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简介

Algorithms and Data Structures for External Memory

Algorithms and Data Structures for External Memory 0.0分

资源最后更新于 2020-07-26 15:37:06

作者:Jeffrey Scott Vitter

出版社:Now Publishers Inc

出版日期:2008-01

ISBN:9781601981066

文件格式: pdf

标签: 算法 计算机科学 algorithm 性能 Programming 数据库 计算机技术 软件工程

简介· · · · · ·

Data sets in large applications are often too massive to fit completely inside the computer's internal memory. The resulting input/output communication (or I/O) between fast internal memory and slower external memory (such as disks) can be a major performance bottleneck. Algorithms and Data Structures for External Memory surveys the state of the art in the design and analysis o...

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目录

Table of contents:
1: Introduction
2: Parallel Disk Model (PDM)
3: Fundamental I/O Operations and Bounds
4: Exploiting Locality and Load Balancing
5: External Sorting and Related Problems
6: Lower Bounds and I/O
7: Matrix and Grid Computations
8: Batched Problems in Computational Geometry
9: Batched Problems on Graphs
10: External Hashing for Online Dictionary Search
11: Multiway Tree Data Structures
12: Spatial Data Structures and Range Search
13: Dynamic and Kinetic Data Structures
14: String Processing
15: Compressed Data Structures
16: Dynamic Memory Allocation
17: External Memory Programming Environments
Conclusions
Notations and Acronyms
References