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Author: Daniel A. Reed
Publisher: MIT Press
ISBN: 9780262681421
Category : Computers
Languages : en
Pages : 396
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Book Description
The major research results from the Scalable Input/Output Initiative, exploring software and algorithmic solutions to the I/O imbalance. As we enter the "decade of data," the disparity between the vast amount of data storage capacity (measurable in terabytes and petabytes) and the bandwidth available for accessing it has created an input/output bottleneck that is proving to be a major constraint on the effective use of scientific data for research. Scalable Input/Output is a summary of the major research results of the Scalable I/O Initiative, launched by Paul Messina, then Director of the Center for Advanced Computing Research at the California Institute of Technology, to explore software and algorithmic solutions to the I/O imbalance. The contributors explore techniques for I/O optimization, including: I/O characterization to understand application and system I/O patterns; system checkpointing strategies; collective I/O and parallel database support for scientific applications; parallel I/O libraries and strategies for file striping, prefetching, and write behind; compilation strategies for out-of-core data access; scheduling and shared virtual memory alternatives; network support for low-latency data transfer; and parallel I/O application programming interfaces.
Author: Daniel A. Reed
Publisher: MIT Press
ISBN: 9780262681421
Category : Computers
Languages : en
Pages : 396
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Book Description
The major research results from the Scalable Input/Output Initiative, exploring software and algorithmic solutions to the I/O imbalance. As we enter the "decade of data," the disparity between the vast amount of data storage capacity (measurable in terabytes and petabytes) and the bandwidth available for accessing it has created an input/output bottleneck that is proving to be a major constraint on the effective use of scientific data for research. Scalable Input/Output is a summary of the major research results of the Scalable I/O Initiative, launched by Paul Messina, then Director of the Center for Advanced Computing Research at the California Institute of Technology, to explore software and algorithmic solutions to the I/O imbalance. The contributors explore techniques for I/O optimization, including: I/O characterization to understand application and system I/O patterns; system checkpointing strategies; collective I/O and parallel database support for scientific applications; parallel I/O libraries and strategies for file striping, prefetching, and write behind; compilation strategies for out-of-core data access; scheduling and shared virtual memory alternatives; network support for low-latency data transfer; and parallel I/O application programming interfaces.
Author: Ion Stoica
Publisher: Springer Science & Business Media
ISBN: 3540219609
Category : Computers
Languages : en
Pages : 226
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Book Description
This book is a revised version of the author's PhD thesis, which was selected as the winning thesis of the 2001 ACM Doctoral Dissertation Competition. Ion Stoica did his PhD work at Carnegie Mellon University with Hui Zhang as thesis adviser. The author addresses the most pressing and difficult problem facing the Internet community today: how to enhance the Internet to support rich functionalities, such as QoS and traffic management, while still maintaining the scalability and robustness properties embodied in the original Internet architecture. The monograph presents complete solutions including architectures, algorithms, and implementations dealing with fundamental problems of today's Internet: providing guaranteed services, differentiated services, and flow protection. Compared to existing solutions, Ion Stoica's solution eliminates the complex operations on both data and control paths in the network core. All in all, the research results presented in this monograph constitute one of the most important contributions to networking research in the past ten years.
Author: Laurent, Anne
Publisher: IGI Global
ISBN: 1605668591
Category : Computers
Languages : en
Pages : 466
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Book Description
"This book presents up-to-date techniques for addressing data management problems with logic and memory use"--Provided by publisher.
Author: United States. Patent and Trademark Office
Publisher:
ISBN:
Category : Patents
Languages : en
Pages : 1474
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Book Description
Author: Ron Bekkerman
Publisher: Cambridge University Press
ISBN: 0521192242
Category : Computers
Languages : en
Pages : 493
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Book Description
This integrated collection covers a range of parallelization platforms, concurrent programming frameworks and machine learning settings, with case studies.
Author: Jose Maria Alonso Moral
Publisher: Springer Nature
ISBN: 303071098X
Category : Technology & Engineering
Languages : en
Pages : 232
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Book Description
The importance of Trustworthy and Explainable Artificial Intelligence (XAI) is recognized in academia, industry and society. This book introduces tools for dealing with imprecision and uncertainty in XAI applications where explanations are demanded, mainly in natural language. Design of Explainable Fuzzy Systems (EXFS) is rooted in Interpretable Fuzzy Systems, which are thoroughly covered in the book. The idea of interpretability in fuzzy systems, which is grounded on mathematical constraints and assessment functions, is firstly introduced. Then, design methodologies are described. Finally, the book shows with practical examples how to design EXFS from interpretable fuzzy systems and natural language generation. This approach is supported by open source software. The book is intended for researchers, students and practitioners who wish to explore EXFS from theoretical and practical viewpoints. The breadth of coverage will inspire novel applications and scientific advancements.
