This book provides a comprehensive introduction to the foundations and frontiers of graph neural networks. In addition, the book introduces the basic concepts and definitions in graph representation learning and discusses the development of advanced graph representation learning methods with a focus on graph neural networks. The book providers researchers and practitioners with an understanding of the fundamental issues as well as a launch point for discussing the latest trends in the science. The authors emphasize several frontier aspects of graph neural networks and utilize graph data to describe pairwise relations for real-world data from many different domains, including social science, chemistry, and biology. Several frontiers of graph neural networks are introduced, which enable readers to acquire the needed techniques of advances in graph neural networks via theoretical models and real-world applications.
heterogeneous graphs. Further, the book introduces different applications of NE such as recommendation and information diffusion prediction. Finally, the book concludes the methods and applications and looks forward to the future directions.
Divine State was deceased when Xie Fei came into being. He used iron and blood to sweep the world, unifying everything under the heavens. Iron hoof trampling, the strong man is still the same; the beauty is more charming, the romance is eternal.
This unique compendium introduces in detail the basic theory, process methods, property evaluation, research progress, development trend, and basic scientific issues in the combination of graphene and its composite materials in recent years.The useful reference text focuses on four categories of graphene composite materials based on the matrix materials, metal, resin, rubber composites, and composite coatings. The research background, research achievements, and possible applications in the corresponding fields of each section are also reviewed.
Leverage the power of Kubernetes to build an efficient software delivery pipeline. Key FeaturesLearn about DevOps, containers, and Kubernetes all within one handy bookA practical guide to container management and orchestrationLearn how to monitor, log, and troubleshoot your Kubernetes applicationsBook Description Kubernetes has been widely adopted across public clouds and on-premise data centers. As we're living in an era of microservices, knowing how to use and manage Kubernetes is an essential skill for everyone in the IT industry. This book is a guide to everything you need to know about Kubernetes—from simply deploying a container to administrating Kubernetes clusters wisely. You'll learn about DevOps fundamentals, as well as deploying a monolithic application as microservices and using Kubernetes to orchestrate them. You will then gain an insight into the Kubernetes network, extensions, authentication and authorization. With the DevOps spirit in mind, you'll learn how to allocate resources to your application and prepare to scale them efficiently. Knowing the status and activity of the application and clusters is crucial, so we’ll learn about monitoring and logging in Kubernetes. Having an improved ability to observe your services means that you will be able to build a continuous delivery pipeline with confidence. At the end of the book, you'll learn how to run managed Kubernetes services on three top cloud providers: Google Cloud Platform, Amazon Web Services, and Microsoft Azure. What you will learnLearn fundamental and advanced DevOps skills and tools Get a comprehensive understanding of containersDockerize an applicationAdministrate and manage Kubernetes clusterExtend the cluster functionality with custom resourcesUnderstand Kubernetes network and service mesh Implement Kubernetes logging and monitoringManage Kubernetes services in Amazon Web Services, Google Cloud Platform,and Microsoft Azure Who this book is for This book is for anyone who wants to learn containerization and clustering in a practical way using Kubernetes. No prerequisite skills are required, however, essential DevOps skill and public/private Cloud knowledge will accelerate the reading speed. If you're advanced, you can get a deeper understanding of all the tools and technique described in the book.
Provides a history of the modernization of the Chinese postal service, with chapters on the problems of modernizing postal communication, the Ch'ing official post, letter agencies, early foreign postal establishments in China, the origin and development of the customs post, attempts to create a national postal service, and the establishment of the Imperial Post Office.
SRv6 Network Programming, beginning with the challenges for Internet Protocol version 6 (IPv6) network development, describes the background, roadmap design, and implementation of Segment Routing over IPv6 (SRv6), as well as the application of this technology in traditional and emerging services. The book begins with the development of IP technologies by focusing on the problems encountered during MPLS and IPv6 network development, giving readers insights into the problems tackled by SRv6 and the value of SRv6. It then goes on to explain SRv6 fundamentals, including SRv6 packet header design, the packet forwarding process, protocol extensions such as Interior Gateway Protocol (IGP), Border Gateway Protocol (BGP), and Path Computation Element Protocol (PCEP) extensions, and how SRv6 supports existing traffic engineering (TE), virtual private networks (VPN), and reliability requirements. Next, SRv6 network deployment is introduced, covering the evolution paths from existing networks to SRv6 networks, SRv6 network deployment processes, involved O&M technologies, and emerging 5G and cloud services supported by SRv6. Bit Index Explicit Replication IPv6 encapsulation (BIERv6), an SRv6 multicast technology, is then introduced as an important supplement to SRv6 unicast technology. The book concludes with a summary of the current status of the SRv6 industry and provides an outlook for new SRv6-based technologies. SRv6 Network Programming: Ushering in a New Era of IP Networks collects the research results of Huawei SRv6 experts and reflects the latest development direction of SRv6. With rich, clear, practical, and easy-to-understand content, the volume is intended for network planning engineers, technical support engineers and network administrators who need a grasp of the most cutting-edge IP network technology. It is also intended for communications network researchers in scientific research institutions and universities. Authors: Zhenbin Li is the Chief Protocol Expert of Huawei and member of the IETF IAB, responsible for IP protocol research and standards promotion at Huawei. Zhibo Hu is a Senior Huawei Expert in SR and IGP, responsible for SR and IGP planning and innovation. Cheng Li is a Huawei Senior Pre-research Engineer and IP standards representative, responsible for Huawei's SRv6 research and standardization.
