Proceedings Of The 20th International Workshop On Data Management On New Hardware

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Data Management on New Hardware

Author : Spyros Blanas
Publisher : Springer
ISBN 13 : 3319561111
Total Pages : 174 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Data Management on New Hardware by : Spyros Blanas

Download or read book Data Management on New Hardware written by Spyros Blanas and published by Springer. This book was released on 2017-03-21 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains selected papers from the 7th International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, ADMS 2016, and the 4th International Workshop on In-Memory Data Management and Analytics, IMDM 2016, held in New Dehli, India, in September 2016. The joint Workshops were co-located with VLDB 2016. The 9 papers presented were carefully reviewed and selected from 18 submissions. They investigate opportunities in accelerating analytics/data management systems and workloads (including traditional OLTP, data warehousing/OLAP, ETL streaming/real-time, business analytics, and XML/RDF processing) running memory-only environments, using processors (e.g. commodity and specialized multi-core, GPUs and FPGAs, storage systems (e.g. storage-class memories like SSDs and phase-change memory), and hybrid programming models like CUDA, OpenCL, and Open ACC. The papers also explore the interplay between overall system design, core algorithms, query optimization strategies, programming approaches, performance modeling and evaluation, from the perspective of data management applications.

Proceedings of the 20th International Workshop on Data Management on New Hardware

Author : Carsten Binnig
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Proceedings of the 20th International Workshop on Data Management on New Hardware by : Carsten Binnig

Download or read book Proceedings of the 20th International Workshop on Data Management on New Hardware written by Carsten Binnig and published by . This book was released on 2024 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Recent Advances on Soft Computing and Data Mining

Author : Tutut Herawan
Publisher : Springer
ISBN 13 : 3319512811
Total Pages : 665 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Recent Advances on Soft Computing and Data Mining by : Tutut Herawan

Download or read book Recent Advances on Soft Computing and Data Mining written by Tutut Herawan and published by Springer. This book was released on 2016-12-27 with total page 665 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive introduction and practical look at the concepts and techniques readers need to get the most out of their data in real-world, large-scale data mining projects. It also guides readers through the data-analytic thinking necessary for extracting useful knowledge and business value from the data. The book is based on the Soft Computing and Data Mining (SCDM-16) conference, which was held in Bandung, Indonesia on August 18th–20th 2016 to discuss the state of the art in soft computing techniques, and offer participants sufficient knowledge to tackle a wide range of complex systems. The scope of the conference is reflected in the book, which presents a balance of soft computing techniques and data mining approaches. The two constituents are introduced to the reader systematically and brought together using different combinations of applications and practices. It offers engineers, data analysts, practitioners, scientists and managers the insights into the concepts, tools and techniques employed, and as such enables them to better understand the design choice and options of soft computing techniques and data mining approaches that are necessary to thrive in this data-driven ecosystem.

Proceedings of International Conference on Trends in Computational and Cognitive Engineering

Author : M. Shamim Kaiser
Publisher : Springer Nature
ISBN 13 : 9813346736
Total Pages : 701 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Proceedings of International Conference on Trends in Computational and Cognitive Engineering by : M. Shamim Kaiser

Download or read book Proceedings of International Conference on Trends in Computational and Cognitive Engineering written by M. Shamim Kaiser and published by Springer Nature. This book was released on 2020-12-16 with total page 701 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents various computational and cognitive modeling approaches in the areas of health, education, finance, environment, engineering, commerce, and industry. It is a collection of selected conference papers presented at the International Conference on Trends in Computational and Cognitive Engineering (TCCE 2020). It shares cutting-edge insights and ideas from mathematicians, engineers, scientists, and researchers and discusses fresh perspectives on problem solving in a range of research areas.

Algorithms and Architectures for Parallel Processing

Author : Meikang Qiu
Publisher : Springer Nature
ISBN 13 : 3030602451
Total Pages : 734 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Algorithms and Architectures for Parallel Processing by : Meikang Qiu

Download or read book Algorithms and Architectures for Parallel Processing written by Meikang Qiu and published by Springer Nature. This book was released on 2020-09-30 with total page 734 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three-volume set LNCS 12452, 12453, and 12454 constitutes the proceedings of the 20th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2020, in New York City, NY, USA, in October 2020. The total of 142 full papers and 5 short papers included in this proceedings volumes was carefully reviewed and selected from 495 submissions. ICA3PP is covering the many dimensions of parallel algorithms and architectures, encompassing fundamental theoretical approaches, practical experimental projects, and commercial components and systems. As applications of computing systems have permeated in every aspects of daily life, the power of computing system has become increasingly critical. This conference provides a forum for academics and practitioners from countries around the world to exchange ideas for improving the efficiency, performance, reliability, security and interoperability of computing systems and applications. ICA3PP 2020 focus on two broad areas of parallel and distributed computing, i.e. architectures, algorithms and networks, and systems and applications.

