As intelligent terminal devices become more and more common in daily life, the amount of work involved in computer work is increasing. Excessive task migrations can create significant resource stress on edge servers a...
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This research focuses on the evolving field of hybrid computing, which combines traditional computing architectures with advanced computational paradigms like quantum computing, neuromorphic computing, or cloud-edge c...
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ISBN:
(纸本)9798331515911
This research focuses on the evolving field of hybrid computing, which combines traditional computing architectures with advanced computational paradigms like quantum computing, neuromorphic computing, or cloud-edge computing. Hybrid computing involves integrating multiple computing models or systems to leverage their complementary strengths. For example, combining classical computing with quantum or neuromorphic approaches to solve complex problems more efficiently. The goal is to enhance computational power, increase efficiency, and tackle problems that are difficult for traditional computing models alone. Emerging technologies, including quantum computing, machine learning, and AI, are driving the need for hybrid systems. These technologies enable the handling of more complex computations that classical systems struggle with, such as optimization, simulation, and cryptography. The integration of cloud and edge computing is also central to hybrid computing, enabling decentralized computation and processing closer to data sources. Combining different computing paradigms requires seamless communication and integration between systems, which is a significant technical challenge. Main challenging areas are scalability, software and hardware compatibility, energy efficiency and security. There is a need for standard protocols and frameworks to enable smoother integration of various computing systems. New algorithms that can take advantage of hybrid architectures need to be developed. Depend on applications significant advancements in hardware, including quantum processors, neuromorphic chips, and integrated hybrid processors required. The rise of hybrid computing will also bring ethical concerns, such as the impact on jobs, privacy, and inequality in access to advanced technologies. The study concludes by emphasizing the transformative potential of hybrid computing while acknowledging the technical, economic, and societal hurdles that need to be overcome. It highlights
Irrigation control is essential for optimizing water usage in smart agricultural systems, especially where there is water scarcity. The fast development of IoT and fog computing brings up new opportunities for develop...
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This study introduces the research methods for detecting changes in the mangroves of Dongzhaigang, Hainan from 2019 to 2023. Mangrove ecosystems play a crucial role in providing habitats and have ecological and econom...
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This study explores the impact of AI-powered cloud computing on the resilience of healthcare systems, focusing on the resources building block of the World Health Organization. The study adopts the interpretivism phil...
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In a smart power architecture, the communication medium is a primary target for cyberattacks. When the network is exposed, the risk of intruding the system components to access, modify, or compromise sensitive informa...
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This paper aims to leverage massive statistics algorithms and cloud computing to create centralized electronic fitness statistics (EHRs) that are quickly and easily handy for all authorized healthcare professionals. T...
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The embedded fog computing is motivating a major prototype transferal in healthcare systems. Branded by decentralized data processing and storage, moving these functions closer to the source of data generation, fog co...
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With the rapid development of artificial intelligence, edge computing and distributed collaborative processing, more effective solutions have been provided to solve the problems in the field of maritime communications...
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Numerous individuals worldwide live with physical disabilities, such as paralysis, which hinders their ability to communicate effectively. Those who have experienced accidents or trauma also face communication challen...
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