This book examines whether the integration of edge intelligence (EI) and blockchain (BC) can open up new horizons for providing ubiquitous intelligent services. Accordingly, the authors conduct a summarization of the recent research efforts on the existing works for EI and BC, further painting a comprehensive picture of the limitation of EI and why BC could benefit EI. To examine how to integrate EI and BC, the authors discuss the BC-driven EI and tailoring BC to EI, including an overview, motivations, and integrated frameworks. Finally, some challenges and future directions are explored. The book explores the technologies associated with the integrated system between EI and BC, and further bridges the gap between immature BC and EI-amicable BC. Explores the integration of edge intelligence (EI) and blockchain (BC), including their integrated motivations, frameworks and challenges; Presents how BC-driven EI can realize computing-power management, data administration, and model optimization; Describes how to tailor BC to better support EI, including flexible consensus protocol, effective incentive mechanism, intellectuality smart contract, and scalable BC system tailoring; Presents some key research challenges and future directions for the integrated system.
First published in 1983. Professor Paul Chao writes Chinese Kinship in the line of the Chinese tradition; it is in this tradition that cultural complexes, such as family structure and kinship in relation to religious, political and economic organizations, are expounded by analysis of concepts and supported by historical documents. For the anthropological study of kinship is indispensable as a supplement to important historical work on basis of written documents. Professor Chao has made, in the main, a study of kinship in China of all known periods. He has taken the points of view of social anthropology and has also given a history of his topic.
This book examines male dan, a male actor who performs female roles in Chinese theatre. Through the rise, fall and tenuous survival of male dan in Chinese history, Guo Chao reflects the transformations in the social zeitgeist in China, especially the politics of gender and sexuality. The breadth of this study reflects a diversified set of sources, ranging from classical to contemporary texts (texts of jingju plays, memoirs, collections of notation books) and other commentaries and critical evaluations of dan actors (in both English and Chinese languages) to video and audio materials, films and personal interviews. This book will be of great interest to students and scholars of East Asian/Chinese studies across the fields of theatre, history, culture and literature.
From early times, Daoist writers claimed to receive scriptures via revelation from heavenly beings. In numerous cases, these writings were composed over the course of many nights and by different mediums. New revelations were often hastily appended, and the resulting unevenness gave rise to the impression that Daoist texts often appear slapdash and contain contradictions. A Library of Clouds focuses on the re-writing of Daoist scriptures in the Upper Clarity (Shangqing) lineage in fourth- and fifth-century China. Scholarship on Upper Clarity Daoism has been dominated by attempts to uncover “original” or “authentic” texts, which has resulted in the neglect of later scriptures—including the work fully translated and annotated here, the Scripture of the Immaculate Numen, one of the Three Wonders (sanqi) and among the most prized Daoist texts in medieval China. The scripture’s lack of a coherent structure and its different authorial voices have led many to see it not as a unified work but the creation of different editors who shaped and reshaped it over time. A Library of Clouds constructs new ways of understanding the complex authorship of texts like the Scripture of the Immaculate Numen and their place in early medieval Daoism. It stresses their significance in understanding the ways in which manuscripts were written, received, and distributed in early medieval China. By situating the scripture within its immediate hagiographic and ritual contexts, it suggests that this kind of revelatory literature is best understood as a pastiche of ideas, a process of weaving together previously circulating notions and beliefs into a new scriptural fabric.
Written by leading experts in the field, this book highlights an authoritative and comprehensive introduction to thermo-mechanically coupled cyclic deformation and fatigue failure of shape memory alloys. The book deals with: (1) experimental observations on the cyclic deformation and fatigue failure in the macroscopic and microscopic scales; (2) molecular dynamics and phase-field simulations for the thermo-mechanical behaviors and underlying mechanisms during cyclic deformation; (3) macroscopic phenomenological and crystal plasticity-based cyclic constitutive models; and (4) fatigue failure models. This book is an important reference for students, practicing engineers and researchers who study shape memory alloys in the areas of mechanical, civil and aerospace engineering as well as materials science.
A powerful cultivator who had been reborn had somehow ended up in the hands of a high school student, saved the beauty of the school belle, made a bet with the beautiful vice principal, was a wild and strong girlfriend ... This was because every single movement of Lu Chong was incredible!
