Proceedings Of The 14th 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.

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.

Applied Reconfigurable Computing. Architectures, Tools, and Applications

Author : Steven Derrien
Publisher : Springer Nature
ISBN 13 : 3030790258
Total Pages : 338 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Applied Reconfigurable Computing. Architectures, Tools, and Applications by : Steven Derrien

Download or read book Applied Reconfigurable Computing. Architectures, Tools, and Applications written by Steven Derrien and published by Springer Nature. This book was released on 2021-06-23 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 17th International Symposium on Applied Reconfigurable Computing, ARC 2021, held as a virtual event, in June 2021. The 14 full papers and 11 short presentations presented in this volume were carefully reviewed and selected from 40 submissions. The papers cover a broad spectrum of applications of reconfigurable computing, from driving assistance, data and graph processing acceleration, computer security to the societal relevant topic of supporting early diagnosis of Covid infectious conditions.

Data Engineering and Data Science

Author : Kukatlapalli Pradeep Kumar
Publisher : John Wiley & Sons
ISBN 13 : 1119841976
Total Pages : 367 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Data Engineering and Data Science by : Kukatlapalli Pradeep Kumar

Download or read book Data Engineering and Data Science written by Kukatlapalli Pradeep Kumar and published by John Wiley & Sons. This book was released on 2023-08-29 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: DATA ENGINEERING and DATA SCIENCE Written and edited by one of the most prolific and well-known experts in the field and his team, this exciting new volume is the “one-stop shop” for the concepts and applications of data science and engineering for data scientists across many industries. The field of data science is incredibly broad, encompassing everything from cleaning data to deploying predictive models. However, it is rare for any single data scientist to be working across the spectrum day to day. Data scientists usually focus on a few areas and are complemented by a team of other scientists and analysts. Data engineering is also a broad field, but any individual data engineer doesn’t need to know the whole spectrum of skills. Data engineering is the aspect of data science that focuses on practical applications of data collection and analysis. For all the work that data scientists do to answer questions using large sets of information, there have to be mechanisms for collecting and validating that information. In this exciting new volume, the team of editors and contributors sketch the broad outlines of data engineering, then walk through more specific descriptions that illustrate specific data engineering roles. Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. This book brings together machine learning, engineering mathematics, and mathematical physics to integrate modeling and control of dynamical systems with modern methods in data science. It highlights many of the recent advances in scientific computing that enable data-driven methods to be applied to a diverse range of complex systems, such as turbulence, the brain, climate, epidemiology, finance, robotics, and autonomy. Whether for the veteran engineer or scientist working in the field or laboratory, or the student or academic, this is a must-have for any library.

Industrial Engineering: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1466619465
Total Pages : 2090 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Industrial Engineering: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Industrial Engineering: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2012-08-31 with total page 2090 pages. Available in PDF, EPUB and Kindle. Book excerpt: Industrial engineering affects all levels of society, with innovations in manufacturing and other forms of engineering oftentimes spawning cultural or educational shifts along with new technologies. Industrial Engineering: Concepts, Methodologies, Tools, and Applications serves as a vital compendium of research, detailing the latest research, theories, and case studies on industrial engineering. Bringing together contributions from authors around the world, this three-volume collection represents the most sophisticated research and developments from the field of industrial engineering and will prove a valuable resource for researchers, academics, and practitioners alike.

Advances on P2P, Parallel, Grid, Cloud and Internet Computing

Author : Leonard Barolli
Publisher : Springer Nature
ISBN 13 : 3030335097
Total Pages : 963 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Advances on P2P, Parallel, Grid, Cloud and Internet Computing by : Leonard Barolli

