Proceedings Of The 22nd Annual International Conference On Supercomputing

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GeoComputation, Second Edition

Author : Robert J. Abrahart
Publisher : CRC Press
ISBN 13 : 1466503289
Total Pages : 480 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis GeoComputation, Second Edition by : Robert J. Abrahart

Download or read book GeoComputation, Second Edition written by Robert J. Abrahart and published by CRC Press. This book was released on 2014-06-23 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: A revision of Openshaw and Abrahart’s seminal work, GeoComputation, Second Edition retains influences of its originators while also providing updated, state-of-the-art information on changes in the computational environment. In keeping with the field’s development, this new edition takes a broader view and provides comprehensive coverage across the field of GeoComputation. See What’s New in the Second Edition: Coverage of ubiquitous computing, the GeoWeb, reproducible research, open access, and agent-based modelling Expanded chapter on Genetic Programming and a separate chapter developed on Evolutionary Algorithms Ten chapters updated by the same or new authors and eight new chapters added to reflect state of the art Each chapter is a stand-alone entity that covers a particular topic. You can simply dip in and out or read it from cover to cover. The opening chapter by Stan Openshaw has been preserved, with only a limited number of minor essential modifications having been enacted. This is not just a matter of respect. Openshaw’s work is eloquent, prophetic, and his overall message remains largely unchanged. In contrast to other books on this subject, GeoComputation: Second Edition supplies a state-of-the-art review of all major areas in GeoComputation with chapters written especially for this book by invited specialists. This approach helps develop and expand a computational culture, one that can exploit the ever-increasing richness of modern geographical and geospatial datasets. It also supplies an instructional guide to be kept within easy reach for regular access and when need arises.

Data Clustering

Author : Charu C. Aggarwal
Publisher : CRC Press
ISBN 13 : 1466558210
Total Pages : 654 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Data Clustering by : Charu C. Aggarwal

Download or read book Data Clustering written by Charu C. Aggarwal and published by CRC Press. This book was released on 2013-08-21 with total page 654 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research on the problem of clustering tends to be fragmented across the pattern recognition, database, data mining, and machine learning communities. Addressing this problem in a unified way, Data Clustering: Algorithms and Applications provides complete coverage of the entire area of clustering, from basic methods to more refined and complex data clustering approaches. It pays special attention to recent issues in graphs, social networks, and other domains. The book focuses on three primary aspects of data clustering: Methods, describing key techniques commonly used for clustering, such as feature selection, agglomerative clustering, partitional clustering, density-based clustering, probabilistic clustering, grid-based clustering, spectral clustering, and nonnegative matrix factorization Domains, covering methods used for different domains of data, such as categorical data, text data, multimedia data, graph data, biological data, stream data, uncertain data, time series clustering, high-dimensional clustering, and big data Variations and Insights, discussing important variations of the clustering process, such as semisupervised clustering, interactive clustering, multiview clustering, cluster ensembles, and cluster validation In this book, top researchers from around the world explore the characteristics of clustering problems in a variety of application areas. They also explain how to glean detailed insight from the clustering process—including how to verify the quality of the underlying clusters—through supervision, human intervention, or the automated generation of alternative clusters.

Transactions on Large-Scale Data- and Knowledge-Centered Systems XV

Author : Abdelkader Hameurlain
Publisher : Springer
ISBN 13 : 366245761X
Total Pages : 133 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Transactions on Large-Scale Data- and Knowledge-Centered Systems XV by : Abdelkader Hameurlain

Download or read book Transactions on Large-Scale Data- and Knowledge-Centered Systems XV written by Abdelkader Hameurlain and published by Springer. This book was released on 2014-12-11 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability. Current decentralized systems still focus on data and knowledge as their main resource. Feasibility of these systems relies basically on P2P (peer-to-peer) techniques and the support of agent systems with scaling and decentralized control. Synergy between grids, P2P systems, and agent technologies is the key to data- and knowledge-centered systems in large-scale environments. This special issue contains extended and revised versions of 4 papers, selected from the 25 papers presented at the satellite events associated with the 17th East-European Conference on Advances in Databases and Information Systems (ADBIS 2013), held on September 1-4, 2013 in Genoa, Italy. The three satellite events were GID 2013, the Second International Workshop on GPUs in Databases; SoBI 2013, the First International Workshop on Social Business Intelligence: Integrating Social Content in Decision Making; and OAIS 2013, the Second International Workshop on Ontologies Meet Advanced Information Systems. The papers cover various topics in large-scale data and knowledge-centered systems, including GPU-accelerated database systems and GPU-based compression for large time series databases, design of parallel data warehouses, and schema matching. The special issue content, which combines both theoretical and application-based contributions, gives a useful overview of some of the current trends in large-scale data and knowledge management and will stimulate new ideas for further research and development within both the scientific and industrial communities.