This book investigates compressive sensing techniques to provide a robust and general framework for network data analytics. The goal is to introduce a compressive sensing framework for missing data interpolation, anomaly detection, data segmentation and activity recognition, and to demonstrate its benefits. Chapter 1 introduces compressive sensing, including its definition, limitation, and how it supports different network analysis applications. Chapter 2 demonstrates the feasibility of compressive sensing in network analytics, the authors we apply it to detect anomalies in the customer care call dataset from a Tier 1 ISP in the United States. A regression-based model is applied to find the relationship between calls and events. The authors illustrate that compressive sensing is effective in identifying important factors and can leverage the low-rank structure and temporal stability to improve the detection accuracy. Chapter 3 discusses that there are several challenges in applying compressive sensing to real-world data. Understanding the reasons behind the challenges is important for designing methods and mitigating their impact. The authors analyze a wide range of real-world traces. The analysis demonstrates that there are different factors that contribute to the violation of the low-rank property in real data. In particular, the authors find that (1) noise, errors, and anomalies, and (2) asynchrony in the time and frequency domains lead to network-induced ambiguity and can easily cause low-rank matrices to become higher-ranked. To address the problem of noise, errors and anomalies in Chap. 4, the authors propose a robust compressive sensing technique. It explicitly accounts for anomalies by decomposing real-world data represented in matrix form into a low-rank matrix, a sparse anomaly matrix, an error term and a small noise matrix. Chapter 5 addresses the problem of lack of synchronization, and the authors propose a data-driven synchronization algorithm. It can eliminate misalignment while taking into account the heterogeneity of real-world data in both time and frequency domains. The data-driven synchronization can be applied to any compressive sensing technique and is general to any real-world data. The authors illustrates that the combination of the two techniques can reduce the ranks of real-world data, improve the effectiveness of compressive sensing and have a wide range of applications. The networks are constantly generating a wealth of rich and diverse information. This information creates exciting opportunities for network analysis and provides insight into the complex interactions between network entities. However, network analysis often faces the problems of (1) under-constrained, where there is too little data due to feasibility and cost issues in collecting data, or (2) over-constrained, where there is too much data, so the analysis becomes unscalable. Compressive sensing is an effective technique to solve both problems. It utilizes the underlying data structure for analysis. Specifically, to solve the under-constrained problem, compressive sensing technologies can be applied to reconstruct the missing elements or predict the future data. Also, to solve the over-constraint problem, compressive sensing technologies can be applied to identify significant elements To support compressive sensing in network data analysis, a robust and general framework is needed to support diverse applications. Yet this can be challenging for real-world data where noise, anomalies and lack of synchronization are common. First, the number of unknowns for network analysis can be much larger than the number of measurements. For example, traffic engineering requires knowing the complete traffic matrix between all source and destination pairs, in order to properly configure traffic and avoid congestion. However, measuring the flow between all source and destination pairs is very expensive or even infeasible. Reconstructing data from a small number of measurements is an underconstrained problem. In addition, real-world data is complex and heterogeneous, and often violate the low-level assumptions required by existing compressive sensing techniques. These violations significantly reduce the applicability and effectiveness of existing compressive sensing methods. Third, synchronization of network data reduces the data ranks and increases spatial locality. However, periodic time series exhibit not only misalignment but also different frequencies, which makes it difficult to synchronize data in the time and frequency domains. The primary audience for this book is data engineers, analysts and researchers, who need to deal with big data with missing anomalous and synchronization problems. Advanced level students focused on compressive sensing techniques will also benefit from this book as a reference.
To deal with environmental deterioration and energy crises, developing clean and sustainable energy resources has become the strategic goal of the majority of countries in the global community. Lithium-ion batteries are the modes of power and energy storage in the new energy industry, and are also the main power source of new energy vehicles. State-of-charge (SOC) and state-of-health (SOH) are important indicators to measure whether a battery management system (BMS) is safe and effective. Therefore, this book focuses on the co-estimation strategies of SOC and SOH for power lithium-ion batteries. The book describes the key technologies of lithium-ion batteries in SOC and SOH monitoring and proposes a collaborative optimization estimation strategy based on neural networks (NN), which provide technical references for the design and application of a lithium-ion battery power management system. The theoretical methods in this book will be of interest to scholars and engineers engaged in the field of battery management system research.
