Large Scale Sorting In Uniform Memory Hierarchies

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Handbook of Massive Data Sets

Author : James Abello
Publisher : Springer
ISBN 13 : 1461500052
Total Pages : 1209 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Handbook of Massive Data Sets by : James Abello

Download or read book Handbook of Massive Data Sets written by James Abello and published by Springer. This book was released on 2013-12-21 with total page 1209 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proliferation of massive data sets brings with it a series of special computational challenges. This "data avalanche" arises in a wide range of scientific and commercial applications. With advances in computer and information technologies, many of these challenges are beginning to be addressed by diverse inter-disciplinary groups, that indude computer scientists, mathematicians, statisticians and engineers, working in dose cooperation with application domain experts. High profile applications indude astrophysics, bio-technology, demographics, finance, geographi cal information systems, government, medicine, telecommunications, the environment and the internet. John R. Tucker of the Board on Mathe matical Seiences has stated: "My interest in this problern (Massive Data Sets) isthat I see it as the rnost irnportant cross-cutting problern for the rnathernatical sciences in practical problern solving for the next decade, because it is so pervasive. " The Handbook of Massive Data Sets is comprised of articles writ ten by experts on selected topics that deal with some major aspect of massive data sets. It contains chapters on information retrieval both in the internet and in the traditional sense, web crawlers, massive graphs, string processing, data compression, dustering methods, wavelets, op timization, external memory algorithms and data structures, the US national duster project, high performance computing, data warehouses, data cubes, semi-structured data, data squashing, data quality, billing in the large, fraud detection, and data processing in astrophysics, air pollution, biomolecular data, earth observation and the environment.

External Memory Algorithms

Author : James M. Abello
Publisher : American Mathematical Soc.
ISBN 13 : 0821870939
Total Pages : 321 pages
Book Rating : 4.8/5 (218 download)

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Book Synopsis External Memory Algorithms by : James M. Abello

Download or read book External Memory Algorithms written by James M. Abello and published by American Mathematical Soc.. This book was released on 1999-01-01 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents new research results and current techniques for the design and analysis of external memory algorithms. Topics presented include problems in computational geometry, graph theory, data compression, disk scheduling, linear algebra, statistics, software libraries, text and string processing, visualization, wavelets, and industrial applications.

Input/Output in Parallel and Distributed Computer Systems

Author : Ravi Jain
Publisher : Springer Science & Business Media
ISBN 13 : 1461314011
Total Pages : 398 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Input/Output in Parallel and Distributed Computer Systems by : Ravi Jain

Download or read book Input/Output in Parallel and Distributed Computer Systems written by Ravi Jain and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Input/Output in Parallel and Distributed Computer Systems has attracted increasing attention over the last few years, as it has become apparent that input/output performance, rather than CPU performance, may be the key limiting factor in the performance of future systems. This I/O bottleneck is caused by the increasing speed mismatch between processing units and storage devices, the use of multiple processors operating simultaneously in parallel and distributed systems, and by the increasing I/O demands of new classes of applications, like multimedia. It is also important to note that, to varying degrees, the I/O bottleneck exists at multiple levels of the memory hierarchy. All indications are that the I/O bottleneck will be with us for some time to come, and is likely to increase in importance. Input/Output in Parallel and Distributed Computer Systems is based on papers presented at the 1994 and 1995 IOPADS workshops held in conjunction with the International Parallel Processing Symposium. This book is divided into three parts. Part I, the Introduction, contains four invited chapters which provide a tutorial survey of I/O issues in parallel and distributed systems. The chapters in Parts II and III contain selected research papers from the 1994 and 1995 IOPADS workshops; many of these papers have been substantially revised and updated for inclusion in this volume. Part II collects the papers from both years which deal with various aspects of system software, and Part III addresses architectural issues. Input/Output in Parallel and Distributed Computer Systems is suitable as a secondary text for graduate level courses in computer architecture, software engineering, and multimedia systems, and as a reference for researchers and practitioners in industry.

