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010   $a9789819517152
024 7 $a10.1007/978-981-95-1715-2
035   $a(CKB)41997082600041
035   $a(DE-He213)978-981-95-1715-2
035   $a(EXLCZ)9941997082600041
100   $a20251030d2026      u|         0
101 0 $aeng
135   $aur|||||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aAdvanced Filter Structure Handbook $eFrom Design to Optimization /$fby Haipeng Dai, Meng Li, Guihai Chen
205   $a1st ed. 2026.
210  1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2026.
215   $a1 online resource (XI, 118 p. 1 illus.) 
311 08$a9789819517145 
327   $aChapter 1. Introduction -- Chapter 2. Read-Only Filters -- Chapter 3. Space-Resilient Filters -- Chapter 4. Streaming Filters -- Chapter 5. Range Filters.
330   $aAdvanced Filter Structure Handbook: From Design to Optimization is an essential resource for anyone involved in managing and processing large datasets. As data grows exponentially, efficient filtering techniques become increasingly critical to performance and resource management. This book provides a comprehensive guide to understanding and implementing advanced data filters, from traditional Bloom filters to cutting-edge innovations like Ribbon Filter, Bamboo Filter, and SNARF. Unlike other texts that offer only a superficial overview, Advanced Data Filter Architectures delves deep into the structures, operations, and performance of both well-established and novel filters. Divided into four categories?read-only filters, space-elastic filters, streaming filters, and range filters?this book systematically explores the challenges and solutions associated with dynamic space partitioning, streaming data, and range queries. It offers detailed insights into the design principles and implementation methods necessary to develop high-performance filters tailored to specific applications. Ideal for researchers, practitioners, and students in computer science, database management, and big data, this book is more than just a reference?it is a comprehensive toolkit for mastering advanced filtering technologies. By introducing innovative designs that push the boundaries of filter performance, this book not only equips readers with the knowledge to tackle current challenges but also inspires new avenues of research and development. Advanced Data Filter Architectures is a must-have for those looking to stay at the forefront of data filtering technology.
606   $aInformation storage and retrieval systems
606   $aData structures (Computer science)
606   $aInformation theory
606   $aBusiness information services
606   $aInformation Storage and Retrieval
606   $aData Structures and Information Theory
606   $aBusiness Information Systems
615  0$aInformation storage and retrieval systems.
615  0$aData structures (Computer science)
615  0$aInformation theory.
615  0$aBusiness information services.
615 14$aInformation Storage and Retrieval.
615 24$aData Structures and Information Theory.
615 24$aBusiness Information Systems.
676   $a025.04
700   $aDai$b Haipeng$4aut$4http://id.loc.gov/vocabulary/relators/aut$01872045
702   $aLi$b Meng$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aChen$b Guihai$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9911046538603321
996   $aAdvanced Filter Structure Handbook$94481089
997   $aUNINA