Yu Xu, Author at TigerGraph

Analytical Transaction Processing (ATP): Real-Time, Graph Decision-Making Made Easy

Post author:Yu Xu
Post published:August 25, 2020
Post category:blog
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Originally posted on ITProPortal There are two “must have” ingredients to making effective business decisions: a complete contextual view of the situation and real-time data. Carl Olofson, Research Vice President…

Five Data Analytics Predictions for 2020

Post author:Yu Xu
Post published:January 15, 2020
Post category:blog / Graph Database Market
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The phrase “2020 vision” implies that someone is able to see clearly. In this article I’m going to examine five technologies that have the potential to have a profound impact…

Machine Learning Applied to Detecting Fraud in Healthcare

Post author:Yu Xu
Post published:December 19, 2019
Post category:Machine Learning
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Fraud is a major contributing factor to escalating healthcare costs: fraud costs the U.S. about $60 billion annually and accounts for up to 10 percent of total healthcare spending. Is…

Just a Key-Value Problem? How Graph Reduces Memory Consumption, Accelerates Performance and Overcomes Problems with Key-Value Databases

Post author:Yu Xu
Post published:September 12, 2019
Post category:Developers
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Key-value databases have long been used for a variety of applications to provide pre-computed results in real-time. There is, however, an increasing shift towards using Graph technology for real-time applications…

The Beauty of Graph Algorithms with Built-in Parallelism

Post author:Yu Xu
Post published:July 17, 2019
Post category:blog / Developers / GSQL
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Many people already know that graph algorithms are the most efficient and sometimes the only solution for complex business use cases, such as clustering different groups of users (Community Detection),…

Cognitive Computing, Associative Memory and Graph

Post author:Yu Xu
Post published:April 23, 2019
Post category:blog / Developers / Graph Databases
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How to Build an Associative Memory Capability in 1 Hour Recently I came across a wonderful presentation about Cognitive Computing and Associative Memory. Intel Saffron is a product dedicated for…

Graph-Based Customer Entity Resolution

Post author:Yu Xu
Post published:December 18, 2018
Post category:blog / Developers / Graph Databases
Post comments:1 Comment

1. Problem Description Enterprises know the benefits of merging data from multiple sources, to build more detailed and more complete records about their customers, their products, their employees, etc. The…

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