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Data Stream Mining Systems
and Complex Event Systems
What are different tools available for realtime data mining?
As far as I know there just two tools that are the most well-known in the DS
community. These are: (1) VFML, which freely available here
http://www.cs.washington.edu/dm/vfml/ and (2) MOA, which is freely
available here http://moa.cms.waikato.ac.nz .
However, VFML is currently unmaintained (since 2003!) and MOA requires a
little bit of expertise with Java/WEKA (don't worry, the manual is very clear).
I used both and I think MOA is the most powerful. As it is integrated in a Java
framework, you can easily modify (rather extend) it to your purposes without
too much messy coding.
Hope it helps! Andreu Sancho-Asensio (2014)
Ps: Rapid miner also provides limited stram mining capabilities:
https://en.wikipedia.org/wiki/RapidMiner
Open Source Data Stream Systems
aka CEP Systems
StreamBase--http://www.streambase.com/
Odysseus--A Java based framework http://odysseus.informatik.unioldenburg.de
TIBCO-- http://www.tibco.com/streaming-analytics
Sqlstream-- http://www.sqlstream.com/stream-processing-with-sql/
StreamInsight-- https://www.microsoft.com/en-us/sqlserver/default.aspx
InfoSphere Streams-- http://www01.ibm.com/software/data/infosphere/streams/
PipelineDB--https://www.pipelinedb.com/
Esper-- https://en.wikipedia.org/wiki/Esper_(software),
http://www.espertech.com/esper/
Spark Streaming--https://spark-packages.org/package/Stratio/streamingcep-engine
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