1st International Workshop On Data Management On New Hardware Damon 2005

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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 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.

Transaction Processing on Modern Hardware

Author : Mohammad Sadoghi
Publisher : Springer Nature
ISBN 13 : 3031018702
Total Pages : 122 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Transaction Processing on Modern Hardware by : Mohammad Sadoghi

Download or read book Transaction Processing on Modern Hardware written by Mohammad Sadoghi and published by Springer Nature. This book was released on 2022-05-31 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: The last decade has brought groundbreaking developments in transaction processing. This resurgence of an otherwise mature research area has spurred from the diminishing cost per GB of DRAM that allows many transaction processing workloads to be entirely memory-resident. This shift demanded a pause to fundamentally rethink the architecture of database systems. The data storage lexicon has now expanded beyond spinning disks and RAID levels to include the cache hierarchy, memory consistency models, cache coherence and write invalidation costs, NUMA regions, and coherence domains. New memory technologies promise fast non-volatile storage and expose unchartered trade-offs for transactional durability, such as exploiting byte-addressable hot and cold storage through persistent programming that promotes simpler recovery protocols. In the meantime, the plateauing single-threaded processor performance has brought massive concurrency within a single node, first in the form of multi-core, and now with many-core and heterogeneous processors. The exciting possibility to reshape the storage, transaction, logging, and recovery layers of next-generation systems on emerging hardware have prompted the database research community to vigorously debate the trade-offs between specialized kernels that narrowly focus on transaction processing performance vs. designs that permit transactionally consistent data accesses from decision support and analytical workloads. In this book, we aim to classify and distill the new body of work on transaction processing that has surfaced in the last decade to navigate researchers and practitioners through this intricate research subject.

New Trends in Databases and Information Systems

Author : Mykola Pechenizkiy
Publisher : Springer Science & Business Media
ISBN 13 : 3642325181
Total Pages : 444 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis New Trends in Databases and Information Systems by : Mykola Pechenizkiy

Download or read book New Trends in Databases and Information Systems written by Mykola Pechenizkiy and published by Springer Science & Business Media. This book was released on 2012-08-22 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: Database and information systems technologies have been rapidly evolving in several directions over the past years. New types and kinds of data, new types of applications and information systems to support them raise diverse challenges to be addressed. The so-called big data challenge, streaming data management and processing, social networks and other complex data analysis, including semantic reasoning into information systems supporting for instance trading, negotiations, and bidding mechanisms are just some of the emerging research topics. This volume contains papers contributed by six workshops: ADBIS Workshop on GPUs in Databases (GID 2012), Mining Complex and Stream Data (MCSD'12), International Workshop on Ontologies meet Advanced Information Systems (OAIS'2012), Second Workshop on Modeling Multi-commodity Trade: Data models and processing (MMT'12), 1st ADBIS Workshop on Social Data Processing (SDP'12), 1st ADBIS Workshop on Social and Algorithmic Issues in Business Support (SAIBS), and the Ph.D. Consortium associated with the ADBIS 2012 conference that report on the recent developments and an ongoing research in the aforementioned areas.

Big Data

Author : Fei Hu
Publisher : CRC Press
ISBN 13 : 1498734871
Total Pages : 449 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Big Data by : Fei Hu

Download or read book Big Data written by Fei Hu and published by CRC Press. This book was released on 2016-04-27 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although there are already some books published on Big Data, most of them only cover basic concepts and society impacts and ignore the internal implementation details-making them unsuitable to R&D people. To fill such a need, Big Data: Storage, Sharing, and Security examines Big Data management from an R&D perspective. It covers the 3S desi

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.

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.

Storage Systems

Author : Alexander Thomasian
Publisher : Academic Press
ISBN 13 : 0323908098
Total Pages : 748 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Storage Systems by : Alexander Thomasian

