Advanced Database Indexing - Manolopoulos, Yannis
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Présentation Advanced Database Indexing de Manolopoulos, Yannis Format Broché
- Livre Littérature Générale
Résumé :
Advanced Database Indexing begins by introducing basic material on storage media, including magnetic disks, RAID systems and tertiary storage such as optical disk and tapes. Typical access methods (e.g. B+ trees, dynamic hash files and secondary key retrieval) are also introduced. The remainder of the book discusses recent advances in indexing and access methods for particular database applications. More specifically, issues such as external sorting, file structures for intervals, temporal access methods, spatial and spatio-temporal indexing, image and multimedia indexing, perfect external hashing methods, parallel access methods, concurrency issues in indexing and parallel external sorting are presented for the first time in a single book. Advanced Database Indexing is an excellent reference for database professionals and may be used as a text for advanced courses on the topic....
Biographie: Sommaire:
Apostolos N. Papadopoulos is an Associate Professor of Computer Science at the School of Informatics of Aristotle University of Thessaloniki (AUTH). He received his five-year Diploma Degree in Computer Engineering and Informatics from the University of Patras, and his Ph.D. Degree in Informatics from the School of Informatics (AUTH). His research interests include Data Management, Data Mining, and Big Data Analytics. He has served as a track co-chair of ACM SAC DTTA (Database Technologies Techniques and Applications) Track from 2005 until now, as well as a PC member in several International Conferences related to Data Management and Data Mining. He has co-presented four tutorials in ASONAM 2015, EDBT/ICDT 2016, ICDM 2016, and ECML/PKDD 2017 on the Core Decomposition of Networks. The paper SkyGraph: an algorithm for important subgraph discovery in relational graphs, Proceedings of ECML/PKDD, Antwerp, Belgium, 2008, received the Best Knowledge Discovery Paper Award, whereas the paperMetric-Based Top-k Dominating Queries, Proceedings of the 17th International Conference on Extending Database Technology (EDBT), Athens, 2014, was selected as the best paper for publication in ACM Transactions on Database Systems. Based on Google Scholar, he has around 3200 citations in his research work.
1: STORAGE SYSTEMS.- 1. Introduction.- 2. Primary Storage Devices.- 3. Secondary Storage Devices.- 4. Tertiary Storage Devices.- 5. Connecting Storage Together.- 6. Important Issues of Storage Systems.- 7. Alternative Storage Systems.- 8. Future.- 9. Further Reading.- References.- 2: EXTERNAL SORTING.- 1. Introduction.- 2. Run Formation Algorithms.- 3. Merging Algorithms.- 4. Memory Adaptive External Sorting.- 5. Further Reading.- References.- 3: FUNDAMENTAL ACCESS METHODS.- 1. Introduction.- 2. Basic Indices.- 3. External Dynamic Hashing.- 4. Multiattribute Access Methods.- 5. Document Searching.- 6. Further Reading.- References.- 4: ACCESS METHODS FOR INTERVALS.- 1. Introduction.- 2. External Memory Structures for Intervals.- 3. Further Reading.- References.- 5: TEMPORAL ACCESS METHODS.- 1. Introduction.- 2. Transaction-time Indexing.- 3. Bitemporal Indexing.- 4. Further Reading.- References.- 6: SPATIAL ACCESS METHODS.- 1. Introduction.- 2. Spatial Indexing Methods.- 3. Extensions.- 4. Further Reading.- References.- 7: SPATIOTEMPORAL ACCESS METHODS.- 1. Introduction.- 2. The Discrete Spatiotemporal Environment.- 3. The Continuous Spatiotemporal Environment.- 4. Further Reading.- References.- 8: IMAGE AND MULTIMEDIA INDEXING.- 1. Introduction.- 2. Spatial Similarity Retrieval.- 3. Visual Similarity Retrieval.- 4. Extensions.- 5. Further Reading.- References.- 9: EXTERNAL PERFECT HASHING.- 1. Introduction.- 2. Framework and Definitions.- 3. Perfect Hashing and Performance Characteristics.- 4. Dynamic External Perfect Hashing.- 5. Static External Perfect Hashing.- 6. Performance Comparison.- 7. Further Reading.- References.- 10: PARALLEL EXTERNAL SORTING.- 1. Introduction.- 2. Merge-based Parallel Sorting.- 3. Partition-based Parallel Sorting.- 4. Further Reading.- References.- 11: PARALLEL INDEX STRUCTURES.- 1. Introduction.- 2. Declustering Techniques.- 3. Multi-Disk B-trees.- 4. Parallel Linear Quadtrees.- 5. Parallel R-trees.- 6. Parallel S-trees.- 7. Further Reading.- References.- 12: CONCURRENCY ISSUES IN ACCESS METHODS.- 1. Introduction.- 2. Concurrency Control for B+-trees.- 3. Concurrency Control for R-trees.- 4. Concurrency Control for Hash Files.- 5. Further Reading.- References.- 13: LATEST DEVELOPMENTS.- 1. Data Warehouses.- 2. Semistructured Data over the Web.- 3. Main-memory Databases.- 4. Further Reading.- References.- Author Index.- Term Index.- List of Abbreviations....
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