The Computer Engineering Handbook

Author : Vojin G. Oklobdzija
Publisher : CRC Press
ISBN 13 : 9780849308857
Total Pages : 1422 pages
Book Rating : 4.3/5 (88 download)

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Book Synopsis The Computer Engineering Handbook by : Vojin G. Oklobdzija

Download or read book The Computer Engineering Handbook written by Vojin G. Oklobdzija and published by CRC Press. This book was released on 2001-12-26 with total page 1422 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is arguably no field in greater need of a comprehensive handbook than computer engineering. The unparalleled rate of technological advancement, the explosion of computer applications, and the now-in-progress migration to a wireless world have made it difficult for engineers to keep up with all the developments in specialties outside their own. References published only a few years ago are now sorely out of date. The Computer Engineering Handbook changes all of that. Under the leadership of Vojin Oklobdzija and a stellar editorial board, some of the industry's foremost experts have joined forces to create what promises to be the definitive resource for computer design and engineering. Instead of focusing on basic, introductory material, it forms a comprehensive, state-of-the-art review of the field's most recent achievements, outstanding issues, and future directions. The world of computer engineering is vast and evolving so rapidly that what is cutting-edge today may be obsolete in a few months. While exploring the new developments, trends, and future directions of the field, The Computer Engineering Handbook captures what is fundamental and of lasting value.

Computing and Combinatorics

Author : Dingzhu Du
Publisher : Springer Science & Business Media
ISBN 13 : 9783540602163
Total Pages : 676 pages
Book Rating : 4.6/5 (21 download)

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Book Synopsis Computing and Combinatorics by : Dingzhu Du

Download or read book Computing and Combinatorics written by Dingzhu Du and published by Springer Science & Business Media. This book was released on 1995 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the First Annual International Conference on Computing and Combinatorics, COCOON '95, held in Xi'an, China in August 1995. The 52 thoroughly refereed full papers and the 22 short presentations included in this volume were selected from a total of 120 submissions. All current aspects of theoretical computer science and combinatorial mathematics related to computing are addressed; in particular, there are sections on complexity theory, graph drawing, computational geometry, databases, graph algorithms, distributed programming and logic, combinatorics, machine models, combinatorial designs, algorithmic learning, algorithms, distributed computing, and scheduling.

Pattern Discovery in Biology and Strings Sorting

Author : Ezekiel Adebiyi
Publisher :
ISBN 13 :
Total Pages : 168 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Pattern Discovery in Biology and Strings Sorting by : Ezekiel Adebiyi

Download or read book Pattern Discovery in Biology and Strings Sorting written by Ezekiel Adebiyi and published by . This book was released on 2002 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Digital Systems and Applications

Author : Vojin G. Oklobdzija
Publisher : CRC Press
ISBN 13 : 0849386209
Total Pages : 992 pages
Book Rating : 4.8/5 (493 download)

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Book Synopsis Digital Systems and Applications by : Vojin G. Oklobdzija

Download or read book Digital Systems and Applications written by Vojin G. Oklobdzija and published by CRC Press. This book was released on 2017-12-19 with total page 992 pages. Available in PDF, EPUB and Kindle. Book excerpt: New design architectures in computer systems have surpassed industry expectations. Limits, which were once thought of as fundamental, have now been broken. Digital Systems and Applications details these innovations in systems design as well as cutting-edge applications that are emerging to take advantage of the fields increasingly sophisticated capabilities. This book features new chapters on parallelizing iterative heuristics, stream and wireless processors, and lightweight embedded systems. This fundamental text— Provides a clear focus on computer systems, architecture, and applications Takes a top-level view of system organization before moving on to architectural and organizational concepts such as superscalar and vector processor, VLIW architecture, as well as new trends in multithreading and multiprocessing. includes an entire section dedicated to embedded systems and their applications Discusses topics such as digital signal processing applications, circuit implementation aspects, parallel I/O algorithms, and operating systems Concludes with a look at new and future directions in computing Features articles that describe diverse aspects of computer usage and potentials for use Details implementation and performance-enhancing techniques such as branch prediction, register renaming, and virtual memory Includes a section on new directions in computing and their penetration into many new fields and aspects of our daily lives

Journal of the ACM.

Author :
Publisher :
ISBN 13 :
Total Pages : 436 pages
Book Rating : 4.X/5 (6 download)

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Book Synopsis Journal of the ACM. by :

Download or read book Journal of the ACM. written by and published by . This book was released on 2002 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Annual ACM Symposium on Parallel Algorithms and Architectures

Author :
Publisher :
ISBN 13 :
Total Pages : 358 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Annual ACM Symposium on Parallel Algorithms and Architectures by :

Download or read book Annual ACM Symposium on Parallel Algorithms and Architectures written by and published by . This book was released on 1997 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Encyclopedia of Computer Science and Technology

Author : Allen Kent
Publisher : CRC Press
ISBN 13 : 9780824722937
Total Pages : 392 pages
Book Rating : 4.7/5 (229 download)

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Book Synopsis Encyclopedia of Computer Science and Technology by : Allen Kent