Download or read book Storage Systems written by Alexander Thomasian and published by Academic Press. This book was released on 2021-10-13 with total page 748 pages. Available in PDF, EPUB and Kindle. Book excerpt: Storage Systems: Organization, Performance, Coding, Reliability and Their Data Processing was motivated by the 1988 Redundant Array of Inexpensive/Independent Disks proposal to replace large form factor mainframe disks with an array of commodity disks. Disk loads are balanced by striping data into strips—with one strip per disk— and storage reliability is enhanced via replication or erasure coding, which at best dedicates k strips per stripe to tolerate k disk failures. Flash memories have resulted in a paradigm shift with Solid State Drives (SSDs) replacing Hard Disk Drives (HDDs) for high performance applications. RAID and Flash have resulted in the emergence of new storage companies, namely EMC, NetApp, SanDisk, and Purestorage, and a multibillion-dollar storage market. Key new conferences and publications are reviewed in this book.The goal of the book is to expose students, researchers, and IT professionals to the more important developments in storage systems, while covering the evolution of storage technologies, traditional and novel databases, and novel sources of data. We describe several prototypes: FAWN at CMU, RAMCloud at Stanford, and Lightstore at MIT; Oracle's Exadata, AWS' Aurora, Alibaba's PolarDB, Fungible Data Center; and author's paper designs for cloud storage, namely heterogeneous disk arrays and hierarchical RAID. - Surveys storage technologies and lists sources of data: measurements, text, audio, images, and video - Familiarizes with paradigms to improve performance: caching, prefetching, log-structured file systems, and merge-trees (LSMs) - Describes RAID organizations and analyzes their performance and reliability - Conserves storage via data compression, deduplication, compaction, and secures data via encryption - Specifies implications of storage technologies on performance and power consumption - Exemplifies database parallelism for big data, analytics, deep learning via multicore CPUs, GPUs, FPGAs, and ASICs, e.g., Google's Tensor Processing Units

Supervised Descriptive Pattern Mining

Author : Sebastián Ventura
Publisher : Springer
ISBN 13 : 3319981404
Total Pages : 191 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Supervised Descriptive Pattern Mining by : Sebastián Ventura

Download or read book Supervised Descriptive Pattern Mining written by Sebastián Ventura and published by Springer. This book was released on 2018-10-05 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a general and comprehensible overview of supervised descriptive pattern mining, considering classic algorithms and those based on heuristics. It provides some formal definitions and a general idea about patterns, pattern mining, the usefulness of patterns in the knowledge discovery process, as well as a brief summary on the tasks related to supervised descriptive pattern mining. It also includes a detailed description on the tasks usually grouped under the term supervised descriptive pattern mining: subgroups discovery, contrast sets and emerging patterns. Additionally, this book includes two tasks, class association rules and exceptional models, that are also considered within this field. A major feature of this book is that it provides a general overview (formal definitions and algorithms) of all the tasks included under the term supervised descriptive pattern mining. It considers the analysis of different algorithms either based on heuristics or based on exhaustive search methodologies for any of these tasks. This book also illustrates how important these techniques are in different fields, a set of real-world applications are described. Last but not least, some related tasks are also considered and analyzed. The final aim of this book is to provide a general review of the supervised descriptive pattern mining field, describing its tasks, its algorithms, its applications, and related tasks (those that share some common features). This book targets developers, engineers and computer scientists aiming to apply classic and heuristic-based algorithms to solve different kinds of pattern mining problems and apply them to real issues. Students and researchers working in this field, can use this comprehensive book (which includes its methods and tools) as a secondary textbook.

Network and Parallel Computing

Author : Keqiu Li
Publisher : Springer
ISBN 13 : 3540747842
Total Pages : 574 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Network and Parallel Computing by : Keqiu Li

Download or read book Network and Parallel Computing written by Keqiu Li and published by Springer. This book was released on 2007-09-18 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the IFIP International Conference on Network and Parallel Computing, NPC 2007. It covers network applications: cluster and grid computing, peer-to-peer computing; network technologies: network algorithms, network reliability and dependability; network and parallel architectures: multicore design issues, performance modeling and evaluation; and parallel and distributed software: data mining, parallel programming tools and compilers.

Multi Tenancy for Cloud-Based In-Memory Column Databases

Author : Jan Schaffner
Publisher : Springer Science & Business Media
ISBN 13 : 3319004972
Total Pages : 140 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Multi Tenancy for Cloud-Based In-Memory Column Databases by : Jan Schaffner

Download or read book Multi Tenancy for Cloud-Based In-Memory Column Databases written by Jan Schaffner and published by Springer Science & Business Media. This book was released on 2013-07-03 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the proliferation of Software-as-a-Service (SaaS) offerings, it is becoming increasingly important for individual SaaS providers to operate their services at a low cost. This book investigates SaaS from the perspective of the provider and shows how operational costs can be reduced by using “multi tenancy,” a technique for consolidating a large number of customers onto a small number of servers. Specifically, the book addresses multi tenancy on the database level, focusing on in-memory column databases, which are the backbone of many important new enterprise applications. For efficiently implementing multi tenancy in a farm of databases, two fundamental challenges must be addressed, (i) workload modeling and (ii) data placement. The first involves estimating the (shared) resource consumption for multi tenancy on a single in-memory database server. The second consists in assigning tenants to servers in a way that minimizes the number of required servers (and thus costs) based on the assumed workload model. This step also entails replicating tenants for performance and high availability. This book presents novel solutions to both problems.