Handbook of Big Data Technologies

Author : Albert Y. Zomaya
Publisher : Springer
ISBN 13 : 331949340X
Total Pages : 890 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Handbook of Big Data Technologies by : Albert Y. Zomaya

Download or read book Handbook of Big Data Technologies written by Albert Y. Zomaya and published by Springer. This book was released on 2017-02-25 with total page 890 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook offers comprehensive coverage of recent advancements in Big Data technologies and related paradigms. Chapters are authored by international leading experts in the field, and have been reviewed and revised for maximum reader value. The volume consists of twenty-five chapters organized into four main parts. Part one covers the fundamental concepts of Big Data technologies including data curation mechanisms, data models, storage models, programming models and programming platforms. It also dives into the details of implementing Big SQL query engines and big stream processing systems. Part Two focuses on the semantic aspects of Big Data management including data integration and exploratory ad hoc analysis in addition to structured querying and pattern matching techniques. Part Three presents a comprehensive overview of large scale graph processing. It covers the most recent research in large scale graph processing platforms, introducing several scalable graph querying and mining mechanisms in domains such as social networks. Part Four details novel applications that have been made possible by the rapid emergence of Big Data technologies such as Internet-of-Things (IOT), Cognitive Computing and SCADA Systems. All parts of the book discuss open research problems, including potential opportunities, that have arisen from the rapid progress of Big Data technologies and the associated increasing requirements of application domains. Designed for researchers, IT professionals and graduate students, this book is a timely contribution to the growing Big Data field. Big Data has been recognized as one of leading emerging technologies that will have a major contribution and impact on the various fields of science and varies aspect of the human society over the coming decades. Therefore, the content in this book will be an essential tool to help readers understand the development and future of the field.

Indexing on Non-Volatile Memory

Author : Kaisong Huang
Publisher : Springer Nature
ISBN 13 : 3031476271
Total Pages : 92 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Indexing on Non-Volatile Memory by : Kaisong Huang

Download or read book Indexing on Non-Volatile Memory written by Kaisong Huang and published by Springer Nature. This book was released on 2023-11-28 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on online transaction processing indexes designed for scalable, byte-addressable non-volatile memory (NVM) and provides a systematic review and summary of the fundamental principles and techniques as well as an outlook on the future of this research area. In this book, the authors divide the development of NVM indexes into three “eras”— pre-Optane, Optane and post-Optane—based on when the first major scalable NVM device (Optane) became commercially available and when it was announced to be discontinued. The book will analyze the reasons for the slow adoption of NVM and give an outlook for indexing techniques in the post-Optane era. The book assumes only basic undergraduate-level understanding on indexing (e.g., B+-trees, hash tables) and database systems in general. It is otherwise self-contained with the necessary background information, including an introduction to NVM hardware and software/programming issues, a detailed description of different indexes in highly concurrent systems for non-experts and new researchers to get started in this area.

Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety

Author : Stanisław Kozielski
Publisher : Springer
ISBN 13 : 3319999877
Total Pages : 514 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety by : Stanisław Kozielski

Download or read book Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety written by Stanisław Kozielski and published by Springer. This book was released on 2018-09-07 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2018, held in Poznań, Poland, in September 2018, during the IFIP World Computer Congress. It consists of 38 carefully reviewed papers selected from 102 submissions. The papers are organized in topical sections, namely big data and cloud computing; architectures, structures and algorithms for efficient data processing; artificial intelligence, data mining and knowledge discovery; text mining, natural language processing, ontologies and semantic web; image analysis and multimedia mining.

Distributed Computing and Artificial Intelligence, 12th International Conference

Author : Sigeru Omatu
Publisher : Springer
ISBN 13 : 3319196383
Total Pages : 418 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Distributed Computing and Artificial Intelligence, 12th International Conference by : Sigeru Omatu

Download or read book Distributed Computing and Artificial Intelligence, 12th International Conference written by Sigeru Omatu and published by Springer. This book was released on 2015-05-28 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 12th International Symposium on Distributed Computing and Artificial Intelligence 2015 (DCAI 2015) is a forum to present applications of innovative techniques for studying and solving complex problems. The exchange of ideas between scientists and technicians from both the academic and industrial sector is essential to facilitate the development of systems that can meet the ever-increasing demands of today’s society. The present edition brings together past experience, current work and promising future trends associated with distributed computing, artificial intelligence and their application in order to provide efficient solutions to real problems. This symposium is organized by the Osaka Institute of Technology, Qatar University and the University of Salamanca.

