Zehua Guo's Books

Bringing Machine Learning to Software-Defined Networks

By: Zehua Guo

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Bringing Machine Learning to Software-Defined Networks

By: Zehua Guo

Emerging machine learning techniques bring new opportunities to flexible network control and management. This book focuses on using state-of-the-art machine learning-based approaches to improve the performance of Software-Defined Networking (SDN). It will apply several innovative machine learning methods (e.g., Deep Reinforcement Learning, Multi-Agent Reinforcement Learning, and Graph Neural Network) to traffic engineering and controller load balancing in software-defined wide area networks, as well as flow scheduling, coflow scheduling, and flow migration for network function virtualization in software-defined data center networks. It helps readers reflect on several practical problems of deploying SDN and learn how to solve the problems by taking advantage of existing machine learning techniques. The book elaborates on the formulation of each problem, explains design details for each scheme, and provides solutions by running mathematical optimization processes, conducting simulated experiments, and analyzing the experimental results.

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Publisher

Springer Nature

Published Date

ISBN 10

9811948747

ISBN 13

9789811948749

Triangle Mesh Watermarking and Steganography

By: Hang Zhou,Kejiang Chen,Zehua Ma,Feng Wang,Weiming Zhang

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Triangle Mesh Watermarking and Steganography

By: Hang Zhou,Kejiang Chen,Zehua Ma,Feng Wang,Weiming Zhang

This book provides a systematic overview of watermarking and steganography methods for triangle meshes related to computer graphics and security. The significance of this research has been well recognized by the growing body of work on watermarking, steganography and steganalysis of 3D meshes. With the evolution of the CAD industry and real-world end-user applications such as virtual reality (VR) and 3D printing, 3D meshes have attracted world-wide attention. Besides, the flexible data structure of 3D geometry provides enough space to embed secret information, making it ideal for applications such as copyright protection and covert communication. Our goal of the book is to allow readers to systematically understand 3D mesh information hiding technology and its applications as a whole. The book outlines comprehensive techniques, including handcrafted and deep learning-based techniques, digital and physical techniques in the literature and provides standard evaluation metrics for triangle meshes. The up-to-date geometrical deep learning and 3D printing-related algorithms are also covered. Offering a rich blend of ideas and algorithms, the book is up-to-date and self-contained. It is an excellent reference resource for users who are seeking 3D mesh watermarking and steganography algorithms, as well as for graduate students and researchers wanting to grasp the frontiers of triangular mesh processing on data hiding.

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197

Publisher

Springer Nature

Published Date

ISBN 10

9811977208

ISBN 13

9789811977206

Advances in Statistics

Proceedings of the Conference in Honor of Professor Zhidong Bai on His 65th Birthday, National University of Singapore, 20 July 2008

By: Zhidong Bai,Zehua Chen,Jin-Ting Zhang,Feifang Hu

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Advances in Statistics

Proceedings of the Conference in Honor of Professor Zhidong Bai on His 65th Birthday, National University of Singapore, 20 July 2008

By: Zhidong Bai,Zehua Chen,Jin-Ting Zhang,Feifang Hu

Throughout history, men have repeatedly made judgments regarding their own conduct and that of their fellow men. Some acts have been judged to be right or good, while other acts have been denounced as wrong or evil. Ethical judgment in medicine, as in other areas of life, is an attempt to distinguish between good and bad conduct. This book is based on three lectures given by the author as the Medical Director of Eye Clinic Singapura International. The first lecture was an address delivered to medical undergraduates at the National University of Singapore in 1975. The second was a Commonwealth Medical Association lecture delivered a decade ago. The third was a Singapore Medical Association lecture delivered in 1981. This volume, emphasizing the principles of medical ethics, has been kept simple and brief, and it is hoped that it will make interesting reading for both medical professionals and the general public.

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Page Count

397

Publisher

World Scientific

Published Date

ISBN 10

9812793097

ISBN 13

9789812793096

Book's by Zehua Guo

Bringing Machine Learning to Software-Defined Networks

Bringing Machine Learning to Software-Defined Networks

Triangle Mesh Watermarking and Steganography

Triangle Mesh Watermarking and Steganography

Advances in Statistics

Advances in Statistics

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