Download or read book Advances on P2P, Parallel, Grid, Cloud and Internet Computing written by Leonard Barolli and published by Springer Nature. This book was released on 2019-10-19 with total page 963 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest research findings, innovative research results, methods and development techniques related to P2P, grid, cloud and Internet computing from both theoretical and practical perspectives. It also reveals the synergies among such large-scale computing paradigms. P2P, grid, cloud and Internet computing technologies have rapidly become established as breakthrough paradigms for solving complex problems by enabling aggregation and sharing of an increasing variety of distributed computational resources at large scale. Grid computing originated as a paradigm for high-performance computing, as an alternative to expensive supercomputers through different forms of large-scale distributed computing. P2P computing emerged as a new paradigm after client–server and web-based computing and has proved useful in the development of social networking, B2B (business to business), B2C (business to consumer), B2G (business to government), and B2E (business to employee). Cloud computing has been defined as a “computing paradigm where the boundaries of computing are determined by economic rationale rather than technical limits,” and it has fast become a computing paradigm with applicability and adoption in all application domains and which provides utility computing at a large scale. Lastly, Internet computing is the basis of any large-scale distributed computing paradigms; it has developed into a vast area of flourishing fields with enormous impact on today’s information societies, and serving as a universal platform comprising a large variety of computing forms such as grid, P2P, cloud and mobile computing.

Euro-Par 2008 Parallel Processing

Author : Emilio Luque
Publisher : Springer
ISBN 13 : 3540854517
Total Pages : 991 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Euro-Par 2008 Parallel Processing by : Emilio Luque

Download or read book Euro-Par 2008 Parallel Processing written by Emilio Luque and published by Springer. This book was released on 2008-08-21 with total page 991 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th International Conference on Parallel Computing, Euro-Par 2008, held in Las Palmas de Gran Canaria, Spain, in August 2008. The 86 revised papers presented were carefully reviewed and selected from 264 submissions. The papers are organized in topical sections on support tools and environments; performance prediction and evaluation; scheduling and load balancing; high performance architectures and compilers; parallel and distributed databases; grid and cluster computing; peer-to-peer computing; distributed systems and algorithms; parallel and distributed programming; parallel numerical algorithms; distributed and high-performance multimedia; theory and algorithms for parallel computation; and high performance networks.

Web-Age Information Management

Author : Yunjun Gao
Publisher : Springer
ISBN 13 : 3642395279
Total Pages : 420 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Web-Age Information Management by : Yunjun Gao

Download or read book Web-Age Information Management written by Yunjun Gao and published by Springer. This book was released on 2013-06-12 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of six workshops of the 14th International Conference on Web-Age Information Management, WAIM 2013, held in Beidaihe, China, June 2013. The 37 revised full papers are organized in topical sections on the six following workshops: The International Workshop on Big Data Management on Emerging Hardware (HardBD 2013), the Second International Workshop on Massive Data Storage and Processing (MDSP 2013), the First International Workshop on Emergency Management in Big Data Age (BigEM 2013), the International Workshop on Trajectory Mining in Social Networks (TMSN 2013), the First International Workshop on Location-based Query Processing in Mobile Environments (LQPM 2013), and the First International Workshop on Big Data Management and Service (BDMS 2013).

Green IT: Technologies and Applications

Author : Jae H. Kim
Publisher : Springer Science & Business Media
ISBN 13 : 3642221793
Total Pages : 445 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Green IT: Technologies and Applications by : Jae H. Kim

Download or read book Green IT: Technologies and Applications written by Jae H. Kim and published by Springer Science & Business Media. This book was released on 2011-07-25 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the first of its kind in presenting comprehensive technical issues and solutions for rapidly growing Green IT. It brings together in a single volume both green communications and green computing under the theme of Green IT, and presents exciting research and developments taking place therein in a survey style. Written by the subject matter experts consisting of an international team of recognized researchers and practitioners in the field, Green IT: Technologies and Applications will serve as an excellent source of information on the latest technical trend of Green IT for graduate/undergraduate students, researchers, engineers, and engineering managers in the IT (Electrical, Communications, Computer Engineering, Computer Science, Information Science) as well as interdisciplinary areas such as sustainability, environment, and energy. The book comprises three parts: Green Communications, Green Computing, and Smart Grid and Applications. Part I Green Communications deals with energy efficient architectures and associated performance measures in wireless communications. It covers energy issues in PHY, MAC, Routing, Application layers and their solutions for a variety of networks. Part II Green Computing deals with various energy issues in data centers, computing clusters, computing storage, and associated optimization techniques. Energy management strategies are presented to balance between energy efficiency and required qualities of services. Part III Smart Grid and Applications presents an overview and research challenges for smart grid. Applications include modeling of urban pollutant for transportation networks, Wireless Sensor Network (WSN) architecture with long range radio, and Green IT standards.

