Agent Centric Operating System – A Comprehensive Review and Outlook for Operating System DOI Creative Commons
Shi Jia, Xinbo Wang, Mingli Song

et al.

Published: Dec. 18, 2024

The operating system (OS) is the backbone of modern computing, providing essential services and managing resources for computer hardware software. This review paper offers an in-depth analysis systems’ evolution, current state, prospects. We begin with overview concept significance systems in digital era. In second section, we delve into existing released systems, examining their architectures, functionalities, ecosystems they support. then explore recent advances OS highlighting innovations real-time processing, distributed security. third section focuses on new era discussing emerging trends like Internet Things (IoT), cloud artificial intelligence (AI) integration. also consider challenges opportunities presented by these developments. concludes a synthesis landscape forward-looking discussion future trajectories including open issues areas ripe further research innovation. Finally, put forward architecture.

Language: Английский

Implementation of seamless assistance with Google Assistant leveraging cloud computing DOI Creative Commons
Jiaxin Huang, Yifan Zhang,

Jingyu Xu

et al.

Applied and Computational Engineering, Journal Year: 2024, Volume and Issue: 64(1), P. 169 - 175

Published: May 14, 2024

AI and cloud native are mutually reinforcing inseparable. Due to the huge storage computing power requirements, most applications need support, especially large model If has influenced software industry a considerable extent in past few years, big boom means that become standard option for developers.This paper describes rise of their integration with traditional development workflows, pointing out challenges enterprises developers face when integrating models. With cloud-native technologies, combination artificial intelligence is becoming increasingly important. Cloud-native technologies provide infrastructure needed build run resilient scalable applications, while distributed supports multi-cloud integration, enabling unified foundation "one cloud, multiple computing." As an intelligent voice Assistant, Google Assistant achieves more intelligent, convenient efficient user experience through smart home control, enterprise customer service healthcare. Finally, this points advantages combining computing, providing convenient, experience.

Language: Английский

Citations

22
Practical applications of advanced cloud services and generative AI systems in medical image analysis DOI Creative Commons

Jingyu Xu,

Binbin Wu,

Jiaxin Huang

et al.

Applied and Computational Engineering, Journal Year: 2024, Volume and Issue: 64(1), P. 82 - 87

Published: May 14, 2024

The medical field is one of the important fields in application artificial intelligence technology. With explosive growth and diversification data, as well continuous improvement needs challenges, technology playing an increasingly role field. Artificial technologies represented by computer vision, natural language processing, machine learning have been widely penetrated into diverse scenarios such imaging, health management, information, drug research development, become driving force for improving level quality services. article explores transformative potential generative AI emphasizing its ability to generate synthetic enhance images, aid anomaly detection, facilitate image-to-image translation. Despite challenges like model complexity, applications models healthcare, including Med-PaLM 2 technology, show promising results. By addressing limitations dataset size diversity, these contribute more accurate diagnoses improved patient outcomes. However, ethical considerations collaboration among stakeholders are essential responsible implementation. Through experiments leveraging GANs augment brain tumor MRI datasets, study demonstrates how can image ultimately advancing diagnostics care.

Language: Английский

Citations

20
Integration of computer networks and artificial neural networks for an AI-based network operator DOI Creative Commons

Binbin Wu,

Jingyu Xu,

Yifan Zhang

et al.

Applied and Computational Engineering, Journal Year: 2024, Volume and Issue: 64(1), P. 115 - 120

Published: May 14, 2024

This paper proposes an integrated approach combining computer networks and artificial neural to construct intelligent network operator, functioning as AI model. State information from is transformed into embedded vectors, enabling the operator efficiently recognize different pieces of accurately output appropriate operations for at each step. The has undergone comprehensive testing, achieving a 100% accuracy rate, thus eliminating operational risks. Additionally, simple simulator created encapsulated training testing environment components, automation data collection, training, processes. abstract outline core contributions while highlighting innovative methodology employed in development validation AI-based operator.

Language: Английский

Citations

18
Intelligent robotic control system based on computer vision technology DOI Creative Commons
Chang Che, Haotian Zheng, Zengyi Huang

et al.

Applied and Computational Engineering, Journal Year: 2024, Volume and Issue: 64(1), P. 142 - 147

Published: May 14, 2024

Computer vision is a kind of simulation biological using computers and related equipment. It an important part the field artificial intelligence. Its research goal to make have ability recognize three-dimensional environmental information through two-dimensional images. based on image processing technology, signal probability statistical analysis, computational geometry, neural network, machine learning theory computer analysis visual information.The article explores intersection technology robotic control, highlighting its importance in various fields such as industrial automation, healthcare, protection. which simulates human observation, plays crucial role enabling robots perceive understand their surroundings, leading advancements tasks like autonomous navigation, object recognition, waste management. By integrating with robot gain interact intelligently environment, improving efficiency, quality, sustainability. The also discusses methodologies for developing intelligent garbage sorting robots, emphasizing application feature extraction, reinforcement techniques. Overall, integration control holds promise enhancing human-computer interaction, manufacturing, protection efforts.

Language: Английский

Citations

17
Optimizing Human–Machine Collaboration in NLP for Enhanced Content Generation and Decision-Making DOI

Priyanka V. Deshmukh,

Aniket K. Shahade

Lecture notes in networks and systems, Journal Year: 2025, Volume and Issue: unknown, P. 179 - 187

Published: Jan. 1, 2025

Language: Английский

Citations

0
Agent Centric Operating System – A Comprehensive Review and Outlook for Operating System DOI Creative Commons
Shi Jia, Xinbo Wang, Mingli Song

et al.

Published: Dec. 18, 2024

The operating system (OS) is the backbone of modern computing, providing essential services and managing resources for computer hardware software. This review paper offers an in-depth analysis systems’ evolution, current state, prospects. We begin with overview concept significance systems in digital era. In second section, we delve into existing released systems, examining their architectures, functionalities, ecosystems they support. then explore recent advances OS highlighting innovations real-time processing, distributed security. third section focuses on new era discussing emerging trends like Internet Things (IoT), cloud artificial intelligence (AI) integration. also consider challenges opportunities presented by these developments. concludes a synthesis landscape forward-looking discussion future trajectories including open issues areas ripe further research innovation. Finally, put forward architecture.

Language: Английский

Citations

0