Network and Parallel Computing

Author : Xin He
Publisher : Springer Nature
ISBN 13 : 3030794784
Total Pages : 480 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Network and Parallel Computing by : Xin He

Download or read book Network and Parallel Computing written by Xin He and published by Springer Nature. This book was released on 2021-06-22 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 17th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2020, held in Zhengzhou, China, in September 2020. The 34 full and 7 short papers presented in this volume were carefully reviewed and selected from 95 submissions. They were organized in topical sections named: accelerator; AI; algorithm; architecture and hardware; big data and cloud; edge computing; emerging; network; and storage.

Handbook of Parallel Computing

Author : Sanguthevar Rajasekaran
Publisher : CRC Press
ISBN 13 : 1420011294
Total Pages : 1224 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Handbook of Parallel Computing by : Sanguthevar Rajasekaran

Download or read book Handbook of Parallel Computing written by Sanguthevar Rajasekaran and published by CRC Press. This book was released on 2007-12-20 with total page 1224 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ability of parallel computing to process large data sets and handle time-consuming operations has resulted in unprecedented advances in biological and scientific computing, modeling, and simulations. Exploring these recent developments, the Handbook of Parallel Computing: Models, Algorithms, and Applications provides comprehensive coverage on a

GPU Computing Gems Jade Edition

Author : Wen-mei Hwu
Publisher : Elsevier
ISBN 13 : 0123859638
Total Pages : 562 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis GPU Computing Gems Jade Edition by : Wen-mei Hwu

Download or read book GPU Computing Gems Jade Edition written by Wen-mei Hwu and published by Elsevier. This book was released on 2011-09-28 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Since the introduction of CUDA in 2007, more than 100 million computers with CUDA capable GPUs have been shipped to end users. GPU computing application developers can now expect their application to have a mass market. With the introduction of OpenCL in 2010, researchers can now expect to develop GPU applications that can run on hardware from multiple vendors"--

Proceedings of the Conference on Experimental Research in Computer Systems

Author : Lawrence Snyder
Publisher :
ISBN 13 :
Total Pages : 252 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Proceedings of the Conference on Experimental Research in Computer Systems by : Lawrence Snyder

Download or read book Proceedings of the Conference on Experimental Research in Computer Systems written by Lawrence Snyder and published by . This book was released on 1997 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Performance Analysis of Parallel Applications for HPC

Author : Jidong Zhai
Publisher : Springer Nature
ISBN 13 : 9819943663
Total Pages : 259 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Performance Analysis of Parallel Applications for HPC by : Jidong Zhai

Download or read book Performance Analysis of Parallel Applications for HPC written by Jidong Zhai and published by Springer Nature. This book was released on 2023-09-09 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a hybrid static-dynamic approach for efficient performance analysis of parallel applications on HPC systems. Performance analysis is essential to finding performance bottlenecks and understanding the performance behaviors of parallel applications on HPC systems. However, current performance analysis techniques usually incur significant overhead. Our book introduces a series of approaches for lightweight performance analysis. We combine static and dynamic analysis to reduce the overhead of performance analysis. Based on this hybrid static-dynamic approach, we then propose several innovative techniques for various performance analysis scenarios, including communication analysis, memory analysis, noise analysis, computation analysis, and scalability analysis. Through these specific performance analysis techniques, we convey to readers the idea of using static analysis to support dynamic analysis. To gain the most from the book, readers should have a basic grasp of parallel computing, computer architecture, and compilation techniques.

Facing the Multicore-Challenge

Author : Rainer Keller
Publisher : Springer
ISBN 13 : 3642162339
Total Pages : 164 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Facing the Multicore-Challenge by : Rainer Keller

Download or read book Facing the Multicore-Challenge written by Rainer Keller and published by Springer. This book was released on 2010-10-05 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: This survey of the impact of multicore and co-processor technologies on science as well as on large-scale interdisciplinary applications covers the state of the art in the field. It also points to a number of potentially fruitful areas for future research.

