A Course in In-Memory Data Management The Inner Mechanics of In-Memory Databases /

• Κύριος συγγραφέας: Plattner, Hasso (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Θέματα: Business.; Information technology.; Business > Data processing.; Database management.; Data mining.; Business and Management.; IT in Business.; Database Management.; Data Mining and Knowledge Discovery.; Information Systems Applications (incl. Internet).

Recent achievements in hardware and software development, such as multi-core CPUs and DRAM capacities of multiple terabytes per server, enabled the introduction of a revolutionary technology: in-memory data management. This technology supports the flexible and extremely fast analysis of massive amou...

Πίνακας περιεχομένων:

• Introduction
• The Future of Enterprise Computing: New Requirements for Enterprise Computing
• Enterprise Application Characteristics
• Changes in Hardware
• A Blueprint of SanssouciDB
• Foundations of Database Storage Techniques: Dictionary Encoding
• Compression
• Data Layout in Main Memory
• Partitioning
• In-Memory Database Operators: Delete.-  Insert
• Update.- Tuple Reconstruction
• Scan Performance
• Select
• Materialization Strategies.- Parallel Data Processing
• Indices
• Join
• Aggregate Functions
• Parallel Select
• Workload Management and Scheduling
• Parallel Join
• Parallel Aggregation
• Advanced Database Storage Techniques: Differential Buffer
• Insert- Only
• The Merge Process
• Logging
• Recovery
• On-the-fly Database Reorganization
• Foundations for a New Enterprise Application Development Era: Implications on Application Development
• Database Views
• Handling Business Objects
• Bypass Solution
• Self Test Solution.