03774nam 22006375 450 991094913200332120250124122354.09783031740978303174097110.1007/978-3-031-74097-8(CKB)37391353300041(DE-He213)978-3-031-74097-8(MiAaPQ)EBC31893955(Au-PeEL)EBL31893955(OCoLC)1492209471(EXLCZ)993739135330004120250124d2025 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierScalable Data Management for Future Hardware /edited by Kai-Uwe Sattler, Alfons Kemper, Thomas Neumann, Jens Teubner1st ed. 2025.Cham :Springer Nature Switzerland :Imprint: Springer,2025.1 online resource (XXI, 240 p. 96 illus., 87 illus. in color.) 9783031740961 3031740963 1. ADAMANT: Hardware-Accelerated Query Processing Made Easy -- 2. Query Processing on Heterogeneous Hardware -- 3. Efficient Event Processing on Modern Hardware -- 4. Hybrid Transactional/Analytical Graph Processing in Modern Memory Hierarchies -- 5. MxKernel: A Bare-Metal Runtime System for Database Operations on Heterogeneous Many-Core Hardware -- 6. Scaling beyond DRAM without Compromising Performance -- 7. ReProVide: Query Optimisation and Near-Data Processing on Reconfigurable SoCs for Big Data Analysis -- 8. Scalable Data Management on Next-Generation Data Center Networks -- 9. Managing Very Large Data Sets on Directly-Attached NVMe Arrays.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.Database managementInformation retrievalComputer architectureComputersDatabase Management SystemData Storage RepresentationComputer HardwareDatabase management.Information retrieval.Computer architecture.Computers.Database Management System.Data Storage Representation.Computer Hardware.005.7Sattler Kai-Uweedthttp://id.loc.gov/vocabulary/relators/edtKemper Alfonsedthttp://id.loc.gov/vocabulary/relators/edtNeumann Thomasedthttp://id.loc.gov/vocabulary/relators/edtTeubner Jensedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910949132003321Scalable Data Management for Future Hardware4324990UNINA