Originally invented for generating the first artificial nuclear reactions, particle accelerators have undergone, during the past 80 years, a fascinating development that is an impressive example of the inventiveness and perseverance of scientists and engineers. Since the early 1980s, accelerator science and technology has been booming. Today, accelerators are the prime tool for high energy physics to probe the structure of matter to an unknown depth. They are also, as synchrotron radiation sources, the most versatile tool for characterizing materials and processes and for producing micro- and nanostructured devices. The determination of the structure of large biomolecules is presently among the best examples of the application of synchrotron radiation. Finally, accelerators have grown more and more important for medicine, which is relying on them for advanced cancer therapy and radio-surgery. And there are more applications, including the generation of neutrons for materials science, the transmutation of nuclear waste with simultaneous production of electrical power, the sterilization of medical supplies and of foodstuff, and the inspection of trucks by customs or security services.This book is meant to provide basic training in modern accelerators for students, teachers, and interested scientists and engineers working in other fields. It is a result of the 3rd International Accelerator School, held in 2002 in Singapore under the auspices of the Overseas Chinese Physics Association (OCPA). Reputable experts, including a recent prize-winner, cover the field of cyclic and linear accelerators from the basic theoretical tools to forefront developments such as the X-ray free electron laser or the latest proton therapy facilities under construction.Accelerators, the art of building them, and the science for understanding their function have become a very exciting field of research. This book conveys the excitement of the experts to the reader.The proceedings have been selected for coverage in: ? Index to Scientific & Technical Proceedings? (ISTP? / ISI Proceedings)? Index to Scientific & Technical Proceedings (ISTP CDROM version / ISI Proceedings)? CC Proceedings ? Engineering & Physical Sciences
CMOS Past, Present and Future provides insight from the basics, to the state-of-the-art of CMOS processing and electrical characterization, including the integration of Group IV semiconductors-based photonics. The book goes into the pitfalls and opportunities associated with the use of hetero-epitaxy on silicon with strain engineering and the integration of photonics and high-mobility channels on a silicon platform. It begins with the basic definitions and equations, but extends to present technologies and challenges, creating a roadmap on the origins of the technology and its evolution to the present, along with a vision for future trends. The book examines the challenges and opportunities that materials beyond silicon provide, including a close look at high-k materials and metal gate, strain engineering, channel material and mobility, and contacts. The book's key approach is on characterizations, device processing and electrical measurements. Addresses challenges and opportunities for the use of CMOS Covers the latest methods of strain engineering, materials integration to increase mobility, nano-scaled transistor processing, and integration of CMOS with photonic components Provides a look at the evolution of CMOS technology, including the origins of the technology, current status and future possibilities
An extensive update of the classic reference on organic reactions in water Published almost a decade ago, the first edition has served as the guide for research in this burgeoning field. Due to the cost, safety, efficiency, and environmental friendliness of water as a solvent, there are many new applications in industry and academic laboratories. More than forty percent of this extensively updated second edition covers new reactions. For ease of reference, it is organized by functional groups. A core reference, Comprehensive Organic Reactions in Aqueous Media, Second Edition: * Provides the most comprehensive coverage of aqueous organicreactions available * Covers the basic principles and theory and progresses to applications * Includes alkanes, alkenes, aromatics, electrophilic substitutions, carbonyls, alpha, beta-unsaturated carbonyls, carbon-nitrogen bonds, organic halides, pericyclic reactions, photochemical reactions, click chemistry, and multi-step syntheses? * Provides examples of applications in industry This is the premier reference for chemists and chemical engineers in industry or research, as well as for students in advanced-level courses.
“Mass-Action Law Dynamics Theory and Algorithm for Translational and Precision Medicine Informatics provides a comprehensive overview and update of the mass-action law-based unified dose-effect biodynamics, pharmacodynamics, bioinformatics, and the combination index theorem for synergy definition (MAL-BD/PD/BI/CI). Contents advocate the fundamental MAL-PD/BI/CI/BI principle for biomedical R&D, clinical trials protocol design computerized data analysis, illustrates the MAL-dynamics theory with sample analysis, and includes data entry and automated computer report print-outs. In 11 sections “Mass-Action Law Dynamics Theory and Algorithm for Translational and Precision Medicine Informatics leads the reader from an introduction and overview, to trial protocols and MAL-PD/CI approach for biomedical R&D in vitro and in animals. It describes the current Landscape of International FDA Drug Evaluation, Clinical Pharmacology, and Clinical Trials Guidance. This is a valuable resource for biomedical researchers, healthcare professionals, and students seeking to harness the power of data informatics in precision medicine. • gives insight into that index equation (DRIE) that digitally determines how many folds of dose-reduction is needed for each drug in synergistic combinations • provides a comprehensive overview and update of mass-action law-based unified bioinformatics, dose effect biodynamics, pharmacodynamics, and the combination index theorem for synergy definition (MAL-BD/PD/BI/CI) • describes how the MAL theory/algorithm-based “Top-Down digital approach is the opposite and yet is a complementary alternative to the observation/statistics-based “Bottom-Up traditional approach in R&D
This book is a theoretical work on data journalism production that drills down the models, narratives, and ethics. From idea to concept and then to a widespread innovative trend, data journalism has become a new global paradigm, facilitating the transformation to focus on data, convergence, and intelligence. Drawing on various theoretical resources of communication, narratology, ethics, management, literature and art, game studies, and data science, this book explores the cutting-edge issues in current data journalism production. It critically analyzes crucial topics, including the boundary generalization of data journalism, data science methodology, the illusion of choice in interactive narratives, the word-image relationship in data visualization, and pragmatic objectivity and transparency in production ethics. Provided with a toolbox of classic examples of global data journalism, this book will be of great value to scholars and students of data journalism or new media, data journalists, and journalism professionals interested in the areas.
