B-Tree Algorithms and Applications (eBook, ePUB)
Definitive Reference for Developers and Engineers
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"B-Tree Algorithms and Applications" "B-Tree Algorithms and Applications" is a comprehensive and authoritative guide to the theory, implementation, and real-world deployment of B-Tree data structures. The book opens with a deep dive into the historical and mathematical underpinnings of B-Trees, systematically laying out their key properties, algorithmic complexities, and the comparative advantages that have established B-Trees as a cornerstone of index structures in computer science. Through clear exposition, it explores essential core algorithms-search, insertion, deletion, and bulk operation...
"B-Tree Algorithms and Applications"
"B-Tree Algorithms and Applications" is a comprehensive and authoritative guide to the theory, implementation, and real-world deployment of B-Tree data structures. The book opens with a deep dive into the historical and mathematical underpinnings of B-Trees, systematically laying out their key properties, algorithmic complexities, and the comparative advantages that have established B-Trees as a cornerstone of index structures in computer science. Through clear exposition, it explores essential core algorithms-search, insertion, deletion, and bulk operations-equipping readers with a nuanced understanding of both the elegant principles and subtle implementation pitfalls characteristic of B-Tree-based systems.
Building on these foundations, the work delves into the rich landscape of B-Tree variants, from B+ and B* Trees to modern adaptations like UB-Trees and write-optimized structures. Special attention is given to concurrent and parallel algorithms, including state-of-the-art lock-free techniques and secure memory reclamation-all critical for harnessing the power of multicore and distributed architectures. The monograph further addresses persistence strategies, such as crash recovery, SSD optimization, and multiversioning, providing advanced guidance for building robust and efficient storage engines.
Beyond theory and mechanics, "B-Tree Algorithms and Applications" offers an expansive survey of practical domains and emerging trends, elucidating how B-Trees drive innovation in databases, filesystems, analytical platforms, and cutting-edge applications in cloud infrastructure, blockchain, and AI. With dedicated chapters on security, privacy, and performance engineering, this book serves as a vital resource for researchers, practitioners, and engineers who seek both conceptual depth and actionable insights for deploying B-Trees at scale.
"B-Tree Algorithms and Applications" is a comprehensive and authoritative guide to the theory, implementation, and real-world deployment of B-Tree data structures. The book opens with a deep dive into the historical and mathematical underpinnings of B-Trees, systematically laying out their key properties, algorithmic complexities, and the comparative advantages that have established B-Trees as a cornerstone of index structures in computer science. Through clear exposition, it explores essential core algorithms-search, insertion, deletion, and bulk operations-equipping readers with a nuanced understanding of both the elegant principles and subtle implementation pitfalls characteristic of B-Tree-based systems.
Building on these foundations, the work delves into the rich landscape of B-Tree variants, from B+ and B* Trees to modern adaptations like UB-Trees and write-optimized structures. Special attention is given to concurrent and parallel algorithms, including state-of-the-art lock-free techniques and secure memory reclamation-all critical for harnessing the power of multicore and distributed architectures. The monograph further addresses persistence strategies, such as crash recovery, SSD optimization, and multiversioning, providing advanced guidance for building robust and efficient storage engines.
Beyond theory and mechanics, "B-Tree Algorithms and Applications" offers an expansive survey of practical domains and emerging trends, elucidating how B-Trees drive innovation in databases, filesystems, analytical platforms, and cutting-edge applications in cloud infrastructure, blockchain, and AI. With dedicated chapters on security, privacy, and performance engineering, this book serves as a vital resource for researchers, practitioners, and engineers who seek both conceptual depth and actionable insights for deploying B-Trees at scale.
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