Web Information Systems and Applications

Author : Weiwei Ni
Publisher : Springer Nature
ISBN 13 : 3030309525
Total Pages : 725 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Web Information Systems and Applications by : Weiwei Ni

Download or read book Web Information Systems and Applications written by Weiwei Ni and published by Springer Nature. This book was released on 2019-09-17 with total page 725 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 16th International Conference on Web Information Systems and Applications, WISA 2019, held in Qingdao, China, in September 2019. The 39 revised full papers and 33 short papers presented were carefully reviewed and selected from 154 submissions. The papers are grouped in topical sections on machine learning and data mining, cloud computing and big data, information retrieval, natural language processing, data privacy and security, knowledge graphs and social networks, blockchain, query processing, and recommendations.

Mobile and Web Innovations in Systems and Service-Oriented Engineering

Author : Chiu, Dickson K.W.
Publisher : IGI Global
ISBN 13 : 146662471X
Total Pages : 453 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Mobile and Web Innovations in Systems and Service-Oriented Engineering by : Chiu, Dickson K.W.

Download or read book Mobile and Web Innovations in Systems and Service-Oriented Engineering written by Chiu, Dickson K.W. and published by IGI Global. This book was released on 2012-11-30 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book offers widespread knowledge on modern organizations and the complications of the current globalized computing environment"--Provided by publisher.

Energy-Aware Systems and Networking for Sustainable Initiatives

Author : Kaabouch, Naima
Publisher : IGI Global
ISBN 13 : 1466618434
Total Pages : 468 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Energy-Aware Systems and Networking for Sustainable Initiatives by : Kaabouch, Naima

Download or read book Energy-Aware Systems and Networking for Sustainable Initiatives written by Kaabouch, Naima and published by IGI Global. This book was released on 2012-06-30 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book covers a great variety of topics such as materials, environment, electronics, and computing, offering a vital source of information detailing the latest architectures, frameworks, methodologies, and research on energy-aware systems and networking for sustainable initiatives"--

Database Systems for Advanced Applications

Author : Jian Pei
Publisher : Springer
ISBN 13 : 3319914588
Total Pages : 845 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Database Systems for Advanced Applications by : Jian Pei

Download or read book Database Systems for Advanced Applications written by Jian Pei and published by Springer. This book was released on 2018-05-11 with total page 845 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 10827 and LNCS 10828 constitutes the refereed proceedings of the 23rd International Conference on Database Systems for Advanced Applications, DASFAA 2018, held in Gold Coast, QLD, Australia, in May 2018. The 83 full papers, 21 short papers, 6 industry papers, and 8 demo papers were carefully selected from a total of 360 submissions. The papers are organized around the following topics: network embedding; recommendation; graph and network processing; social network analytics; sequence and temporal data processing; trajectory and streaming data; RDF and knowledge graphs; text and data mining; medical data mining; security and privacy; search and information retrieval; query processing and optimizations; data quality and crowdsourcing; learning models; multimedia data processing; and distributed computing.

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.

