Frontiers in Massive Data Analysis
Frontiers in Massive Data Analysis

Author: National Research Council

Publisher: National Academies Press

Published: 2013-09-03

Total Pages: 191

ISBN-13: 0309287812

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Data mining of massive data sets is transforming the way we think about crisis response, marketing, entertainment, cybersecurity and national intelligence. Collections of documents, images, videos, and networks are being thought of not merely as bit strings to be stored, indexed, and retrieved, but as potential sources of discovery and knowledge, requiring sophisticated analysis techniques that go far beyond classical indexing and keyword counting, aiming to find relational and semantic interpretations of the phenomena underlying the data. Frontiers in Massive Data Analysis examines the frontier of analyzing massive amounts of data, whether in a static database or streaming through a system. Data at that scale-terabytes and petabytes-is increasingly common in science (e.g., particle physics, remote sensing, genomics), Internet commerce, business analytics, national security, communications, and elsewhere. The tools that work to infer knowledge from data at smaller scales do not necessarily work, or work well, at such massive scale. New tools, skills, and approaches are necessary, and this report identifies many of them, plus promising research directions to explore. Frontiers in Massive Data Analysis discusses pitfalls in trying to infer knowledge from massive data, and it characterizes seven major classes of computation that are common in the analysis of massive data. Overall, this report illustrates the cross-disciplinary knowledge-from computer science, statistics, machine learning, and application disciplines-that must be brought to bear to make useful inferences from massive data.

Building Global Infrastructure
Building Global Infrastructure

Author: Dale S. Rothman

Publisher: Routledge

Published: 2015-12-03

Total Pages: 507

ISBN-13: 1317262948

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Building Global Infrastructure is the fourth in a series of volumes-Patterns of Potential Human Progress-that uses the International Futures (IFs) simulation model to explore prospects for human development: how development appears to be unfolding globally and locally, how we would like it to evolve, and how better to assure that we move it in desired directions. Earlier volumes addressed the reduction of global poverty, the advance of global education, and the improvement of global health. Volume 4 sets out to tell the story of the future of global infrastructure. The approach used in this book focuses on the question of whether individual societies will be able to meet future infrastructure demands. Related questions include the following: * What is the range of realistically conceivable futures for infrastructure, considering both demand and supply? * How are the demands for infrastructure balanced with the ability to meet these demands, thereby linking the physical and financial treatment of infrastructure? * What are the effects of providing for infrastructure on issues such as economic productivity and health?

Data Mesh
Data Mesh

Author: Zhamak Dehghani

Publisher: "O'Reilly Media, Inc."

Published: 2022-03-08

Total Pages: 387

ISBN-13: 1492092363

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Many enterprises are investing in a next-generation data lake, hoping to democratize data at scale to provide business insights and ultimately make automated intelligent decisions. In this practical book, author Zhamak Dehghani reveals that, despite the time, money, and effort poured into them, data warehouses and data lakes fail when applied at the scale and speed of today's organizations. A distributed data mesh is a better choice. Dehghani guides architects, technical leaders, and decision makers on their journey from monolithic big data architecture to a sociotechnical paradigm that draws from modern distributed architecture. A data mesh considers domains as a first-class concern, applies platform thinking to create self-serve data infrastructure, treats data as a product, and introduces a federated and computational model of data governance. This book shows you why and how. Examine the current data landscape from the perspective of business and organizational needs, environmental challenges, and existing architectures Analyze the landscape's underlying characteristics and failure modes Get a complete introduction to data mesh principles and its constituents Learn how to design a data mesh architecture Move beyond a monolithic data lake to a distributed data mesh.

