The Parallel Process

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Author :
Publisher : Lantern Books
ISBN 13 : 1590562364
Total Pages : 193 pages
Book Rating : 4.5/5 (95 download)

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Book Synopsis The Parallel Process by : Krissy Pozatek

Download or read book The Parallel Process written by Krissy Pozatek and published by Lantern Books. This book was released on 2010-12 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: For many parents of troubled teenagers, a therapeutic program that takes the child from the home for a period of time offers some respite from the daily tumult of acting out, lies, and tension that has left the family under siege. However, just as the teenager is embarking on a journey of self-discovery, skill-development, and emotional maturation, so parents too need to use this time to recognize that their own patterns may have contributed to their family's downward spiral. This is The Parallel Process. Using case studies garnered from her many years as an adolescent and family therapist, Krissy Pozatek shows parents of pre-teens, adolescents, and young adults how they can help their children by attuning to emotions, setting limits, not rushing to their rescue, and allowing them to take responsibility for their actions, while recognizing their own patterns of emotional withdrawal, workaholism, and of surrendering their lives and personalities to parenting. The Parallel Process is an essential primer for all parents, whether of troubled teens or not, who are seeking to help the family stay and grow together as they negotiate the potentially difficult teenage years.

Brave Parenting

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Author :
Publisher : Simon and Schuster
ISBN 13 : 1614291098
Total Pages : 200 pages
Book Rating : 4.6/5 (142 download)

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Book Synopsis Brave Parenting by : Krissy Pozatek

Download or read book Brave Parenting written by Krissy Pozatek and published by Simon and Schuster. This book was released on 2014-04-01 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: How do we build resilient children who can handle life's challenges? As parents today, we often feel that our role is to protect our children from the world: to cushion them when they fall, to lift them over obstacles, and to remove sharp rocks from their path. But controling a child’s entire environment and keeping all pain at bay isn’t feasible—we can’t prepare the world for our children, so instead we should focus on preparing our children for the world. “The solution is not removing impediments from our children’s lives,” writes Krissy Pozatek, “it is compassionately encouraging them to be brave.” We need to show our kids how to navigate their own terrain. If our kids face small hurdles, small pains, at a young age and learn to overcome these obstacles, they will be much better equipped to face larger trouble later in life. Early lessons in problem solving teach self-confidence and self-reliance—and show us that our kids are tougher than we think. Krissy draws her lessons from her experience guiding children in wilderness therapy and from her Buddhist practice—showing us that all life is as unpredictable as mountain weather, that impermanence is the only constant, and that the most loving act a parent can do is fearlessly ready their child to face the wilderness. For parents of children of all ages.

Parallel Processing and Parallel Algorithms

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1461212200
Total Pages : 579 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Parallel Processing and Parallel Algorithms by : Seyed H Roosta

Download or read book Parallel Processing and Parallel Algorithms written by Seyed H Roosta and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 579 pages. Available in PDF, EPUB and Kindle. Book excerpt: Motivation It is now possible to build powerful single-processor and multiprocessor systems and use them efficiently for data processing, which has seen an explosive ex pansion in many areas of computer science and engineering. One approach to meeting the performance requirements of the applications has been to utilize the most powerful single-processor system that is available. When such a system does not provide the performance requirements, pipelined and parallel process ing structures can be employed. The concept of parallel processing is a depar ture from sequential processing. In sequential computation one processor is in volved and performs one operation at a time. On the other hand, in parallel computation several processors cooperate to solve a problem, which reduces computing time because several operations can be carried out simultaneously. Using several processors that work together on a given computation illustrates a new paradigm in computer problem solving which is completely different from sequential processing. From the practical point of view, this provides sufficient justification to investigate the concept of parallel processing and related issues, such as parallel algorithms. Parallel processing involves utilizing several factors, such as parallel architectures, parallel algorithms, parallel programming lan guages and performance analysis, which are strongly interrelated. In general, four steps are involved in performing a computational problem in parallel. The first step is to understand the nature of computations in the specific application domain.

