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Book and Living Reference Work (Continuously updated edition)
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Reference Work Entry In depth
Native Distributed RDF Systems
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Reference Work Entry In depth
NoSQL Database Systems
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Reference Work Entry In depth
Framework-Based Scale-Out RDF Systems
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Book and Reference Work
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Living Reference Work Entry In depth
Native Distributed RDF Systems
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Living Reference Work Entry In depth
Framework-Based Scale-Out RDF Systems
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Living Reference Work Entry In depth
NoSQL Database Systems
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Book
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Chapter
Non-native RDF Storage Engines
The proliferation of heterogeneous Linked Data requires data management systems to constantly improve their scalability and efficiency. Linked Data can be stored according to many different data storage models...
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Chapter
Big Data Programming Models
Big Data programming models represent the style of programming and present the interfaces paradigm for developers to write big data applications and programs. Programming models normally the core feature of bi...
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Chapter
Big Data Storage and Data Models
Data and storage models are the basis for big data ecosystem stacks. While storage model captures the physical aspects and features for data storage, data model captures the logical representation and structur...
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Book
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Book
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Chapter
Conclusions and Outlook
Currently, the world is living in the era of the information age [119]. The world is progressively moving towards being a data-driven society where data are the most valuable asset. Therefore, Big Data analyti...
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Chapter
Popular Graph Algorithms on Giraph
PageRank [47] algorithm is a commonly used mechanism for identifying the significance or the authority of vertices in a graph.
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Chapter
Related Large-Scale Graph Processing Systems
In practice, the introduction of Google’s Pregel system followed by Apache Giraph, as its open source realization, has inspired the development of other various large-scale graph processing systems.
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Chapter
Introduction
There is no doubt that we are living in the era of Big Data where we are witnessing the radical expansion and integration of digital devices, networking, data storage, and computation systems. In practice, dat...
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Chapter
Large-Scale Processing Systems of Structured Data
For programmers, a key appealing feature in the MapReduce framework is that there are only two main high-level declarative primitives (Map and Reduce) which can be written in any programming language of choice an...
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Chapter
Getting Started with Giraph Programming
Center to Apache Giraph graph model are the Vertex and the Edge interfaces.