Scalable Data Management for Future Hardware

This open access book presents the results of the DFG priority program on Scalable Data Management for Future Hardware. It details requirements and solutions of how modern and future hardware architectures can be leveraged to address the challenges in modern data management. The nine chapters of the...

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collection Directory of Open Access Books
description This open access book presents the results of the DFG priority program on Scalable Data Management for Future Hardware. It details requirements and solutions of how modern and future hardware architectures can be leveraged to address the challenges in modern data management. The nine chapters of the book present a wide range of data management architectures in conjunction with current hardware developments, often related to applications in data analytics or machine learning. They cover topics such as hardware-accelerated query or event processing on FPGA, GPU, and multicore CPUs, scalable data management in data center networks or on modern memory and storage technologies, and operating system support. This book provides researchers in academia and industry with a comprehensive combination of data management, operating systems, distributed systems and computer architecture issues necessary to address the requirements from practice as well as to propel innovative ideas and challenging research questions.
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language eng
publishDate 2025
publishDateRange 2025
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publisher Springer Nature
publisherStr Springer Nature
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spelling doab-20.500.12854ir-1513222025-07-21T15:44:30Z Scalable Data Management for Future Hardware Sattler, Kai-Uwe Kemper, Alfons Neumann, Thomas Teubner, Jens data management data integration distributed data management storage technologies in-memory database main-memory database non-volatile memory thema EDItEUR::U Computing and Information Technology::UN Databases thema EDItEUR::U Computing and Information Technology::UK Computer hardware thema EDItEUR::U Computing and Information Technology::UN Databases thema EDItEUR::U Computing and Information Technology::UK Computer hardware This open access book presents the results of the DFG priority program on Scalable Data Management for Future Hardware. It details requirements and solutions of how modern and future hardware architectures can be leveraged to address the challenges in modern data management. The nine chapters of the book present a wide range of data management architectures in conjunction with current hardware developments, often related to applications in data analytics or machine learning. They cover topics such as hardware-accelerated query or event processing on FPGA, GPU, and multicore CPUs, scalable data management in data center networks or on modern memory and storage technologies, and operating system support. This book provides researchers in academia and industry with a comprehensive combination of data management, operating systems, distributed systems and computer architecture issues necessary to address the requirements from practice as well as to propel innovative ideas and challenging research questions. 2025-02-16T09:09:40Z 2025-02-16T09:09:40Z 2025-02-13T10:55:44Z 2025 book ONIX_20250213_9783031740978_6 https://library.oapen.org/handle/20.500.12657/98554 9783031740978 9783031740961 https://directory.doabooks.org/handle/20.500.12854/151322 eng open access image/jpeg n/a https://library.oapen.org/bitstream/20.500.12657/98554/1/9783031740978.pdf Springer Nature Springer Nature Switzerland 10.1007/978-3-031-74097-8 10.1007/978-3-031-74097-8 9fa3421d-f917-4153-b9ab-fc337c396b5a 9a1a78b8-0587-41d4-8214-cf47cca18416 9783031740978 9783031740961 Springer Nature Switzerland 240 Cham [...] open access
spellingShingle data management
data integration
distributed data management
storage technologies
in-memory database
main-memory database
non-volatile memory
thema EDItEUR::U Computing and Information Technology::UN Databases
thema EDItEUR::U Computing and Information Technology::UK Computer hardware
thema EDItEUR::U Computing and Information Technology::UN Databases
thema EDItEUR::U Computing and Information Technology::UK Computer hardware
Scalable Data Management for Future Hardware
title Scalable Data Management for Future Hardware
title_full Scalable Data Management for Future Hardware
title_fullStr Scalable Data Management for Future Hardware
title_full_unstemmed Scalable Data Management for Future Hardware
title_short Scalable Data Management for Future Hardware
title_sort scalable data management for future hardware
topic data management
data integration
distributed data management
storage technologies
in-memory database
main-memory database
non-volatile memory
thema EDItEUR::U Computing and Information Technology::UN Databases
thema EDItEUR::U Computing and Information Technology::UK Computer hardware
thema EDItEUR::U Computing and Information Technology::UN Databases
thema EDItEUR::U Computing and Information Technology::UK Computer hardware
topic_facet data management
data integration
distributed data management
storage technologies
in-memory database
main-memory database
non-volatile memory
thema EDItEUR::U Computing and Information Technology::UN Databases
thema EDItEUR::U Computing and Information Technology::UK Computer hardware
thema EDItEUR::U Computing and Information Technology::UN Databases
thema EDItEUR::U Computing and Information Technology::UK Computer hardware
url ONIX_20250213_9783031740978_6