Spatial Data Infrastructure for Urban Regeneration
Spatial Data Infrastructure for Urban Regeneration

Author: Y. Sadahiro

Publisher: Springer Science & Business Media

Published: 2008-08-22

Total Pages: 176

ISBN-13: 443174097X

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This book represents part of the result of a project undertaken by the C- ter for Sustainable Urban Regeneration (cSUR). The center was est- lished in 2003 by a research fund titled the 21st Century Center of Exc- lence (COE) Program provided by the Ministry of Education, Culture, Sports, Science and Technology of Japan. The project leader was Shi- chiro Ohgaki, a professor in the Department of Urban Engineering of the University of Tokyo. cSUR integrates the four specific fields of urban planning, architecture, civil engineering, and environmental engineering with the participation of over a hundred researchers of the university. The objective of the center is to create an integrated approach to, and knowledge for, sustainable urban regeneration based on a global network of researchers and professionals; and to coordinate an international research alliance that consists of leading academic institutions worldwide. The project was carried out by four research units: A. Environment Management B. Urban Stock Management C. Social Information Management D. Action Studies Each unit consisted of smaller subunits. The third unit, which includes the contributors to this book, consisted of three smaller groups: C-1) The Next Generation Geographic Information System Integrating Human and Social Information C-2) Decoding and Analysis of Historical and Cultural Information Concerning Urban Space C-3) Participatory Planning and Urban Space Management Support Systems

The Road Taken
The Road Taken

Author: Henry Petroski

Publisher: Bloomsbury Publishing USA

Published: 2016-02-16

Total Pages: 337

ISBN-13: 1632863618

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A renowned historian and engineer explores the past, present, and future of America's crumbling infrastructure. Acclaimed engineer and historian Henry Petroski explores our core infrastructure from both historical and contemporary perspectives, explaining how essential their maintenance is to America's economic health. Petroski reveals the genesis of the many parts of America's highway system--our interstate numbering system, the centerline that divides roads, and such taken-for-granted objects as guardrails, stop signs, and traffic lights--all crucial to our national and local infrastructure. A compelling work of history, The Road Taken is also an urgent clarion call aimed at American citizens, politicians, and anyone with a vested interest in our economic well-being. Physical infrastructure in the United States is crumbling, and Petroski reveals the complex and challenging interplay between government and industry inherent in major infrastructure improvement. The road we take in the next decade toward rebuilding our aging infrastructure will in large part determine our future national prosperity.

The SAGE Handbook of Social Science Methodology
The SAGE Handbook of Social Science Methodology

Author: William Outhwaite

Publisher: SAGE

Published: 2007-10-18

Total Pages: 641

ISBN-13: 1446206459

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"An excellent guidebook through different approaches to social science measurement, including the all-important route-maps that show us how to get there." - Roger Jowell, City University "In this wide-ranging collection of chapters, written by acknowledged experts in their fields, Outhwaite and Turner have brought together material in one volume which will provide an extremely important platform for consideration of the full range of contemporary analytical and methodological issues." - Charles Crothers, Auckland University of Technology This is a jewel among methods Handbooks, bringing together a formidable collection of international contributors to comment on every aspect of the various central issues, complications and controversies in the core methodological traditions. It is designed to meet the needs of those disciplinary and nondisciplinary problem-oriented social inquirers for a comprehensive overview of the methodological literature. The text is divided into 7 sections: Overviews of methodological approaches in the social sciences Cases, comparisons and theory Quantification and experiment Rationality, complexity and collectivity Interpretation, critique and postmodernity Discourse construction Engagement. Edited by two leading figures in the field, the Handbook is a landmark work in the field of research methods. More than just a ′cookbook′ that teaches readers how to master techniques, it will give social scientists in all disciplines an appreciation for the full range of methodological debates today, from the quantitative to the qualitative, giving them deeper and sharpen insights into their own research questions. It will generate debate, solutions and a series of questions for researchers to exploit and develop in their research and teaching.