Programming Massively Parallel Processors

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Author :
Publisher : Newnes
ISBN 13 : 0123914183
Total Pages : 514 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Programming Massively Parallel Processors by : David B. Kirk

Download or read book Programming Massively Parallel Processors written by David B. Kirk and published by Newnes. This book was released on 2012-12-31 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: Programming Massively Parallel Processors: A Hands-on Approach, Second Edition, teaches students how to program massively parallel processors. It offers a detailed discussion of various techniques for constructing parallel programs. Case studies are used to demonstrate the development process, which begins with computational thinking and ends with effective and efficient parallel programs. This guide shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in depth. This revised edition contains more parallel programming examples, commonly-used libraries such as Thrust, and explanations of the latest tools. It also provides new coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more; increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism; and two new case studies (on MRI reconstruction and molecular visualization) that explore the latest applications of CUDA and GPUs for scientific research and high-performance computing. This book should be a valuable resource for advanced students, software engineers, programmers, and hardware engineers. New coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more Increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism Two new case studies (on MRI reconstruction and molecular visualization) explore the latest applications of CUDA and GPUs for scientific research and high-performance computing

Process Algebra for Parallel and Distributed Processing

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Author :
Publisher : CRC Press
ISBN 13 : 9781420064872
Total Pages : 440 pages
Book Rating : 4.0/5 (648 download)

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Book Synopsis Process Algebra for Parallel and Distributed Processing by : Michael Alexander

Download or read book Process Algebra for Parallel and Distributed Processing written by Michael Alexander and published by CRC Press. This book was released on 2008-12-22 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Collects the Latest Research Involving the Application of Process Algebra to Computing Exploring state-of-the-art applications, Process Algebra for Parallel and Distributed Processing shows how one formal method of reasoning—process algebra—has become a powerful tool for solving design and implementation challenges of concurrent systems. Parallel Programming Divided into three parts, the book begins by parallelizing an algorithm for the Cell Broadband Engine processor of IBM, Sony, and Toshiba. It also develops a runtime environment that can be ported to different parallel platforms and describes the formal model of action systems. Distributed Systems The next part presents a process algebra (mCRL2) that targets distributed applications, looks at how to turn prose descriptions into unambiguous specifications, extends pi-calculus to create a service-oriented mobility abstract machine, and introduces the Channel Ambient Machine for mobile applications. Embedded Systems The final section combines state-based Z with the event-based process algebra CSP in a formal methodology called Circus. It also develops a pair of process algebras (PARS) to address the problem of scheduling in real-time embedded systems and emphasizes the reuse of concurrent artifacts across different hardware platforms. Highlighting recent research work, this volume addresses multicore programming problems and the evolution of the growing body of concurrency-enabled languages. It proposes solutions to the problems of designing and implementing today’s concurrency-constrained multicore processor and cloud architectures.

A Calculus of Distributed and Parallel Processes

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3322867633
Total Pages : 324 pages
Book Rating : 4.3/5 (228 download)

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Book Synopsis A Calculus of Distributed and Parallel Processes by : Clemens H. Cap

Download or read book A Calculus of Distributed and Parallel Processes written by Clemens H. Cap and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces a process calculus for parallel, distributed and reactive systems. It describes the conceptual foundations as well as the mathematical theory behind a programming language, and a number of application examples. The chosen approach provides a framework for understanding the semantics of parallel and distributed systems. Moreover, it can be directly applied to practical problems.

