Nov 04, 2014 · The derivatives-reporting app looks at product and geospatial data to accurately identify the source of derivatives products worldwide. Actian says it's considering an even wider scope of graph-analysis applications, including fraud detection, DNA research, customer-influence analysis, and Internet-of-Things log analysis.
Bagel. GraphX Giraph but one application can actually require different data models for the different data it stores Provide support for multiple data models against a single backend: — OrientDB supports key-value, document, graph & object models; geospatial data; — ArangoDB supports key-value, document & graph
* Benchmarked 6 different technologies for storing and querying large-scale geospatial datasets with 10 billion data points on Google Cloud Platform using Hortonworks Data Platform. * Built the infrastructure, optimised the configurations and then benchmarked the ingestion and querying process.
GraphX is Apache Spark's Application Programming Interface for graphs and graph-parallel computation. GraphX uses a property graph model. This means, both nodes. And edges in a graph can have attributes and values. In GraphX, the node properties are stored in a vertex table and edge properties are stored in an edge table.
Advanced Analytics with Spark: Patterns for Learning from Data at Scale - Kindle edition by Ryza, Sandy, Laserson, Uri, Owen, Sean, Wills, Josh. Download it once and read it on your Kindle device, PC, phones or tablets.
GraphX for .NET. Introduction. GraphX for .NET is an advanced open-source graph layout and visualization library that supports different layout algorithms and provides many means for visual customizations It is capable of rendering large amount of vertices and steadily moves to support the most popular .NET platforms.
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Apache Spark 2.1.0 ML Routines (DataFrame) & BLAS Routines ALS (Alternating Least Squares matrix factorization) BLAS2: _SPR, _TPSV BLAS1: _AXPY, _DOT, _SCAL, _NRM2 Logistic regression classification BLAS2: _GEMV BLAS1: _DOT, _SCAL Generalized linear regression BLAS1: _DOT Gradient-boosted tree regression BLAS1: _DOT GraphX SVD++ BLAS1: _AXPY ...