Proceedings of the Future Technologies Conference (FTC) 2019

Author : Kohei Arai
Publisher : Springer Nature
ISBN 13 : 3030325202
Total Pages : 1006 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Proceedings of the Future Technologies Conference (FTC) 2019 by : Kohei Arai

Download or read book Proceedings of the Future Technologies Conference (FTC) 2019 written by Kohei Arai and published by Springer Nature. This book was released on 2019-10-12 with total page 1006 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents state-of-the-art intelligent methods and techniques for solving real-world problems and offers a vision of future research. Featuring 143 papers from the 4th Future Technologies Conference, held in San Francisco, USA, in 2019, it covers a wide range of important topics, including, but not limited to, computing, electronics, artificial intelligence, robotics, security and communications and their applications to the real world. As such, it is an interesting, exciting and inspiring read.

Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012)

Author : Mohan S
Publisher : Springer Science & Business Media
ISBN 13 : 813221000X
Total Pages : 620 pages
Book Rating : 4.1/5 (322 download)

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Book Synopsis Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012) by : Mohan S

Download or read book Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012) written by Mohan S and published by Springer Science & Business Media. This book was released on 2013-01-11 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings includes cutting-edge research articles from the Fourth International Conference on Signal and Image Processing (ICSIP), which is organised by Dr. N.G.P. Institute of Technology, Kalapatti, Coimbatore. The Conference provides academia and industry to discuss and present the latest technological advances and research results in the fields of theoretical, experimental, and application of signal, image and video processing. The book provides latest and most informative content from engineers and scientists in signal, image and video processing from around the world, which will benefit the future research community to work in a more cohesive and collaborative way.

Handbook on Data Centers

Author : Samee U. Khan
Publisher : Springer
ISBN 13 : 1493920928
Total Pages : 1309 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Handbook on Data Centers by : Samee U. Khan

Download or read book Handbook on Data Centers written by Samee U. Khan and published by Springer. This book was released on 2015-03-16 with total page 1309 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook offers a comprehensive review of the state-of-the-art research achievements in the field of data centers. Contributions from international, leading researchers and scholars offer topics in cloud computing, virtualization in data centers, energy efficient data centers, and next generation data center architecture. It also comprises current research trends in emerging areas, such as data security, data protection management, and network resource management in data centers. Specific attention is devoted to industry needs associated with the challenges faced by data centers, such as various power, cooling, floor space, and associated environmental health and safety issues, while still working to support growth without disrupting quality of service. The contributions cut across various IT data technology domains as a single source to discuss the interdependencies that need to be supported to enable a virtualized, next-generation, energy efficient, economical, and environmentally friendly data center. This book appeals to a broad spectrum of readers, including server, storage, networking, database, and applications analysts, administrators, and architects. It is intended for those seeking to gain a stronger grasp on data center networks: the fundamental protocol used by the applications and the network, the typical network technologies, and their design aspects. The Handbook of Data Centers is a leading reference on design and implementation for planning, implementing, and operating data center networks.

Computer Architecture

Author : John L. Hennessy
Publisher : Morgan Kaufmann
ISBN 13 : 0128119063
Total Pages : 939 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Computer Architecture by : John L. Hennessy

Download or read book Computer Architecture written by John L. Hennessy and published by Morgan Kaufmann. This book was released on 2017-11-23 with total page 939 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer Architecture: A Quantitative Approach, Sixth Edition has been considered essential reading by instructors, students and practitioners of computer design for over 20 years. The sixth edition of this classic textbook from Hennessy and Patterson, winners of the 2017 ACM A.M. Turing Award recognizing contributions of lasting and major technical importance to the computing field, is fully revised with the latest developments in processor and system architecture. The text now features examples from the RISC-V (RISC Five) instruction set architecture, a modern RISC instruction set developed and designed to be a free and openly adoptable standard. It also includes a new chapter on domain-specific architectures and an updated chapter on warehouse-scale computing that features the first public information on Google's newest WSC. True to its original mission of demystifying computer architecture, this edition continues the longstanding tradition of focusing on areas where the most exciting computing innovation is happening, while always keeping an emphasis on good engineering design. - Winner of a 2019 Textbook Excellence Award (Texty) from the Textbook and Academic Authors Association - Includes a new chapter on domain-specific architectures, explaining how they are the only path forward for improved performance and energy efficiency given the end of Moore's Law and Dennard scaling - Features the first publication of several DSAs from industry - Features extensive updates to the chapter on warehouse-scale computing, with the first public information on the newest Google WSC - Offers updates to other chapters including new material dealing with the use of stacked DRAM; data on the performance of new NVIDIA Pascal GPU vs. new AVX-512 Intel Skylake CPU; and extensive additions to content covering multicore architecture and organization - Includes "Putting It All Together" sections near the end of every chapter, providing real-world technology examples that demonstrate the principles covered in each chapter - Includes review appendices in the printed text and additional reference appendices available online - Includes updated and improved case studies and exercises - ACM named John L. Hennessy and David A. Patterson, recipients of the 2017 ACM A.M. Turing Award for pioneering a systematic, quantitative approach to the design and evaluation of computer architectures with enduring impact on the microprocessor industry

