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Handbook of Research on Methodologies and Applications of Supercomputing (Hardcover)
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Handbook of Research on Methodologies and Applications of Supercomputing (Hardcover)
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As computers continue to remain essential tools for the pursuit of
physics, medicine, economics, social sciences, and more,
supercomputers are proving that they can further extend and greatly
enhance as-of-yet undiscovered knowledge and solve the world's most
complex problems. As these instruments continue to lead to
groundbreaking discoveries and breakthroughs, it is imperative that
research remains up to date with the latest findings and uses. The
Handbook of Research on Methodologies and Applications of
Supercomputing is a comprehensive and critical reference book that
provides research on the latest advances of control flow and
dataflow supercomputing and highlights selected emerging big data
applications needing high acceleration and/or low power.
Consequently, this book advocates the need for hybrid computing,
where the control flow part represents the host architecture and
dataflow part represents the acceleration architecture. These
issues cover the initial eight chapters. The remaining eight
chapters cover selected modern applications that are best
implemented on a hybrid computer, in which the transactional parts
(serial code) are implemented on the control flow part and the
loops (parallel code) on the dataflow part. These final eight
chapters cover two major application domains: scientific computing
and computing for digital economy. This book offers applications in
marketing, medicine, energy systems, and library science, among
others, and is an essential source for scientists, programmers,
engineers, practitioners, researchers, academicians, and students
interested in the latest findings and advancements in
supercomputing.
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