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And there's no doubt that there is a flux of data, especially as user-generated data continues to grow as well as machine generated data.
These characteristics of the NoSQL DBMS mean that it is increasingly used in real-time analysis, web services such as SNS, mobile apps and the storage of machine generated data such as logs and IoT (Internet of Things) data.
The first, is an application that resides within the Digital Manufacturing Commons (DMC) which demonstrates the ability to query data from any physical machine on the floor; the 2nd application demonstrates a python app which compares digital product data with machine generated data; and the 3rd application demonstrates building a LabView app built to interface with the middleware service.
Essentially it analyzes the machine generated data from the network environment.
For example, the rapid adoption of smartphones and mobile platforms is producing massive amounts of machine generated data.
It's become best known for handling machine generated data, mostly system log files from servers, but it could be used for pretty much any data set.
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Engineers often employ adversarial relationships between machines to improve outcomes — think using generative adversarial networks to generate training data by having a machine generate data looking to fool another "gatekeeper" machine.
Machines generated data needs to be considered as meta-data along the content dimension for many useful purposes.
The resulting sequencing reactions were analysed on ABI sequencing machines and the generated data were processed by a suite of in-house programs [ 49] prior to assembly with the PHRED [ 50, 51] and PHRAP [ 52] algorithms.
In the new paper, Quake (left) and colleagues report how the machine generated enough data to cover the 3-billion base human genome 28 times over.
Table 4 Main characteristics of UNECE data sources Source Structure Human influence Human sourced Loosely structured Direct Process mediated Structured Indirect (e.g., data entry activities) Machine generated Well structured None In a spectrum, human-sourced data are the less structured data and machine-generated data are the more structured data.
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