ترجمه مقاله Calculating Apriori in Real-Time using NoSQL Databases

ترجمه مقاله Calculating Apriori in Real-Time using NoSQL Databases Many database applications are written such that they require extensive and computationally-heavy analysis of the data stored; however, this can serve as a bottleneck in many cases. We examine the benets of converting a SQL databaseto a NoSQL database for the implementation of an Apriori calculation to determine the most common askets” with ... دریافت فایل ...

ترجمه مقاله Using NoSQL Databases for Streaming Network Analysis

The high-volume, low-latency world of network traffic presents significant obstacles for complex analysis techniques. The unique challenge of adapting powerful but high-latency models to realtime network streams is the basis of our cyber security project. In this paper we discuss our use of NoSQL databases in a framework that enables the application of computationally expensive models against a real-time network data stream. We describe how this approach transforms the highly constrained (and so ...