This memoir presents a special look into Professor Cheng-Few Lee's formative childhood years, his distinguished career as a respected scholar and conference organizer, and his substantial experience in the fields of education and policy-making. It shares the innovative methods and forward-looking educational philosophy that underpin the rigorous training of his students in finance and accounting. This memoir also reflects upon Professor Lee's life experiences, and his involvement in business consulting and government policy-making. Readers will enjoy this private retrospection into the memories, experiences, and philosophy of this humble man, who is counted among the most published finance professors and experienced journal editors in the world.
This book presents four approaches to jointly training bidirectional neural machine translation (NMT) models. First, in order to improve the accuracy of the attention mechanism, it proposes an agreement-based joint training approach to help the two complementary models agree on word alignment matrices for the same training data. Second, it presents a semi-supervised approach that uses an autoencoder to reconstruct monolingual corpora, so as to incorporate these corpora into neural machine translation. It then introduces a joint training algorithm for pivot-based neural machine translation, which can be used to mitigate the data scarcity problem. Lastly it describes an end-to-end bidirectional NMT model to connect the source-to-target and target-to-source translation models, allowing the interaction of parameters between these two directional models.
Anthony C. Yu’s translation of The Journey to the West,initially published in 1983, introduced English-speaking audiences to the classic Chinese novel in its entirety for the first time. Written in the sixteenth century, The Journey to the West tells the story of the fourteen-year pilgrimage of the monk Xuanzang, one of China’s most famous religious heroes, and his three supernatural disciples, in search of Buddhist scriptures. Throughout his journey, Xuanzang fights demons who wish to eat him, communes with spirits, and traverses a land riddled with a multitude of obstacles, both real and fantastical. An adventure rich with danger and excitement, this seminal work of the Chinese literary canonis by turns allegory, satire, and fantasy. With over a hundred chapters written in both prose and poetry, The Journey to the West has always been a complicated and difficult text to render in English while preserving the lyricism of its language and the content of its plot. But Yu has successfully taken on the task, and in this new edition he has made his translations even more accurate and accessible. The explanatory notes are updated and augmented, and Yu has added new material to his introduction, based on his original research as well as on the newest literary criticism and scholarship on Chinese religious traditions. He has also modernized the transliterations included in each volume, using the now-standard Hanyu Pinyin romanization system. Perhaps most important, Yu has made changes to the translation itself in order to make it as precise as possible. One of the great works of Chinese literature, The Journey to the West is not only invaluable to scholars of Eastern religion and literature, but, in Yu’s elegant rendering, also a delight for any reader.
The Pocket Atlas of Pulse Diagnosis unravels the mystery of pulse diagnosis. Detailed explanations of the 28 individual pulses are presented, along with simple diagrams that vividly illustrate how the different pulses should feel like under the fingers at each level of palpation.
A comprehensive guide to 3D MEMS packaging methods and solutions Written by experts in the field, Advanced MEMS Packaging serves as a valuable reference for those faced with the challenges created by the ever-increasing interest in MEMS devices and packaging. This authoritative guide presents cutting-edge MEMS (microelectromechanical systems) packaging techniques, such as low-temperature C2W and W2W bonding and 3D packaging. This definitive resource helps you select reliable, creative, high-performance, robust, and cost-effective packaging techniques for MEMS devices. The book will also aid in stimulating further research and development in electrical, optical, mechanical, and thermal designs as well as materials, processes, manufacturing, testing, and reliability. Among the topics explored: Advanced IC and MEMS packaging trends MEMS devices, commercial applications, and markets More than 360 MEMS packaging patents and 10 3D MEMS packaging designs TSV for 3D MEMS packaging MEMS wafer thinning, dicing, and handling Low-temperature C2C, C2W, and W2W bonding Reliability of RoHS-compliant MEMS packaging Micromachining and water bonding techniques Actuation mechanisms and integrated micromachining Bubble switch, optical switch, and VOA MEMS packaging Bolometer and accelerameter MEMS packaging Bio-MEMS and biosensor MEMS packaging RF MEMS switches, tunable circuits, and packaging
This will help us customize your experience to showcase the most relevant content to your age group
Please select from below
Login
Not registered?
Sign up
Already registered?
Success – Your message will goes here
We'd love to hear from you!
Thank you for visiting our website. Would you like to provide feedback on how we could improve your experience?
This site does not use any third party cookies with one exception — it uses cookies from Google to deliver its services and to analyze traffic.Learn More.