Architecture of Computing Systems - ARCS 2012

Author : Andreas Herkersdorf
Publisher : Springer
ISBN 13 : 3642282938
Total Pages : 264 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Architecture of Computing Systems - ARCS 2012 by : Andreas Herkersdorf

Download or read book Architecture of Computing Systems - ARCS 2012 written by Andreas Herkersdorf and published by Springer. This book was released on 2012-02-11 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 25th International Conference on Architecture of Computing Systems, ARCS 2012, held in Munich, Germany, in February/March 2012. The 20 revised full papers presented in 7 technical sessions were carefully reviewed and selected from 65 submissions. The papers are organized in topical sections on robustness and fault tolerance, power-aware processing, parallel processing, processor cores, optimization, and communication and memory.

High Performance Memory Systems

Author : Haldun Hadimioglu
Publisher : Springer Science & Business Media
ISBN 13 : 1441989870
Total Pages : 298 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis High Performance Memory Systems by : Haldun Hadimioglu

Download or read book High Performance Memory Systems written by Haldun Hadimioglu and published by Springer Science & Business Media. This book was released on 2011-06-27 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: The State of Memory Technology Over the past decade there has been rapid growth in the speed of micropro cessors. CPU speeds are approximately doubling every eighteen months, while main memory speed doubles about every ten years. The International Tech nology Roadmap for Semiconductors (ITRS) study suggests that memory will remain on its current growth path. The ITRS short-and long-term targets indicate continued scaling improvements at about the current rate by 2016. This translates to bit densities increasing at two times every two years until the introduction of 8 gigabit dynamic random access memory (DRAM) chips, after which densities will increase four times every five years. A similar growth pattern is forecast for other high-density chip areas and high-performance logic (e.g., microprocessors and application specific inte grated circuits (ASICs)). In the future, molecular devices, 64 gigabit DRAMs and 28 GHz clock signals are targeted. Although densities continue to grow, we still do not see significant advances that will improve memory speed. These trends have created a problem that has been labeled the Memory Wall or Memory Gap.

Operating Systems for Supercomputers and High Performance Computing

Author : Balazs Gerofi
Publisher : Springer Nature
ISBN 13 : 9811366241
Total Pages : 416 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Operating Systems for Supercomputers and High Performance Computing by : Balazs Gerofi

Download or read book Operating Systems for Supercomputers and High Performance Computing written by Balazs Gerofi and published by Springer Nature. This book was released on 2019-10-15 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Few works are as timely and critical to the advancement of high performance computing than is this new up-to-date treatise on leading-edge directions of operating systems. It is a first-hand product of many of the leaders in this rapidly evolving field and possibly the most comprehensive. This new and important book masterfully presents the major alternative concepts driving the future of operating system design for high performance computing. In particular, it describes the major advances of monolithic operating systems such as Linux and Unix that dominate the TOP500 list. It also presents the state of the art in lightweight kernels that exhibit high efficiency and scalability at the loss of generality. Finally, this work looks forward to possibly the most promising strategy of a hybrid structure combining full service functionality with lightweight kernel operation. With this, it is likely that this new work will find its way on the shelves of almost everyone who is in any way engaged in the multi-discipline of high performance computing. (From the foreword by Thomas Sterling)

Proceedings of the 2006 International Conference on Supercomputing

Author :
Publisher :
ISBN 13 :
Total Pages : 402 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Proceedings of the 2006 International Conference on Supercomputing by :

Download or read book Proceedings of the 2006 International Conference on Supercomputing written by and published by . This book was released on 2006 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt:

High Performance Computing – HiPC 2005

Author : David A. Bader
Publisher : Springer
ISBN 13 : 3540324275
Total Pages : 576 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis High Performance Computing – HiPC 2005 by : David A. Bader

Download or read book High Performance Computing – HiPC 2005 written by David A. Bader and published by Springer. This book was released on 2006-10-18 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th International Conference on High-Performance Computing, HiPC 2005, held in Goa, India in December 2005. The 50 revised full papers presented were carefully reviewed and selected from 362 submissions. After the keynote section and the presentation of the 2 awarded best contributions the papers are organized in topical sections on algorithms, applications, architecture, systems software, communication networks, and systems and networks.