In Memory Data Management and Analysis

Author : Arun Jagatheesan
Publisher : Springer
ISBN 13 : 3319139606
Total Pages : 157 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis In Memory Data Management and Analysis by : Arun Jagatheesan

Download or read book In Memory Data Management and Analysis written by Arun Jagatheesan and published by Springer. This book was released on 2015-01-13 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post conference proceedings of the First and Second International Workshops on In Memory Data Management and Analysis held in Riva del Garda, Italy, August 2013 and Hangzhou, China, in September 2014. The 11 revised full papers were carefully reviewed and selected from 18 submissions and cover topics from main-memory graph analytics platforms to main-memory OLTP applications.

Image Processing Using FPGAs

Author : Donald Bailey
Publisher : MDPI
ISBN 13 : 303897918X
Total Pages : 204 pages
Book Rating : 4.0/5 (389 download)

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Book Synopsis Image Processing Using FPGAs by : Donald Bailey

Download or read book Image Processing Using FPGAs written by Donald Bailey and published by MDPI. This book was released on 2019-06-11 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a selection of papers representing current research on using field programmable gate arrays (FPGAs) for realising image processing algorithms. These papers are reprints of papers selected for a Special Issue of the Journal of Imaging on image processing using FPGAs. A diverse range of topics is covered, including parallel soft processors, memory management, image filters, segmentation, clustering, image analysis, and image compression. Applications include traffic sign recognition for autonomous driving, cell detection for histopathology, and video compression. Collectively, they represent the current state-of-the-art on image processing using FPGAs.

Agile Processes in Software Engineering and Extreme Programming

Author : Philippe Kruchten
Publisher : Springer
ISBN 13 : 303019034X
Total Pages : 266 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Agile Processes in Software Engineering and Extreme Programming by : Philippe Kruchten

Download or read book Agile Processes in Software Engineering and Extreme Programming written by Philippe Kruchten and published by Springer. This book was released on 2019-05-11 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book constitutes the proceedings of the 20th International Conference on Agile Software Development, XP 2019, held in Montreal, QC, Canada, in May 2019. XP is the premier agile software development conference combining research and practice. It is a hybrid forum where agile researchers, academics, practitioners, thought leaders, coaches, and trainers get together to present and discuss their most recent innovations, research results, experiences, concerns, challenges, and trends. Following this history, for both researchers and seasoned practitioners XP 2019 provided an informal environment to network, share, and discover trends in Agile for the next 20 years The 15 full papers presented in this volume were carefully reviewed and selected from 45 submissions. They were organized in topical sections named: agile adoption, agile practices; large-scale agile; agility beyond IT, and the future of agile.

Sensing and Signal Processing in Smart Healthcare

Author : Wenbing Zhao
Publisher : MDPI
ISBN 13 : 303650026X
Total Pages : 198 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis Sensing and Signal Processing in Smart Healthcare by : Wenbing Zhao

Download or read book Sensing and Signal Processing in Smart Healthcare written by Wenbing Zhao and published by MDPI. This book was released on 2021-01-29 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the last decade, we have witnessed the rapid development of electronic technologies that are transforming our daily lives. Such technologies are often integrated with various sensors that facilitate the collection of human motion and physiological data and are equipped with wireless communication modules such as Bluetooth, radio frequency identification, and near-field communication. In smart healthcare applications, designing ergonomic and intuitive human–computer interfaces is crucial because a system that is not easy to use will create a huge obstacle to adoption and may significantly reduce the efficacy of the solution. Signal and data processing is another important consideration in smart healthcare applications because it must ensure high accuracy with a high level of confidence in order for the applications to be useful for clinicians in making diagnosis and treatment decisions. This Special Issue is a collection of 10 articles selected from a total of 26 contributions. These contributions span the areas of signal processing and smart healthcare systems mostly contributed by authors from Europe, including Italy, Spain, France, Portugal, Romania, Sweden, and Netherlands. Authors from China, Korea, Taiwan, Indonesia, and Ecuador are also included.