Scheduling for Parallel Processing

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 184882310X
Total Pages : 395 pages
Book Rating : 4.8/5 (488 download)

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Book Synopsis Scheduling for Parallel Processing by : Maciej Drozdowski

Download or read book Scheduling for Parallel Processing written by Maciej Drozdowski and published by Springer Science & Business Media. This book was released on 2010-03-14 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Overview and Goals This book is dedicated to scheduling for parallel processing. Presenting a research ?eld as broad as this one poses considerable dif?culties. Scheduling for parallel computing is an interdisciplinary subject joining many ?elds of science and te- nology. Thus, to understand the scheduling problems and the methods of solving them it is necessary to know the limitations in related areas. Another dif?culty is that the subject of scheduling parallel computations is immense. Even simple search in bibliographical databases reveals thousands of publications on this topic. The - versity in understanding scheduling problems is so great that it seems impossible to juxtapose them in one scheduling taxonomy. Therefore, most of the papers on scheduling for parallel processing refer to one scheduling problem resulting from one way of perceiving the reality. Only a few publications attempt to arrange this ?eld of knowledge systematically. In this book we will follow two guidelines. One guideline is a distinction - tween scheduling models which comprise a set of scheduling problems solved by dedicated algorithms. Thus, the aim of this book is to present scheduling models for parallel processing, problems de?ned on the grounds of certain scheduling models, and algorithms solving the scheduling problems. Most of the scheduling problems are combinatorial in nature. Therefore, the second guideline is the methodology of computational complexity theory. Inthisbookwepresentfourexamplesofschedulingmodels. Wewillgodeepinto the models, problems, and algorithms so that after acquiring some understanding of them we will attempt to draw conclusions on their mutual relationships.

Parallel Distributed Processing

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (135 download)

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Book Synopsis Parallel Distributed Processing by : David E. Rumelhart

Download or read book Parallel Distributed Processing written by David E. Rumelhart and published by . This book was released on 1986 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: What makes people smarter than computers? These volumes by a pioneering neurocomputing group suggest that the answer lies in the massively parallel architecture of the human mind. They describe a new theory of cognition called connectionism that is challenging the idea of symbolic computation that has traditionally been at the center of debate in theoretical discussions about the mind. The authors' theory assumes the mind is composed of a great number of elementary units connected in a neural network. Mental processes are interactions between these units which excite and inhibit each other in parallel rather than sequential operations. In this context, knowledge can no longer be thought of as stored in localized structures; instead, it consists of the connections between pairs of units that are distributed throughout the network. Volume 1 lays the foundations of this exciting theory of parallel distributed processing, while Volume 2 applies it to a number of specific issues in cognitive science and neuroscience, with chapters describing models of aspects of perception, memory, language, and thought.

When Family Businesses are Best

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Author :
Publisher : Springer
ISBN 13 : 0230294510
Total Pages : 322 pages
Book Rating : 4.2/5 (32 download)

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Book Synopsis When Family Businesses are Best by : R. Carlock

Download or read book When Family Businesses are Best written by R. Carlock and published by Springer. This book was released on 2010-10-14 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors explore how effective planning and communication helps business families around the world address growth challenges as they strive to become high performing multi-generation family enterprises. This book shows family businesses working together at their best.

Brave Teaching

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Publisher : Lantern Books
ISBN 13 : 1590565770
Total Pages : 178 pages
Book Rating : 4.5/5 (95 download)

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Book Synopsis Brave Teaching by : Love, Sarah

Download or read book Brave Teaching written by Love, Sarah and published by Lantern Books. This book was released on 2018-04-21 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this companion volume to Brave Parenting, Krissy Pozatek, author of e Parallel Process, employs the skills she learned in wilderness therapy to show how teachers can build emotional resilience and regulation and mindfulness in their students, as well as nurture their ability to problem-solve and develop life-skills. With examples drawn from the practical experiences of Sarah Love, a fourth-grade teacher, Krissy demonstrates how educators can create a dynamic and engaged student body, communicate e ectively, and manage emotions and expectations in contemporary classrooms, schools, and in parent–teacher relationships.

