf.

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This article delves into the transformative world of 5G technology, elucidating its foundational principles, technological advancements, and the global momentum behind its deployment. With an emphasis on the revolutionary capabilities of 5G, from unprecedented speeds and ultra-low latency to enhanced network efficiency, the article explores the myriad ways in which this next-generation technology is reshaping telecommunications and catalyzing innovations across diverse sectors such as autonomous transportation, smart cities, healthcare, and industrial automation. Highlighting case studies from pioneering regions like South Korea and China, the article showcases the real-world implementations and tangible benefits of 5G, underscoring its role in driving technological advancements and improving user experiences. Furthermore, insights from research projects like 5G-MoNArch and 5G-PICTURE provide a deeper understanding of 5G’s potential to revolutionize multimedia and entertainment, along with critical communication systems. The article also addresses the challenges and considerations inherent in the widespread adoption of 5G, including infrastructure upgrades, coverage expansion, security concerns, and the need for adaptive regulatory frameworks. Through an examination of these challenges, it emphasizes the importance of collaborative efforts among industry stakeholders, policymakers, and the international community to navigate the complexities of 5G deployment successfully. Concluding with a forward-looking perspective, the article posits 5G as a pivotal driver of future innovations, highlighting its potential to not only enhance connectivity but also to fundamentally alter the economic, industrial, and societal landscapes.

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Section: Advancements and Opportunities Afforded By 5g In Mobile Networkmentioning

confidence: 99%

The 5G revolution transforming connectivity and powering innovations

Nuriev,

Kalyashina,

Smirnov

et al. 2024

E3S Web Conf.

View full text Add to dashboard Cite

show abstract

“…Neural networks can also predict the performance of parallel algorithms based on their characteristics and the computing system's properties. This prediction capability aids developers in choosing the most effective algorithms and optimizing them for specific operational conditions, taking into account available resources like core count, memory size, and network bandwidth [30].…”

Section: Exploring Ai Approaches In Parallel Programmingmentioning

confidence: 99%

Advancing parallel programming integrating artificial intelligence for enhanced efficiency and automation

Zaripova,

Mentsiev,

Kovrizhnykh

2023

E3S Web Conf.

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This article delves into the burgeoning integration of Artificial Intelligence (AI) in parallel programming, highlighting its potential to transform the landscape of computational efficiency and developer experience. We begin by exploring the fundamental role of parallel programming in modern computing and the inherent challenges it presents, such as task distribution, synchronization, and memory management. The advent of AI, especially in machine learning and deep learning, offers novel solutions to these challenges. We discuss the application of AI in automating the creation of parallel programs, with a focus on automatic code generation, adaptive resource management, and the enhancement of developer experience. The article examines specific AI methods – genetic algorithms, reinforcement learning, and neural networks – and their application in optimizing various aspects of parallel programming. Further, we delve into the prospects of combining these AI methods for a synergistic effect, emphasizing the potential for increased efficiency and accuracy. The importance of integrating AI technologies with existing development tools is also highlighted, aiming to bring AI's benefits to a broader developer audience. The article concludes with an outlook on future research directions, including the development of adaptable AI models tailored to diverse tasks and environments in parallel programming. These advancements promise to make parallel programming more powerful, accessible, and efficient, paving the way for a new era of computational capability and innovation.

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“…Multithreaded programming inevitably leads to scenarios where multiple threads concurrently access shared data or resources. This can trigger race conditions, leading to indeterminate or erroneous program behavior [25].…”

Section: Challenges and Solutions In Merging Parallel Computing With ...mentioning

confidence: 99%

The principles of building a parallel program for steganographic file protection

Nuriev,

Zaripova,

Sitnikov

et al. 2023

E3S Web of Conf.

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In the modern era, the unprecedented growth of data and its consequential demands on transmission and storage systems have highlighted the necessity for efficient and secure information processing mechanisms. This paper delves into the potential of steganography as a robust tool for ensuring confidentiality by embedding data covertly within other files. Recognizing the limitations of traditional steganographic techniques in the face of expansive contemporary data sets, the paper explores the amalgamation of parallel programming with steganographic processes. Such a fusion promises to distribute computational tasks effectively, thereby reducing the overall execution time. Detailed discussions underscore the significance of data decomposition, process synchronization, and thread coordination, illustrating how parallel algorithms can markedly expedite concealed data embedding and extraction. However, inherent challenges like minimizing thread communication, optimizing shared data access, and preventing race conditions are brought to the fore. Solutions are proposed through diverse methods, tools, and design strategies aimed at streamlining workload distribution and enhancing task execution. In conclusion, the paper emphasizes that blending steganography with parallel programming can potentially revolutionize data protection systems, with continual refinements in techniques and methods driving the domain towards offering more potent solutions for electronic data confidentiality and security.

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On the Condition of Covering Completeness in Associative Steganography

Cited by 19 publications

References 13 publications

The 5G revolution transforming connectivity and powering innovations

The 5G revolution transforming connectivity and powering innovations

Advancing parallel programming integrating artificial intelligence for enhanced efficiency and automation

The principles of building a parallel program for steganographic file protection

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