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 ...

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” within a data set. After testing the system with BerkeleyDB, MongoDB, and CouchDB, using the original MySQL implementation as a baseline, we nd that all NoS ...