Parallel Processing for Artificial Intelligence 1

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Author :
Publisher : Elsevier
ISBN 13 : 1483295745
Total Pages : 443 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Parallel Processing for Artificial Intelligence 1 by : L.N. Kanal

Download or read book Parallel Processing for Artificial Intelligence 1 written by L.N. Kanal and published by Elsevier. This book was released on 2014-06-28 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: Parallel processing for AI problems is of great current interest because of its potential for alleviating the computational demands of AI procedures. The articles in this book consider parallel processing for problems in several areas of artificial intelligence: image processing, knowledge representation in semantic networks, production rules, mechanization of logic, constraint satisfaction, parsing of natural language, data filtering and data mining. The publication is divided into six sections. The first addresses parallel computing for processing and understanding images. The second discusses parallel processing for semantic networks, which are widely used means for representing knowledge - methods which enable efficient and flexible processing of semantic networks are expected to have high utility for building large-scale knowledge-based systems. The third section explores the automatic parallel execution of production systems, which are used extensively in building rule-based expert systems - systems containing large numbers of rules are slow to execute and can significantly benefit from automatic parallel execution. The exploitation of parallelism for the mechanization of logic is dealt with in the fourth section. While sequential control aspects pose problems for the parallelization of production systems, logic has a purely declarative interpretation which does not demand a particular evaluation strategy. In this area, therefore, very large search spaces provide significant potential for parallelism. In particular, this is true for automated theorem proving. The fifth section considers the problem of constraint satisfaction, which is a useful abstraction of a number of important problems in AI and other fields of computer science. It also discusses the technique of consistent labeling as a preprocessing step in the constraint satisfaction problem. Section VI consists of two articles, each on a different, important topic. The first discusses parallel formulation for the Tree Adjoining Grammar (TAG), which is a powerful formalism for describing natural languages. The second examines the suitability of a parallel programming paradigm called Linda, for solving problems in artificial intelligence. Each of the areas discussed in the book holds many open problems, but it is believed that parallel processing will form a key ingredient in achieving at least partial solutions. It is hoped that the contributions, sourced from experts around the world, will inspire readers to take on these challenging areas of inquiry.

Managing Trauma in the Workplace

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Author :
Publisher : Routledge
ISBN 13 : 1136896104
Total Pages : 352 pages
Book Rating : 4.1/5 (368 download)

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Book Synopsis Managing Trauma in the Workplace by : Noreen Tehrani

Download or read book Managing Trauma in the Workplace written by Noreen Tehrani and published by Routledge. This book was released on 2010-10-06 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Managing Trauma in the Workplace looks at the impact of trauma not only from the perspective of the employees but also from that of their organisations. In addition to describing the negative outcomes from traumatic exposure it offers solutions which will not only build a more resilient workforce but also lead to individual and organisational growth and development. This book has contributions from international experts working in a variety of professions including teaching, the military, social work and human resources. It is split into four parts which explore: the nature of organisational trauma traumatized organisation and business continuity organisational interventions building resilience and growth. Managing Trauma in the Workplace is essential reading for anyone with responsibility to help and support workers involved in distressing and traumatic incidents as a victim, supporter or investigator.

Mining Very Large Databases with Parallel Processing

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1461555213
Total Pages : 211 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Mining Very Large Databases with Parallel Processing by : Alex A. Freitas