Advances in Web and Network Technologies and Information Management

Author : Lei Chen
Publisher : Springer Science & Business Media
ISBN 13 : 3642039952
Total Pages : 261 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Advances in Web and Network Technologies and Information Management by : Lei Chen

Download or read book Advances in Web and Network Technologies and Information Management written by Lei Chen and published by Springer Science & Business Media. This book was released on 2009-09-03 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume comprises papers from four APWeb/WAIM 2009 workshops, which are 1. International Workshop on Web-based Contents Management Technologies (WCMT 2009), 2. International Workshop on Real-Time Business Intelligence (RTBI 2009), 3. International Workshop on DataBase and Information Retrieval and Aspects in Evaluating Holistic Quality of Ontology-based Information Retrieval (DBIR-ENQOIR 2009), as well as 4. International Workshop on Process Aware Information Systems (PAIS 2009. These four workshops were selected from a public call-for-proposals process. The workshop organizers have put a tremendous amount of effort into soliciting and selecting research papers with a balance of high quality and new ideas and new applications.

Applied Reconfigurable Computing. Architectures, Tools, and Applications

Author : Francesca Palumbo
Publisher : Springer Nature
ISBN 13 : 3031429214
Total Pages : 380 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Applied Reconfigurable Computing. Architectures, Tools, and Applications by : Francesca Palumbo

Download or read book Applied Reconfigurable Computing. Architectures, Tools, and Applications written by Francesca Palumbo and published by Springer Nature. This book was released on 2023-09-15 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 19th International Symposium on Applied Reconfigurable Computing, ARC 2023, which was held in Cottbus, Germany, in September 2023. The 18 full papers presented in this volume were reviewed and selected from numerous submissions. The proceedings also contain 4 short PhD papers. The contributions were organized in topical sections as follows: Design methods and tools; applications; architectures; special session: near and in-memory computing; and PhD forum papers.

Cloud Computing for Data-Intensive Applications

Author : Xiaolin Li
Publisher : Springer
ISBN 13 : 1493919059
Total Pages : 425 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Cloud Computing for Data-Intensive Applications by : Xiaolin Li

Download or read book Cloud Computing for Data-Intensive Applications written by Xiaolin Li and published by Springer. This book was released on 2014-12-02 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a range of cloud computing platforms for data-intensive scientific applications. It covers systems that deliver infrastructure as a service, including: HPC as a service; virtual networks as a service; scalable and reliable storage; algorithms that manage vast cloud resources and applications runtime; and programming models that enable pragmatic programming and implementation toolkits for eScience applications. Many scientific applications in clouds are also introduced, such as bioinformatics, biology, weather forecasting and social networks. Most chapters include case studies. Cloud Computing for Data-Intensive Applications targets advanced-level students and researchers studying computer science and electrical engineering. Professionals working in cloud computing, networks, databases and more will also find this book useful as a reference.

Data Management Technologies and Applications

Author : Markus Helfert
Publisher : Springer
ISBN 13 : 3319301624
Total Pages : 165 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Data Management Technologies and Applications by : Markus Helfert

Download or read book Data Management Technologies and Applications written by Markus Helfert and published by Springer. This book was released on 2016-02-19 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the Fourth International Conference on Data Technologies and Applications, DATA 2015, held in Colmar, France, in July 2015. The 9 revised full papers were carefully reviewed and selected from 70 submissions. The papers deal with the following topics: databases, data warehousing, data mining, data management, data security, knowledge and information systems and technologies; advanced application of data.

Handbook of Energy-Aware and Green Computing, Volume 2

Author : Ishfaq Ahmad
Publisher : CRC Press
ISBN 13 : 1466501138
Total Pages : 621 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Handbook of Energy-Aware and Green Computing, Volume 2 by : Ishfaq Ahmad

Download or read book Handbook of Energy-Aware and Green Computing, Volume 2 written by Ishfaq Ahmad and published by CRC Press. This book was released on 2013-01-31 with total page 621 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides basic and fundamental knowledge of various aspects of energy-aware computing at the component, software, and system level. It provides a broad range of topics dealing with power-, energy-, and temperature-related research areas for individuals from industry and academia.

Database and Expert Systems Applications

Author : Stephane Bressan
Publisher : Springer Science & Business Media
ISBN 13 : 3540378715
Total Pages : 977 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Database and Expert Systems Applications by : Stephane Bressan

Download or read book Database and Expert Systems Applications written by Stephane Bressan and published by Springer Science & Business Media. This book was released on 2006-08-29 with total page 977 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 17th International Conference on Database and Expert Systems Applications, DEXA 2006. The book presents 90 revised full papers together with 1 invited paper. The papers are organized in topical sections on XML, data and information, data mining and data warehouses, database applications, WWW, bioinformatics, process automation and workflow, knowledge management and expert systems, database theory, query processing, and privacy and security.