Author: Palle Jorgensen
Publisher: World Scientific
ISBN: 9811269017
Category : Mathematics
Languages : en
Pages : 270
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Book Description
This book presents the mathematics of wavelet theory and its applications in a broader sense, comprising entropy encoding, lifting scheme, matrix factorization, and fractals. It also encompasses image compression examples using wavelet transform and includes the principal component analysis which is a hot topic on data dimension reduction in machine learning.Readers will find equal coverage on the following three themes:The book entails a varied choice of diverse interdisciplinary themes. While the topics can be found in various parts of the pure and applied literature, this book fulfills the need for an accessible presentation which cuts across the fields.As the target audience is wide-ranging, a detailed and systematic discussion of issues involving infinite dimensions and Hilbert space is presented in later chapters on wavelets, transform theory and, entropy encoding and probability. For the problems addressed there, the case of infinite dimension will be more natural, and well-motivated.
Author: Erin Ganju
Publisher: John Wiley & Sons
ISBN: 1119483883
Category : Business & Economics
Languages : en
Pages : 229
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Book Description
Grow your start-up into a global influence with real-world impact Scaling Global Change provides social entrepreneurs with the strong organizational foundation they need to change the world. Through the story of Room to Read, one of the fastest-growing nonprofits in the last 18 years, this book features clear, real-world lessons for growing a non-profit or social enterprise, with special insight into girls’ education and literacy programming in lower-income countries. By outlining theories of program, operational, and system-level change, the discussion delves into the meat of the entrepreneurial spirit and applies it directly to everyday strategic decisions. The book begins with an overview of essential communication, vision, and execution fundamentals, and then dives into a discussion of metrics, monitoring, planning, leadership, and more. Clear guidance on internal operations, fundraising, team building, management, and other central topics provides a roadmap for new and experienced leaders, while further exploration of influence, strategy, and government funding relates the wisdom of experience from the perspective of a successful organization. Cross the chasm from start-up to mature organization with worldwide impact Gain insight into the theoretical and practical underpinnings of nonprofit success Adopt new perspectives on effectiveness, excellence, and influence Translate ideas into action in a way that will change the world Social entrepreneurship has taken off more than ever, and the market is crowded with optimistic leaders wanting to change the world. How do you differentiate your organization from the pack? How can you stand out, stand up, and make a real impact? These lessons are gained through experience and building a strong organizational culture; Room to Read has treaded this path and found itself at the heights of success. With Scaling Global Change, you reap the benefit of experiential lessons while applying them to the success of your own organization. **All Royalties from the sale of Scaling Global Change will be donated directly to Room To Read**
Author: Rainer Palm
Publisher: Springer Science & Business Media
ISBN: 3662034018
Category : Computers
Languages : en
Pages : 195
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Book Description
Model Based Fuzzy Control uses a given conventional or fuzzy open loop model of the plant under control to derive the set of fuzzy rules for the fuzzy controller. Of central interest are the stability, performance, and robustness of the resulting closed loop system. The major objective of model based fuzzy control is to use the full range of linear and nonlinear design and analysis methods to design such fuzzy controllers with better stability, performance, and robustness properties than non-fuzzy controllers designed using the same techniques. This objective has already been achieved for fuzzy sliding mode controllers and fuzzy gain schedulers - the main topics of this book. The primary aim of the book is to serve as a guide for the practitioner and to provide introductory material for courses in control theory.
Author: Management Association, Information Resources
Publisher: IGI Global
ISBN: 1522519343
Category : Social Science
Languages : en
Pages : 2104
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Book Description
The growing presence of discrimination and isolation has caused negative changes to human interactions. With the ubiquity of these practices, there is now an increasingly urgent need to close this divide. Discrimination and Diversity: Concepts, Methodologies, Tools, and Applications provides a critical look at race, gender, and modern day discrimination and solutions to creating sustainable diversity across numerous contexts and fields. Including innovative studies on anti-discrimination measures, gender discrimination, and tolerance, this multi-volume book is an ideal source for professionals, practitioners, graduate students, academics, and researchers working in equality, as well as managers and those in leadership roles.
