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The world of perception is multisensory. Even a simple task such as
judging the position of a light in a dark room depends not only on
vision but also on sensory signals about the position of our body
in space. Likewise, how we experience food depends on sensory
signals originating from the mouth, but also from nose signals, and
even vision and hearing. However, traditional books on perception
still discuss each of the "senses" separately. This book takes a
different stance: it defines perception as intrinsically
multisensory from the start and examines multisensory interactions
as key process behind how we perceive our own body, control its
movements, perceive and recognise objects, respond to edible
objects, perceive space, and perceive time. In addition, the book
discusses multisensory processing in synaesthesia, multisensory
attention, and the role of multisensory processing in learning. As
an introduction to multisensory perception, this book is essential
reading for students in psychology, philosophy, and neuroscience at
the advanced undergraduate to postgraduate levels. As the chapters
address topics that are often left out of standard textbooks, this
book will also serve as a useful reference for specialist
perception scientists and clinicians. Finally, as a monograph
understandable to the educated non-specialist this book will also
be of interest to professionals who need to take into account
multisensory processing in domains such as, for instance,
physiotherapy, neurological rehabilitation, human-computer
interfaces, marketing, or the design of products and services.
Due to the increasing complexity in application workloads and query
engines, database administrators are turning to automated tuning
tools that systematically explore the space of physical design
alternatives. A critical element of such tuning is physical
database design since the choice of physical structures has a
significant impact on the performance of the database system.
Automated Physical Database Design and Tuning presents a detailed
overview of the fundamental ideas and algorithms for automatically
recommending changes to the physical design of a database system.
The first part of the book introduces the necessary technical
background. The author explains SQL, the space of execution plans
for answering SQL queries, query optimization, how the choice of
access paths (e.g., indexes) is crucial to performance, and the
complexity of the physical design problem. The second part
extensively discusses automated physical design techniques,
covering fundamental research ideas in the last 15 years that have
resulted in a new generation of tuning tools. The text focuses on
the search space of alternatives, the necessity of a cost model to
compare such alternatives, different mechanisms to traverse and
enumerate the search space, and practical aspects in real-world
tuning tools. In the third part, the author explores new advances
in automated physical design. He applies previous approaches to
other physical structures, such as materialized views,
partitioning, and multidimensional clustering. He also analyzes
workload models for new types of applications, generalizes the
optimizing function of current physical design tools to cope with
other application scenarios, and examines open-ended challenges in
physical database design. This book offers valuable insights on
well-established principles and cutting-edge research results in
automated physical design. It helps readers gain a deeper
understanding of how automated tuning tools work in database
installations as well as the challenges and opportunities involved
in designing next-generation tuning tools.
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