Theory and Computation of Tensors: Multi-Dimensional Arrays investigates theories and computations of tensors to broaden perspectives on matrices. Data in the Big Data Era is not only growing larger but also becoming much more complicated. Tensors (multi-dimensional arrays) arise naturally from many engineering or scientific disciplines because they can represent multi-relational data or nonlinear relationships.

Parallel Programming with OpenACC is a modern, practical guide to implementing dependable computing systems. The book explains how anyone can use OpenACC to quickly ramp-up application performance using high-level code directives called pragmas. The OpenACC directive-based programming model is designed to provide a simple, yet powerful, approach to accelerators without significant programming effort. Author Rob Farber, working with a team of expert contributors, demonstrates how to turn existing applications into portable GPU accelerated programs that demonstrate immediate speedups. The book also helps users get the most from the latest NVIDIA and AMD GPU plus multicore CPU architectures (and soon for Intel (R) Xeon Phi (TM) as well). Downloadable example codes provide hands-on OpenACC experience for common problems in scientific, commercial, big-data, and real-time systems. Topics include writing reusable code, asynchronous capabilities, using libraries, multicore clusters, and much more. Each chapter explains how a specific aspect of OpenACC technology fits, how it works, and the pitfalls to avoid. Throughout, the book demonstrates how the use of simple working examples that can be adapted to solve application needs.

Diversity in user queries makes it challenging for search engines to effectively return a set of relevant results. Both user intentions to search the web and types of queries are vastly varied; consequently, horizontal and vertical search engines are developed to answer user queries more efficiently. However, these search engines present a variety of problems in web searching. Result Page Generation for Web Searching: Emerging Research and Opportunities is an essential reference publication that focuses on taking advantages from text and web mining in order to address the issues of recommendation and visualization in web searching. Highlighting a wide range of topics such as navigational searching, resource identification, and ambiguous queries, this book is ideally designed for computer engineers, web designers, programmers, academicians, researchers, and students.

Digital libraries have been established worldwide to make information more readily available, and this innovation has changed the way information seekers interact with the data they are collecting. Faced with decentralized, heterogeneous sources, these users must be familiarized with high-level search activities in order to sift through large amounts of data. Information Seeking Behavior and Challenges in Digital Libraries addresses the problems of usability and search optimization in digital libraries. With topics addressing all aspects of information seeking activity, the research found in this book provides insight into library user experiences and human-computer interaction when searching online databases of all types. This book addresses the challenges faced by professionals in information management, librarians, developers, students of library science, and policy makers.

The Internet serves as an essential tool in promoting health awareness through the circulation of important research among the medical professional community. While digital tools and technologies have greatly improved healthcare, challenges are still prevalent among diverse populations worldwide. The Handbook of Research on Advancing Health Education through Technology presents a comprehensive discussion of health knowledge equity and the importance of the digital age in providing life-saving data for diagnosis and treatment of diverse populations with limited resources. Featuring timely, research-based chapters across a broad spectrum of topic areas including, but not limited to, online health information resources, data management and analysis, and knowledge accessibility, this publication is an essential reference source for researchers, academicians, medical professionals, and upper level students interested in the advancement and dissemination of medical knowledge.

As big data becomes increasingly pervasive and cloud computing utilization becomes the norm, the security and privacy of our systems and data becomes more critical with emerging security and privacy threats and challenges. This book presents a comprehensive view on how to advance security and privacy in big data, cloud computing, and their applications. Topics include cryptographic tools, SDN security, big data security in IoT, privacy preserving in big data, security architecture based on cyber kill chain, privacy-aware digital forensics, trustworthy computing, privacy verification based on machine learning, and chaos-based communication systems. This book is an essential reading for networking, computing, and communications professionals, researchers, students and engineers, working with big data and cloud computing.

In recent decades, the industrial revolution has increased economic growth despite its immersion in global environmental issues such as climate change. Researchers emphasize the adoption of circular economy practices in global supply chains and businesses for better socio-environmental sustainability without compromising economic growth. Integrating blockchain technology into business practices could promote the circular economy as well as global environmental sustainability. Integrating Blockchain Technology Into the Circular Economy discusses the technological advancements in circular economy practices, which provide better results for both economic growth and environmental sustainability. It provides relevant theoretical frameworks and the latest empirical research findings in the applications of blockchain technology. Covering topics such as big data analytics, financial market infrastructure, and sustainable performance, this book is an essential resource for managers, operations managers, executives, manufacturers, environmentalists, researchers, industry practitioners, students and educators of higher education, and academicians.

This book presents a holistic view of the geopolitics of cyberspace that have arisen over the past decade, utilizing recent events to explain the international security dimension of cyber threat and vulnerability, and to document the challenges of controlling information resources and protecting computer systems. How are the evolving cases of cyber attack and breach as well as the actions of government and corporations shaping how cyberspace is governed? What object lessons are there in security cases such as those involving Wikileaks and the Snowden affair? An essential read for practitioners, scholars, and students of international affairs and security, this book examines the widely pervasive and enormously effective nature of cyber threats today, explaining why cyber attacks happen, how they matter, and how they may be managed. The book addresses a chronology of events starting in 2005 to comprehensively explain the international security dimension of cyber threat and vulnerability. It begins with an explanation of contemporary information technology, including the economics of contemporary cloud, mobile, and control systems software as well as how computing and networking-principally the Internet-are interwoven in the concept of cyberspace. Author Chris Bronk, PhD, then documents the national struggles with controlling information resources and protecting computer systems. The book considers major security cases such as Wikileaks, Stuxnet, the cyber attack on Estonia, Shamoon, and the recent exploits of the Syrian Electronic Army. Readers will understand how cyber security in the 21st century is far more than a military or defense issue, but is a critical matter of international law, diplomacy, commerce, and civil society as well. Provides relevant, rigorous information to those in the computer security field while also being accessible to a general audience of policy, international security, and military readers who seek to understand the cyber security issue and how it has evolved Documents how contemporary society is dependent upon cyberspace for its function, and that the understanding of how it works and how it can be broken is knowledge held by a precious few Informs both technically savvy readers who build and maintain the infrastructure of cyberspace and the policymakers who develop rules, processes, and laws on how the cyber security problem is managed

The development of software has expanded substantially in recent years. As these technologies continue to advance, well-known organizations have begun implementing these programs into the ways they conduct business. These large companies play a vital role in the economic environment, so understanding the software that they utilize is pertinent in many aspects. Researching and analyzing the tools that these corporations use will assist in the practice of software engineering and give other organizations an outline of how to successfully implement their own computational methods. Tools and Techniques for Software Development in Large Organizations: Emerging Research and Opportunities is an essential reference source that discusses advanced software methods that prominent companies have adopted to develop high quality products. This book will examine the various devices that organizations such as Google, Cisco, and Facebook have implemented into their production and development processes. Featuring research on topics such as database management, quality assurance, and machine learning, this book is ideally designed for software engineers, data scientists, developers, programmers, professors, researchers, and students seeking coverage on the advancement of software devices in today's major corporations.