Download or read book Encyclopedia of Computer Science and Technology written by Allen Kent and published by CRC Press. This book was released on 1999-05-14 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Approach to Complexity from a Human-Centered Artificial Intelligence Perspective to The Virtual Workplace

Algorithmic Foundations of Geographic Information Systems

Author : Marc van Kreveld
Publisher : Lecture Notes in Computer Science
ISBN 13 :
Total Pages : 312 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Algorithmic Foundations of Geographic Information Systems by : Marc van Kreveld

Download or read book Algorithmic Foundations of Geographic Information Systems written by Marc van Kreveld and published by Lecture Notes in Computer Science. This book was released on 1997-11-12 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: This state-of-the-art tutorial brings together current research and development on Geographic Information Systems. In nine chapters, the authors present a unique survey, ranging from the history and basic characteristics, to current issues of precision and robustness of geometric computing.

Abstract Machine Models for Highly Parallel Computers

Author : John R. Davy
Publisher : Oxford University Press, USA
ISBN 13 :
Total Pages : 360 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Abstract Machine Models for Highly Parallel Computers by : John R. Davy

Download or read book Abstract Machine Models for Highly Parallel Computers written by John R. Davy and published by Oxford University Press, USA. This book was released on 1995 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: The papers collected in this volume cover a wide range of issues relevant to abstract models, including terminology and concepts for abstract models of computation, models for general purpose parallel computing, declarative models, performance modelling, and special purpose parallel models.The papers originated from the Second Workshop on Abstract Machine Models for Highly Parallel Computers, sponsored by the BCS Parallel Processing Specialist Group. Overall themes of the workshop were the specification, implementation, and application of such models, and the identification of keyissues for future research.

SPAA

Author :
Publisher :
ISBN 13 :
Total Pages : 324 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis SPAA by :

Download or read book SPAA written by and published by . This book was released on 1998 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Documentation Abstracts

Author :
Publisher :
ISBN 13 :
Total Pages : 592 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Documentation Abstracts by :

Download or read book Documentation Abstracts written by and published by . This book was released on 1995 with total page 592 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Algorithms and Data Structures for External Memory

Author : Jeffrey Scott Vitter
Publisher : Now Publishers Inc
ISBN 13 : 1601981066
Total Pages : 192 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis Algorithms and Data Structures for External Memory by : Jeffrey Scott Vitter

Download or read book Algorithms and Data Structures for External Memory written by Jeffrey Scott Vitter and published by Now Publishers Inc. This book was released on 2008 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describes several useful paradigms for the design and implementation of efficient external memory (EM) algorithms and data structures. The problem domains considered include sorting, permuting, FFT, scientific computing, computational geometry, graphs, databases, geographic information systems, and text and string processing.

40th Annual Symposium on Foundations of Computer Science

Author :
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
ISBN 13 : 9780769504094
Total Pages : 690 pages
Book Rating : 4.5/5 (4 download)

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Book Synopsis 40th Annual Symposium on Foundations of Computer Science by :

Download or read book 40th Annual Symposium on Foundations of Computer Science written by and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 1999 with total page 690 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings consists of the 67 papers presented at the October 1999 symposium. Among the topics are approximation schemes for minimizing average weighted completion time with release dates, improved bounds for sampling colorings, dynamic planar convex hull operations in near-logarithmic amortized time, Markovian coupling vs. conductance for the Jerrum-Sinclair chain, and bounds for small- error and zero-error quantum algorithms. Some other topics are online scheduling to minimize average stretch, algorithmic aspects of protein structure similarity, non-malleable non-interactive zero knowledge and adaptive chosen-ciphertext security, stochastic load balancing and related problems, and the testability of regular languages with a constant number of queries. No subject index. Annotation copyrighted by Book News, Inc., Portland, OR.

Algorithms for Memory Hierarchies

Author : Ulrich Meyer
Publisher : Springer
ISBN 13 : 3540365745
Total Pages : 443 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Algorithms for Memory Hierarchies by : Ulrich Meyer

Download or read book Algorithms for Memory Hierarchies written by Ulrich Meyer and published by Springer. This book was released on 2003-07-01 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: Algorithms that have to process large data sets have to take into account that the cost of memory access depends on where the data is stored. Traditional algorithm design is based on the von Neumann model where accesses to memory have uniform cost. Actual machines increasingly deviate from this model: while waiting for memory access, nowadays, microprocessors can in principle execute 1000 additions of registers; for hard disk access this factor can reach six orders of magnitude. The 16 coherent chapters in this monograph-like tutorial book introduce and survey algorithmic techniques used to achieve high performance on memory hierarchies; emphasis is placed on methods interesting from a theoretical as well as important from a practical point of view.