Download or read book Mining Very Large Databases with Parallel Processing written by Alex A. Freitas and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mining Very Large Databases with Parallel Processing addresses the problem of large-scale data mining. It is an interdisciplinary text, describing advances in the integration of three computer science areas, namely `intelligent' (machine learning-based) data mining techniques, relational databases and parallel processing. The basic idea is to use concepts and techniques of the latter two areas - particularly parallel processing - to speed up and scale up data mining algorithms. The book is divided into three parts. The first part presents a comprehensive review of intelligent data mining techniques such as rule induction, instance-based learning, neural networks and genetic algorithms. Likewise, the second part presents a comprehensive review of parallel processing and parallel databases. Each of these parts includes an overview of commercially-available, state-of-the-art tools. The third part deals with the application of parallel processing to data mining. The emphasis is on finding generic, cost-effective solutions for realistic data volumes. Two parallel computational environments are discussed, the first excluding the use of commercial-strength DBMS, and the second using parallel DBMS servers. It is assumed that the reader has a knowledge roughly equivalent to a first degree (BSc) in accurate sciences, so that (s)he is reasonably familiar with basic concepts of statistics and computer science. The primary audience for Mining Very Large Databases with Parallel Processing is industry data miners and practitioners in general, who would like to apply intelligent data mining techniques to large amounts of data. The book will also be of interest to academic researchers and postgraduate students, particularly database researchers, interested in advanced, intelligent database applications, and artificial intelligence researchers interested in industrial, real-world applications of machine learning.

Python Parallel Programming Cookbook

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1785286722
Total Pages : 286 pages
Book Rating : 4.7/5 (852 download)

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Book Synopsis Python Parallel Programming Cookbook by : Giancarlo Zaccone

Download or read book Python Parallel Programming Cookbook written by Giancarlo Zaccone and published by Packt Publishing Ltd. This book was released on 2015-08-26 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master efficient parallel programming to build powerful applications using Python About This Book Design and implement efficient parallel software Master new programming techniques to address and solve complex programming problems Explore the world of parallel programming with this book, which is a go-to resource for different kinds of parallel computing tasks in Python, using examples and topics covered in great depth Who This Book Is For Python Parallel Programming Cookbook is intended for software developers who are well versed with Python and want to use parallel programming techniques to write powerful and efficient code. This book will help you master the basics and the advanced of parallel computing. What You Will Learn Synchronize multiple threads and processes to manage parallel tasks Implement message passing communication between processes to build parallel applications Program your own GPU cards to address complex problems Manage computing entities to execute distributed computational tasks Write efficient programs by adopting the event-driven programming model Explore the cloud technology with DJango and Google App Engine Apply parallel programming techniques that can lead to performance improvements In Detail Parallel programming techniques are required for a developer to get the best use of all the computational resources available today and to build efficient software systems. From multi-core to GPU systems up to the distributed architectures, the high computation of programs throughout requires the use of programming tools and software libraries. Because of this, it is becoming increasingly important to know what the parallel programming techniques are. Python is commonly used as even non-experts can easily deal with its concepts. This book will teach you parallel programming techniques using examples in Python and will help you explore the many ways in which you can write code that allows more than one process to happen at once. Starting with introducing you to the world of parallel computing, it moves on to cover the fundamentals in Python. This is followed by exploring the thread-based parallelism model using the Python threading module by synchronizing threads and using locks, mutex, semaphores queues, GIL, and the thread pool. Next you will be taught about process-based parallelism where you will synchronize processes using message passing along with learning about the performance of MPI Python Modules. You will then go on to learn the asynchronous parallel programming model using the Python asyncio module along with handling exceptions. Moving on, you will discover distributed computing with Python, and learn how to install a broker, use Celery Python Module, and create a worker. You will also understand the StarCluster framework, Pycsp, Scoop, and Disco modules in Python. Further on, you will learn GPU programming with Python using the PyCUDA module along with evaluating performance limitations. Next you will get acquainted with the cloud computing concepts in Python, using Google App Engine (GAE), and building your first application with GAE. Lastly, you will learn about grid computing concepts in Python and using PyGlobus toolkit, GFTP and GASS COPY to transfer files, and service monitoring in PyGlobus. Style and approach A step-by-step guide to parallel programming using Python, with recipes accompanied by one or more programming examples. It is a practically oriented book and has all the necessary underlying parallel computing concepts.