Proceedings of the 17th Annual International Symposium on High Performance Computing Systems and Applications and the OSCAR Symposium

Download Proceedings of the 17th Annual International Symposium on High Performance Computing Systems and Applications and the OSCAR Symposium PDF Online Free

Author : National Research Council Canada
Publisher : NRC Research Press
ISBN 13 : 9780660190280
Total Pages : 354 pages
Book Rating : 4.1/5 (92 download)

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Book Synopsis Proceedings of the 17th Annual International Symposium on High Performance Computing Systems and Applications and the OSCAR Symposium by : National Research Council Canada

Download or read book Proceedings of the 17th Annual International Symposium on High Performance Computing Systems and Applications and the OSCAR Symposium written by National Research Council Canada and published by NRC Research Press. This book was released on 2003 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 17th annual International Symposium on High Performance Systems and Applications (HPCS 2003) and the first OSCAR Symposium were held in Sherbrooke, Quebec Canada, May 11-14, 2003. The proceedings cover various areas of High Performance Computing, from specific scientific applications to computer architecture. OSCAR is an Open Source clustering software suite for building, maintaining, and using high performance clusters.

Improving Processor Performance by Dynamically Pre-processing the Instruction Stream

Author : James David Dundas
Publisher :
ISBN 13 :
Total Pages : 536 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Improving Processor Performance by Dynamically Pre-processing the Instruction Stream by : James David Dundas

Download or read book Improving Processor Performance by Dynamically Pre-processing the Instruction Stream written by James David Dundas and published by . This book was released on 1998 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: The exponentially increasing gap between processors and off-chip memory, as measured in processor cycles, is rapidly turning memory latency into a major processor performance bottleneck. Traditional solutions, such as employing multiple levels of caches, are expensive and do not work well with some applications. We evaluate a technique, called runahead pre-processing, that can significantly improve processor performance. The instruction and data stream prefetches generated during runahead episodes led to a significant performance improvement for all of the benchmarks we examined. We found that runahead typically led to about a 30% reduction in CPI for the four Spec95 integer benchmarks that we simulated, while runahead was able to reduce CPI by 77% for the STREAM benchmark. This is for a five stage pipeline with two levels of split instruction and data caches: 8KB each of L1, and 1MB each of L2. A significant result is that when the latency to off-chip memory increases, or if the caching performance for a particular benchmark is poor, runahead is especially effective as the processor has more opportunities in which to pre-process instructions. Finally, runahead appears particularly well suited for use with high clock-rate in-order processors that employ relatively inexpensive memory hierarchies.

Precision Agriculture

Author : Qamar Zaman
Publisher : Elsevier
ISBN 13 : 0443189544
Total Pages : 292 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Precision Agriculture by : Qamar Zaman

Download or read book Precision Agriculture written by Qamar Zaman and published by Elsevier. This book was released on 2023-05-18 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Precision Agriculture: Evolution, Insights and Emerging Trends presents a complete guide from foundational concepts to the economic, commercial and environmental implications of the approach. Showcasing recent research improvements, future trends, and highlighting innovative use of machine vision, artificial intelligence, UAVs, drones, IoT and data analytics to promote sustainable agriculture, the book brings the reader up-to-date with understanding and implementing this targeted practice. From the basic elements of agronomy to insights on reflectance and remote sensing indices, chapters use summary abstracts, case studies and real-world examples of implementing the tools of precision agriculture (PA) to demonstrate the latest advances. It includes explanations on the origin of the intra-plot variability of a culture (spatial and temporal), different types of existing sensors, controllers and site-specific management. The book further explores yield monitoring, weed, disease and pest control, automated irrigation systems, PA tools for variable rate application of inputs within the field, and data processing methods. By also exploring the economic profitability of precision farming approaches, and its utility for sustainable agriculture, Precision Agriculture: Evolution, Insights and Emerging Trends is a truly comprehensive view of this important approach to improving global agriculture production. Scientists, researchers, policymakers, graduate and postgraduate students, and engineers in the related fields of agriculture, computer science and engineering will benefit from this book. - Addresses soil, machinery, plants, irrigation, sensors, UAVs and more - Explores current and future technologies in the field of Precision Agriculture - Details comprehensive cost-benefit analysis for governments and other policymakers to incentivize and promote precision agriculture technology