Compiling for parallelism is a longstanding topic of compiler research. This book describes the fundamental principles of compiling "regular" numerical programs for parallelism. We begin with an explanation of analyses that allow a compiler to understand the interaction of data reads and writes in different statements and loop iterations during program execution. These analyses include dependence analysis, use-def analysis and pointer analysis. Next, we describe how the results of these analyses are used to enable transformations that make loops more amenable to parallelization, and discuss transformations that expose parallelism to target shared memory multicore and vector processors. We then discuss some problems that arise when parallelizing programs for execution on distributed memory machines. Finally, we conclude with an overview of solving Diophantine equations and suggestions for further readings in the topics of this book to enable the interested reader to delve deeper into the field. Table of Contents: Introduction and overview / Dependence analysis, dependence graphs and alias analysis / Program parallelization / Transformations to modify and eliminate dependences / Transformation of iterative and recursive constructs / Compiling for distributed memory machines / Solving Diophantine equations / A guide to further reading
Cirrhosis: a practical guide to management provides gastroenterologists and hepatologists with an up-to-date clinical guide presenting the very best evidence-based practice in the diagnosis, treatment and management of liver cirrhosis and its many complications. Designed to offer practical guidance at all times, it provides doctors with an extremely useful tool in the clinical setting, with each chapter featuring diagnostic/management algorithms, key points and other pedagogic features. Divided into 2 parts, a diagnosis and pathophysiology section and a management of complications section, key topics include: - Diagnostic laboratory tests - Diagnostic imaging modalities - Acute-on chronic liver failure - Agents and drugs to avoid - End stage liver failure: liver transplant evaluation - Hepatocellular carcinoma Aimed at the specialist, as well as the practicing trainee at the top-end of specialty training, the emphasis throughout is on providing optimum clinical management guidance most relevant to practicing hepatologists and gastroenterologists, and is an invaluable guide to this increasingly common condition.
Digital materials are integral to the modern design methods for industrial components and structures, allowing mechanical properties to be predicted from a description of the microstructure and behavior laws of the constituent parts. This book examines a wide range of material properties, from transport phenomena to the mechanics of materials and microstructure changes in physical metallurgy. The fundamental mechanisms of deformation, annealing and damage to materials involve complex atomic processes; these have been explored and studied by numerical simulations, such as molecular dynamics. In contrast to this minutely detailed approach, Digital Materials explores how these mechanisms can instead be integrated into an approach that considers the continuum of the physics and mechanics of materials at the mesoscopic scale. The book thus focuses on the mechanics of continuous media and the continuum thermodynamics of irreversible processes. The models displayed take the myriad properties of different materials into account, in particular their polycrystalline and/or composite natures; this becomes an intermediate step toward establishing effective laws for engineers in the processes of structure calculation and manufacturing.
Biorefinery: A Sustainable Waste Management Solution for the Developing World presents a comprehensive introduction to the new field of biorefinery as a sustainable waste management solution. With an emphasis on developing economies, the book explains how to develop sustainable methods for the collection, sorting, storage, and processing of waste streams for the production of fuels and platform chemicals. The first four chapters introduce the theoretical framework for the analysis of the various waste streams for bioenergy production, with an emphasis in developing countries. These introductory chapters are followed by a thorough examination of specific waste streams for bioenergy production, addressing every known waste feedstock in detail. Subsequent chapters explain biorefinery concepts for these waste feedstocks, addressing different biorefinery approaches, as well as considering important topics like pretreatment, microorganisms, and value-added products in dedicated chapters. Finally, the book discusses the policies, economics, and strategies for waste management and waste valorization. - Analyzes the extent of adoption and the prospects of biorefinery in developing countries and emerging economies - Bridges the gap between theoretical concepts of biorefinery and end-users working in developing countries - Integrates the principles of sustainable development and the circular economy
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