Knowledge Graphs

Author : Dieter Fensel
Publisher : Springer Nature
ISBN 13 : 3030374394
Total Pages : 156 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Knowledge Graphs by : Dieter Fensel

Download or read book Knowledge Graphs written by Dieter Fensel and published by Springer Nature. This book was released on 2020-01-31 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes methods and tools that empower information providers to build and maintain knowledge graphs, including those for manual, semi-automatic, and automatic construction; implementation; and validation and verification of semantic annotations and their integration into knowledge graphs. It also presents lifecycle-based approaches for semi-automatic and automatic curation of these graphs, such as approaches for assessment, error correction, and enrichment of knowledge graphs with other static and dynamic resources. Chapter 1 defines knowledge graphs, focusing on the impact of various approaches rather than mathematical precision. Chapter 2 details how knowledge graphs are built, implemented, maintained, and deployed. Chapter 3 then introduces relevant application layers that can be built on top of such knowledge graphs, and explains how inference can be used to define views on such graphs, making it a useful resource for open and service-oriented dialog systems. Chapter 4 discusses applications of knowledge graph technologies for e-tourism and use cases for other verticals. Lastly, Chapter 5 provides a summary and sketches directions for future work. The additional appendix introduces an abstract syntax and semantics for domain specifications that are used to adapt schema.org to specific domains and tasks. To illustrate the practical use of the approaches presented, the book discusses several pilots with a focus on conversational interfaces, describing how to exploit knowledge graphs for e-marketing and e-commerce. It is intended for advanced professionals and researchers requiring a brief introduction to knowledge graphs and their implementation.

GPU Computing Gems Jade Edition

Author :
Publisher : Elsevier
ISBN 13 : 0123859646
Total Pages : 561 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis GPU Computing Gems Jade Edition by :

Download or read book GPU Computing Gems Jade Edition written by and published by Elsevier. This book was released on 2011-11-02 with total page 561 pages. Available in PDF, EPUB and Kindle. Book excerpt: GPU Computing Gems, Jade Edition, offers hands-on, proven techniques for general purpose GPU programming based on the successful application experiences of leading researchers and developers. One of few resources available that distills the best practices of the community of CUDA programmers, this second edition contains 100% new material of interest across industry, including finance, medicine, imaging, engineering, gaming, environmental science, and green computing. It covers new tools and frameworks for productive GPU computing application development and provides immediate benefit to researchers developing improved programming environments for GPUs. Divided into five sections, this book explains how GPU execution is achieved with algorithm implementation techniques and approaches to data structure layout. More specifically, it considers three general requirements: high level of parallelism, coherent memory access by threads within warps, and coherent control flow within warps. Chapters explore topics such as accelerating database searches; how to leverage the Fermi GPU architecture to further accelerate prefix operations; and GPU implementation of hash tables. There are also discussions on the state of GPU computing in interactive physics and artificial intelligence; programming tools and techniques for GPU computing; and the edge and node parallelism approach for computing graph centrality metrics. In addition, the book proposes an alternative approach that balances computation regardless of node degree variance. Software engineers, programmers, hardware engineers, and advanced students will find this book extremely usefull. For useful source codes discussed throughout the book, the editors invite readers to the following website: ..." - This second volume of GPU Computing Gems offers 100% new material of interest across industry, including finance, medicine, imaging, engineering, gaming, environmental science, green computing, and more - Covers new tools and frameworks for productive GPU computing application development and offers immediate benefit to researchers developing improved programming environments for GPUs - Even more hands-on, proven techniques demonstrating how general purpose GPU computing is changing scientific research - Distills the best practices of the community of CUDA programmers; each chapter provides insights and ideas as well as 'hands on' skills applicable to a variety of fields

Ubiquitous Information Technologies and Applications

Author : Young-Sik Jeong
Publisher : Springer Science & Business Media
ISBN 13 : 3642416713
Total Pages : 842 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Ubiquitous Information Technologies and Applications by : Young-Sik Jeong

Download or read book Ubiquitous Information Technologies and Applications written by Young-Sik Jeong and published by Springer Science & Business Media. This book was released on 2013-11-19 with total page 842 pages. Available in PDF, EPUB and Kindle. Book excerpt: The theme of CUTE is focused on the various aspects of ubiquitous computing for advances in ubiquitous computing and provides an opportunity for academic and industry professionals to discuss the latest issues and progress in the area of ubiquitous computing. Therefore this book will be include the various theories and practical applications in ubiquitous computing