The immense outpouring of archaeological discoveries this past century has shed new light on ancient East Asia, and China in particular. Yet in concert with this development another, more troubling, trend has likewise gained momentum: the looting of cultural heritage and the sale of unprovenienced antiquities. Scholars face difficult questions, from the ethics of working with objects of unknown provenance, to the methodological problems inherent in their research. The goal of this Element is to encourage scholars to critically examine their relationships to their sources and reflect upon the impact of their research. The three essays in this Element present a range of disciplinary perspectives, focusing on systemic issues and the nuances of method versus ethics, with a case study of the so-called 'Han board' MSS given as a specific illustration.
This book studies China’s urbanization with the theory of production of space. The authors redefine the production of space and build a new theoretical framework for understanding the evolving relations between urbanization and spatial production. Since the reform and opening-up, especially in the last twenty years, the logic of spatial production has dominated China’s urbanization. The authors choose the most representative cases, such as the Yangtze River Delta Urban Agglomeration, Jiangsu Province, National High-tech Industrial Development Zone, New Urban District, State-Level New Area, University Town, and some villages, to conduct a series of empirical studies on production of space at the macro-, meso-, and micro-scales. Through an in-depth analysis of the interaction between social spaces and urbanization influenced by power, capital, and class, the book reveals that the essence of China’s urbanization is dominated by the logic of spatial production. The authors finally propose that an important shift toward humanism should be made in the future development of China’s new-type urbanization, emphasizing more even and adequate development between different regions and between urban and rural areas, which also provides new ideas for the theory and practice of urbanization worldwide. This book can be read and referenced by researchers in the fields of urban and regional studies, geography, sociology, urban and rural planning, management, etc. It can also be used as a teaching reference book for teachers, researchers, and students of scientific research institutions in related fields.
The eight chapters in this book cover topics on advanced anode and cathode materials, materials design, materials screening, electrode architectures, diagnostics and materials characterization, and electrode/electrolyte interface characterization for lithium batteries. All these topics were carefully chosen to reflect the most recent advances in the science and technology of rechargeable Li-ion batteries, to provide wide readership with a platform of subjects that will help in the understanding of current technologies, and to shed light on areas of deficiency and to energize prospects for future advances.
This textbook presents a selection of thirteen expository essays written from the 1920s through the 1980s by influential Chinese intellectuals on controversial issues of their times, including the emancipation of women, the reforms of the Chinese language, the implementation of modernization, and freedom and patriotism. To provoke classroom discussion, each topic is treated by essayists with opposing views. Prepared for American students who have already completed two years of Chinese and who are interested in reading original documents, the book juxtaposes traditional and simplified characters for the text and vocabulary so that students can be exposed to both versions of Chinese characters. Each of the thirteen texts is followed by a detailed glossary, annotated in English, with suggested topics for class discussion. An index at the end of the book allows students easy access to the vocabulary items. Audio and video materials are available for use with this text. For further information, contact the Chinese Linguistics Project, 231 Palmer Hall, Princeton University, Princeton, N.J. 08544. (609-258-4269).
Wang, do you really want to fight?" "It seems like Dark Night's hands are rubbing against its chest in excitement, and it won't be able to wait any longer." Boss, as long as you give the order, we will kill our way out and kill every single one of those 20,000 warlord knights! " As soon as the topic of war was brought up, Cang Jue could no longer hold himself back.
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