Techniques and Interventions for Play Therapy and Clinical Supervision

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Author :
Publisher : IGI Global
ISBN 13 : 1799846296
Total Pages : 310 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Techniques and Interventions for Play Therapy and Clinical Supervision by : Fazio-Griffith, Laura Jean

Download or read book Techniques and Interventions for Play Therapy and Clinical Supervision written by Fazio-Griffith, Laura Jean and published by IGI Global. This book was released on 2020-09-25 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of techniques and interventions for play therapy during the supervision process for graduate and post-graduate counselors provides a host of benefits for the counseling student, post-graduate intern, and supervisor. The counselor in training is able to experientially integrate theory with practice through the use of different modalities that provide reflection and insight into their work with clients. Additionally, the use of techniques and interventions for play therapy allows a secure and strong supervisory relationship, which allows the counselor in training to explore personal and professional goals; verbalize and conceptualize client issues, goals, and effective interventions; and develop counselor-client relationships that allow the client to progress during the therapeutic process. However, play therapy techniques and interventions are not often incorporated into the supervision process unless the clinician is a registered play therapist being supervised by a registered play therapist supervisor. Techniques and Interventions for Play Therapy and Clinical Supervision is a critical reference source that provides an opportunity for all clinicians to incorporate play therapy techniques and expressive art interventions into the process of supervision. It presents techniques and methods that allow for more effective supervision for counselors in training, which allows for more effective service delivery to clients. Highlighting topics that include play techniques in supervision, cognitive behavioral play therapy, and trauma, this book is ideal for individuals in a university, clinical, school, agency, etc. setting who provide supervision for counselors in training, including graduate students and postgraduate students. The book is an excellent supplement for clinical courses at universities with counseling programs and play therapy programs, as well as universities with graduate social work and psychology programs that have play therapy courses and provide play therapy supervision.

Parallel Processing for Scientific Computing

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Author :
Publisher : SIAM
ISBN 13 : 9780898718133
Total Pages : 421 pages
Book Rating : 4.7/5 (181 download)

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Book Synopsis Parallel Processing for Scientific Computing by : Michael A. Heroux

Download or read book Parallel Processing for Scientific Computing written by Michael A. Heroux and published by SIAM. This book was released on 2006-01-01 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Parallel processing has been an enabling technology in scientific computing for more than 20 years. This book is the first in-depth discussion of parallel computing in 10 years; it reflects the mix of topics that mathematicians, computer scientists, and computational scientists focus on to make parallel processing effective for scientific problems. Presently, the impact of parallel processing on scientific computing varies greatly across disciplines, but it plays a vital role in most problem domains and is absolutely essential in many of them. Parallel Processing for Scientific Computing is divided into four parts: The first concerns performance modeling, analysis, and optimization; the second focuses on parallel algorithms and software for an array of problems common to many modeling and simulation applications; the third emphasizes tools and environments that can ease and enhance the process of application development; and the fourth provides a sampling of applications that require parallel computing for scaling to solve larger and realistic models that can advance science and engineering.

Introduction to Parallel Programming

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Author :
Publisher : Cambridge University Press
ISBN 13 : 1009276301
Total Pages : pages
Book Rating : 4.0/5 (92 download)

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Book Synopsis Introduction to Parallel Programming by : Subodh Kumar

Download or read book Introduction to Parallel Programming written by Subodh Kumar and published by Cambridge University Press. This book was released on 2022-07-31 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: In modern computer science, there exists no truly sequential computing system; and most advanced programming is parallel programming. This is particularly evident in modern application domains like scientific computation, data science, machine intelligence, etc. This lucid introductory textbook will be invaluable to students of computer science and technology, acting as a self-contained primer to parallel programming. It takes the reader from introduction to expertise, addressing a broad gamut of issues. It covers different parallel programming styles, describes parallel architecture, includes parallel programming frameworks and techniques, presents algorithmic and analysis techniques and discusses parallel design and performance issues. With its broad coverage, the book can be useful in a wide range of courses; and can also prove useful as a ready reckoner for professionals in the field.