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Distributed Machine Learning with Python
Build and deploy an efficient data processing pipeline for machine learning model training in an elastic, in-parallel model training or multi-tenant cluster and cloud Key FeaturesAccelerate model training and interference with order-of-magnitude time reductionLearn state-of-the-art parallel schemes for both model training and servingA detailed study of bottlenecks at distributed model training and serving stagesBook Description Reducing time cost in machine learning leads to a shorter waiting time for model training and a faster model updating cycle. Distributed machine learning enables machine learning practitioners to shorten model training and inference time by orders of magnitude. With t...
The Cultural Revolution in the Foreign Ministry of China
The Cultural Revolution, which occurred between 1966 and 1976, was a major unforgettable event in modern Chinese history. For more than thirty years, the prevalent view of the Cultural Revolution in the Chinese Foreign Ministry has been that the rebels controlled the Foreign Ministry in August 1967 and caused the many excesses in foreign affairs such as the burning of the British mission in Beijing which isolated China from the rest of the world. The author of this book challenges this point of view. The book gives a factual account of the course of the ten-year Cultural Revolution in the Foreign Ministry, based on documents issued during the Cultural Revolution, talks by Zhou Enlai and Chen Yi, and the manuscripts of the people concerned, as well as interviews with Foreign Ministry staff members who personally took part in the events.
Biotechnology of Lignocellulose
This book presents and summarizes the new thoughts, new methods and new achievements that have emerged in the biotechnology of lignocellulose in recent years. It proposes new concepts including the primary refining, fractionation, multi-level utilization and selective structural separation of lignocellulose, etc. By approaching lignocellulose as a multi-level resource, biotechnology could have a significant effect on ecological agriculture, bio-energy, the chemical and paper making industries, etc., ultimately establishing distinctive eco-industrial parks for lignocellulose. Additionally, this book provides systematic research methods for the biotechnology of lignocellulose including investigation methods for the primary refining of lignocellulose, for microbial degradation and enzymatic hydrolysis, for cellulose fermentation and for lignocellulose conversion processes. It offers an excellent reference work and guide for scientists engaging in research on lignocellulose. Dr. Hongzhang Chen is a Professor at the Institute of Process Engineering of the Chinese Academy of Sciences, Beijing, China.
Foreign Relations
A new history exploring U.S. immigration in global context Histories investigating U.S. immigration have often portrayed America as a domestic melting pot, merging together those who arrive on its shores. Yet this is not a truly accurate depiction of the nation's complex connections to immigration. Offering a brand-new global history of the subject, Foreign Relations takes a comprehensive look at the links between American immigration and U.S. foreign relations. Donna Gabaccia examines America’s relationship to immigration and its debates through the prism of the nation’s changing foreign policy over the past two centuries. She shows that immigrants were not isolationists who cut ties to their countries of origin or their families. Instead, their relations to America were often in flux and dependent on government policies of the time. An innovative history of U.S. immigration, Foreign Relations casts a fresh eye on a compelling and controversial topic.
Writing, Publishing, and Reading Local Gazetteers in Imperial China, 1100–1700
"This book is the definitive study of imperial Chinese local gazetteers, one of the most important sources for premodern Chinese studies. Methodologically innovative, it represents a major contribution to the history of books, publishing, reading, and society. By examining how gazetteers were read, Joseph R. Dennis illustrates their significance in local societies and national discourses. His analysis of how gazetteers were initiated and produced reconceptualizes the geography of imperial Chinese publishing. Whereas previous studies argued that publishing, and thus cultural and intellectual power, were concentrated in the southeast, Dennis shows that publishing and book ownership were widely...
Gender Struggles
"In the formative years of the Japanese labor movement after World War II, the socialist unions affiliated with the General Council of Trade Unions (the labor federation known colloquially as Sohyo) formally endorsed the principles of women’s equality in the workforce and put in place measures to promote women’s active participation in union activities. However, union leaders did not embrace the legal framework for gender equality mandated by their American occupiers; rather, they pressured thousands of women labor activists to assume supportive roles that privileged a male-centered social agenda. By the late 1950s, even Japan’s radical socialist unions had reestablished the primacy of...
Men of Letters within the Passes
The main theme of this book is the interaction between two “places,” China and Guanzhong, the capital area of several dynasties. It addresses such questions as What do we mean by “local”? Did the inhabitants of a locality believe that being “local” required them to assume a certain identity? If so, how did they talk and write about it? Were there spatial and temporal differences in the representation of locales? This work examines how Guanzhong literati conceptualized three sets of relations: central/regional, “official”/“unofficial,” and national/local. It further traces the formation over the last millennium of the imperial state of a critical communal self-consciousness, the role of this consciousness in constructing a local identity and promoting an “unofficial” space for nonofficial elite activism, and the effect of the presence (or absence) of this consciousness on literati views of central-regional relationships. The issue here is not whether there can be a shared national culture, but whether this culture can be perceived as having regional variations and therefore contributing to the formation of a local identity.
The Uses of Memory
"The pioneering writer Higuchi Ichiyō (1872–1896) has been described as “the last woman of old Japan,” a consummate stylist of classical prose, whose command of the linguistic and rhetorical riches of the premodern tradition might suggest that her writings are relics of the past with no concern for the problems of modern life. Timothy Van Compernolle investigates the social dimensions of Ichiyō’s artistic imagination and argues that she creatively reworked the Japanese literary tradition in order to understand, confront, and critique the emerging modernity of the Meiji period. For Ichiyō, the classical canon was a reservoir of tropes and paradigms that could be reshaped and renewe...
Emplacing a Pilgrimage
"Towering over the Kanto Plain, the sacred mountain Ōyama (literally, “Big Mountain”) has loomed large over the religious landscape of early modern Japan. By the Edo period (1600–1868), the revered peak had undergone a transformation from secluded spiritual retreat to popular pilgrimage destination. Its status as a regional landmark among its devotees was boosted by its proximity to the shogunal capital and the wide appeal of its amalgamation of Buddhism, Shinto, mountain asceticism, and folk beliefs. The influence of the Ōyama cult—the intersecting beliefs, practices, and infrastructure associated with the sacred site—was not lost on the ruling Tokugawa shogunate, which saw in t...
The Appropriation of Cultural Capital
"For much of the twentieth century, the May Fourth movement of 1919 was seen as the foundational moment of modernity in China. Recent examinations of literary and cultural modernity in China have, however, led to a questioning of this view. By approaching May Fourth from novel perspectives, the authors of the eight studies in this volume seek to contribute to the ongoing critique of the movement. The essays are centered on the intellectual and cultural/historical motivations and practices behind May Fourth discourse and highlight issues such as strategies of discourse formation, scholarly methodologies, rhetorical dispositions, the manipulation of historical sources, and the construction of modernity by means of the reification of China’s literary past."
