Interdisciplinary Approaches: Fog/Cloud Computing and IoT for AI and Robotics Integration

Singh, Prabh Deep; Singh, Kiran Deep

doi:10.4108/airo.3620

Cited by 3 publications

References 20 publications

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Auto-Scaling Techniques in Cloud Computing: Issues and Research Directions

Alharthi,

Alshamsi,

Alseiari

et al. 2024

Sensors

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In the dynamic world of cloud computing, auto-scaling stands as a beacon of efficiency, dynamically aligning resources with fluctuating demands. This paper presents a comprehensive review of auto-scaling techniques, highlighting significant advancements and persisting challenges in the field. First, we overview the fundamental principles and mechanisms of auto-scaling, including its role in improving cost efficiency, performance, and energy consumption in cloud services. We then discuss various strategies employed in auto-scaling, ranging from threshold-based rules and queuing theory to sophisticated machine learning and time series analysis approaches. After that, we explore the critical issues in auto-scaling practices and review several studies that demonstrate how these challenges can be addressed. We then conclude by offering insights into several promising research directions, emphasizing the development of predictive scaling mechanisms and the integration of advanced machine learning techniques to achieve more effective and efficient auto-scaling solutions.

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Auto-Scaling Techniques in Cloud Computing: Issues and Research Directions

Alharthi,

Alshamsi,

Alseiari

et al. 2024

Sensors

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A Comprehensive Introduction to Cloud Computing Revolution

Ashwini,

Balasubramaniam,

Kadry

2024

Advances in Healthcare Information Systems and Administration

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Cloud computing can be considered as a revolution of how commercial enterprises obtain and use computational services. In a narrow sense, cloud computing means the rent of services over the Internet with its characteristics such as storage, computing, and applications. An organization can host an application in minutes and run it without having to invest a week or a month in procuring the necessary hardware and setting it up with the help of cloud. This is made possible by the flexibility brought about by pay as you go, eliminating cases where firms incur bills in resources they did not or will not require. Privacy is an essential aspect within the cloud computing that is still emerging. This is done through nurturance of proper encryption, security check and risk analysis, creation of organizational standards and compliance to other standards. These risks should be well understood by all organizations to make sure that measures are employed to make cloud security not to hinder the adoption of this technology that holds great promises for the growth of their business processes.

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Innovations in Cloud Storage

Devarajan

2024

Advances in Computational Intelligence and Robotics

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As the demand for efficient and scalable data storage solutions continues to rise, the integration of artificial intelligence (AI) technologies with cloud storage systems has emerged as a promising avenue for innovation. This chapter explores the intersection of AI and cloud storage, investigating how AI-driven approaches are revolutionizing traditional cloud storage practices and unlocking new opportunities for enhanced performance and functionality. Through a comprehensive review of literature and case studies, this study examines the role of AI in optimizing data management, improving security measures, and enabling intelligent data processing within cloud storage environments. Furthermore, this chapter delves into the implications of AI-driven innovation for businesses and organizations, highlighting the potential benefits of increased efficiency, cost savings, and competitive advantage.

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Interdisciplinary Approaches: Fog/Cloud Computing and IoT for AI and Robotics Integration

Cited by 3 publications

References 20 publications

Auto-Scaling Techniques in Cloud Computing: Issues and Research Directions

Auto-Scaling Techniques in Cloud Computing: Issues and Research Directions

A Comprehensive Introduction to Cloud Computing Revolution

Innovations in Cloud Storage

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