Enhancing the Value and Sustainability of Field Stations and Marine Laboratories in the 21st Century
Enhancing the Value and Sustainability of Field Stations and Marine Laboratories in the 21st Century

Author: National Research Council

Publisher: National Academies Press

Published: 2014-09-11

Total Pages: 167

ISBN-13: 0309305373

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For over a century, field stations have been important entryways for scientists to study and make important discoveries about the natural world. They are centers of research, conservation, education, and public outreach, often embedded in natural environments that range from remote to densely populated urban locations. Because they lack traditional university departmental boundaries, researchers at field stations have the opportunity to converge their science disciplines in ways that can change careers and entire fields of inquiry. Field stations provide physical space for immersive research, hands-on learning, and new collaborations that are otherwise hard to achieve in the everyday bustle of research and teaching lives on campus. But the separation from university campuses that allows creativity to flourish also creates challenges. Sometimes, field stations are viewed as remote outposts and are overlooked because they tend to be away from population centers and their home institutions. This view is exacerbated by the lack of empirical evidence that can be used to demonstrate their value to science and society. Enhancing the Value and Sustainability of Field Stations and Marine Laboratories in the 21st Century summarizes field stations' value to science, education, and outreach and evaluates their contributions to research, innovation, and education. This report suggests strategies to meet future research, education, outreach, infrastructure, funding, and logistical needs of field stations. Today's technologies - such as streaming data, remote sensing, robot-driven monitoring, automated DNA sequencing, and nanoparticle environmental sensors - provide means for field stations to retain their special connection to nature and still interact with the rest of the world in ways that can fuel breakthroughs in the environmental, physical, natural, and social sciences. The intellectual and natural capital of today's field stations present a solid platform, but many need enhancements of infrastructure and dynamic leadership if they are to meet the challenges of the complex problems facing the world. This report focuses on the capability of field stations to address societal needs today and in the future.

Liquidity Risk Management
Liquidity Risk Management

Author: Shyam Venkat

Publisher: John Wiley & Sons

Published: 2016-03-02

Total Pages: 304

ISBN-13: 1118918797

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The most up-to-date, comprehensive guide on liquidity risk management—from the professionals Written by a team of industry leaders from the Price Waterhouse Coopers Financial Services Regulatory Practice, Liquidity Risk Management is the first book of its kind to pull back the curtain on a global approach to liquidity risk management in the post-financial crisis. Now, as a number of regulatory initiatives emerge, this timely and informative book explores the real-world implications of risk management practices in today's market. Taking a clear and focused approach to the operational and financial obligations of liquidity risk management, the book builds upon a foundational knowledge of banking and capital markets and explores in-depth the key aspects of the subject, including governance, regulatory developments, analytical frameworks, reporting, strategic implications, and more. The book also addresses management practices that are particularly insightful to liquidity risk management practitioners and managers in numerous areas of banking organizations. Each chapter is authored by a Price Waterhouse Coopers partner or director who has significant, hands-on expertise Content addresses key areas of the subject, such as liquidity stress testing and information reporting Several chapters are devoted to Basel III and its implications for bank liquidity risk management and business strategy Includes a dedicated, current, and all-inclusive look at liquidity risk management Complemented with hands-on insight from the field's leading authorities on the subject, Liquidity Risk Management is essential reading for practitioners and managers within banking organizations looking for the most current information on liquidity risk management.

Nutritional Care of the Patient with Gastrointestinal Disease
Nutritional Care of the Patient with Gastrointestinal Disease

Author: Alan L Buchman

Publisher: CRC Press

Published: 2015-08-06

Total Pages: 3428

ISBN-13: 1138001236

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This evidence-based book serves as a clinical manual as well as a reference guide for the diagnosis and management of common nutritional issues in relation to gastrointestinal disease. Chapters cover nutrition assessment; macro- and micronutrient absorption; malabsorption; food allergies; prebiotics and dietary fiber; probiotics and intestinal microflora; nutrition and GI cancer; nutritional management of reflux; nutrition in IBS and IBD; nutrition in acute and chronic pancreatitis; enteral nutrition; parenteral nutrition; medical and endoscopic therapy of obesity; surgical therapy of obesity; pharmacologic nutrition, and nutritional counseling.