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Discusses modern column-stores, their architecture and evolution, and the benefits they can bring in data analytics. There is a specific focus on thre...Lees meer
Reviews the rule-based and hybrid technologies that are used in natural language interfaces and surveys the different approaches to natural language q...Lees meer
Provides an overview of existing work in explanation support for data-driven processes. The book classifies explainability requirements across three d...Lees meer
Describes the system architectures of web databases, and analyses the research issues related to caching and materialization in such architectures. Th...Lees meer
Although several experimental studies have been conducted in recent years that compare the performance of several big graph systems, Big Graph Analyti...Lees meer
Reviews research over the past ten years on why, how, and where provenance, clarifies the relationships among notions of provenance, and describes som...Lees meer
Provides a thorough introduction to Graphical Processing Unit (GPU) optimized database systems especially in online analytical processing. The authors...Lees meer
Discusses the main facets and directions in designing error detection and repairing techniques. The book proposes a taxonomy of current anomaly detect...Lees meer
There has been a recent marked increase in the amount of spatial data collected by smart phones, space telescopes, and medical devices, among others. ...Lees meer
Summarizes the state of the art in crowd-powered algorithms and system design tailored to large-scale data processing; and also surveys 13 industry us...Lees meer
Addresses the design principles and core features of systems for analysing very large datasets using massively-parallel computation and storage techni...Lees meer
Reviews the basics of B-trees and of B-tree indexes in databases, transactional techniques and query processing techniques related to B-trees, B-tree ...Lees meer
Deals with the automatic extraction of information from unstructured sources. The text surveys over two decades of information extraction research fro...Lees meer
Shows how specialized hardware accelerators can provide an answer to the compute stagnation problem and be helpful in reducing data movement bottlenec...Lees meer