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Special Forums UNIX and Linux Applications Infrastructure Monitoring Event processing & machine learning in monitoring system Post 302818835 by pyalxx on Sunday 9th of June 2013 01:47:14 PM
Old 06-09-2013
Event processing & machine learning in monitoring system

Hello!
For a couple of years I'm developing an IT infrastructure monitoring system in the research group in my university. And now we would like to use some nontrivial methods in this area.
So, I decided to contact with experienced users on the subject. My questions would be:
Do existing monitoring software give you an ability to deal with server fails efficiently or you use self-written tools? Do you use some special approaches like event prediction or machine learning and do you think it have a feature in this area?
Thank you!
 

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cf-monitord(8)						      System Manager's Manual						    cf-monitord(8)

NAME
cf-monitord - cfengine's monitoring agent SYNOPSIS
: cf-monitord [options] DESCRIPTION
: The monitoring agent is a machine-learning, sampling daemon which learns the normal state of the current host and classifies new observa- tions in terms of the patterns formed by previous ones. The data are made available to and read by cf-agent for classification of responses to anomalous states. cfengine is a self-healing configuration and change management based system. You can think of cfengine as a very high level language, much higher level than Perl or shell. Asingle statement is called a promise, and compliance can result in many hundreds of filesbeing created, or the permissions of many hundreds offiles being set. The idea of cfengine is to create a one or more sets of configu- ration files which willclassify and describe the setup of every host in a network. COMMAND LINE OPTIONS
: --help, -h Print the help message --debug, -d Set debugging level 0,1,2,3 --verbose, -v Output verbose information about the behaviour of the agent --dry-run, -n All talk and no action mode - make no changes, only inform of promises not kept --version, -V Output the version of the software --no-lock, -K Ignore system lock --file, -f Specify an alternative input file than the default --inform, -I Print basic information about changes made to the system, i.e. promises repaired --diagnostic, -x Activate internal diagnostics (developers only) --no-fork, -F Run process in foreground, not as a daemon --histograms, -H Ignored for backward compatibility --tcpdump, -T Interface with tcpdump if available to collect data about network AUTHOR
Mark Burgess and CFEngine AS INFORMATION
Bug reports: http://bug.cfengine.com, .PP Community help: http://forum.cfengine.com Community info: http://www.cfengine.com/pages/community Support services: http://www.cfengine.com This software is Copyright (C) 2008-2013 CFEngine AS. Maintenance Commands cf-monitord(8)
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