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From Marek Stefaniak <marek.stefan...@gmail.com>
Subject Mahout and online machine learning
Date Sat, 05 Feb 2011 00:11:39 GMT
I got to solve a challenging task in the field of machine learning online,
and involving theconstruction of
system monitoring, controlling and optimizing the work of another device (eg
 aircraft).
Input:
Entrance system will stream data describing the work of the airplane and
śrdowiska (eg,strength and wind direction, precipitation, humidity).
About 60 parameters sampled at certain intervals (eg every 10 seconds)

Objective:
The system has two purposes:
1. Control settings to optimize the aircraft's flight
2. Warn of the possibility of a disaster (eg, engine overheating or too low
flight)

I assume that the target sytem should work on one computer (not in cluster).

The question is whether it can be achieved with the mahout.
If so, by which the algorithm?

Yours
Marek Stefaniak

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