From: Martin Gainty Date: August 20 2012 11:25pm Subject: RE: Machine Learning List-Archive: http://lists.mysql.com/mysql/228025 Message-Id: MIME-Version: 1.0 Content-Type: multipart/alternative; boundary="_ced6a70d-1063-4c15-b5b3-62067f362fea_" --_ced6a70d-1063-4c15-b5b3-62067f362fea_ Content-Type: text/plain; charset="iso-8859-1" Content-Transfer-Encoding: quoted-printable When I hear 'AI' I always imagine theres a HAL 9001 behind the scenes that = is running the show constantly admonishing its creator to "take another str= ess pill" Sounds like a fun project Keep us apprised=2C Martin Gainty=20 ______________________________________________=20 Verzicht und Vertraulichkeitanmerkung/Note de d=E9ni et de confidentialit= =E9 Diese Nachricht ist vertraulich. Sollten Sie nicht der vorgesehene Empfaeng= er sein=2C so bitten wir hoeflich um eine Mitteilung. Jede unbefugte Weiter= leitung oder Fertigung einer Kopie ist unzulaessig. 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Date: Mon=2C 20 Aug 2012 13:50:04 -0700 From: garotconklin@stripped Subject: Re: Machine Learning To: webmaster@stripped=3B mgainty@stripped=3B mysql@stripped Ya the idea is not anything new=2C but must be apparently quit difficult or= not a priority as I have yet to find it already implemented anywhere... Fa= r be it from me to not make some attempt here anyway... I am creating a fully automated framework from which a distributed infrastr= ucture can be maintained. I have been writing automation scripts/code for = some time now and the logical progression is to embark on a full concept of= systems health auto remediation. I have numerous "monitoring" solutions u= nder my control however none that properly (in my opinion) implements any real learning algorithms from which to draw= even a minimalists view of automation. I like mySQL therefor began thinki= ng about creating the aspects (lobes) of the "brain" as a relational databa= se(s). So this is only one facet of what I am trying to do=2C however leve= raging a full command set of shell utilities/commands/programs seemed to be= a good starting point before I get into the "hard" stuff !=20 -Garot garotconklin@stripped From: "webmaster@stripped" To: 'Martin Gainty' =3B garotconklin@stripped=3B mys= ql@stripped=20 Sent: Monday=2C August 20=2C 2012 3:55 PM Subject: RE: Machine Learning =20 Hi Garot=2C =20 You'll have to elaborate some more ... I understand you may want to protect the idea as well=2C so if you can narrow it down to some technical specific= s then it'll help. =20 What is the objective of this system=2C for instance ? =20 Thanks=2C Justin =20 From: Martin Gainty [mailto:mgainty@stripped]=20 Sent: 20 August 2012 19:23 To: garotconklin@stripped=3B webmaster@stripped=3B mysql@stripped= m Subject: RE: Machine Learning =20 =20 From: garotconklin@stripped Subject: Re: Machine Learning To: webmaster@stripped=3B mgainty@stripped=3B mysql@stripped My initial thought was to propagate the db with everything and allow the algorithm to then begin to determin trends/patterns MG>which trends or patterns will you be modelling? and begin either an indexing methodology MG>which indexes are you considering: Unique index=2C primary index or fore= ign index? additional table/db creation process or both to further optimize the calls being made MG>optimize based on execution time or diskspace allocated=2C EliminatingFT= S or some other criteria? MG>https://dev.mysql.com/doc/refman/5.5/en/optimization.html and build in some internal levels of redundancy. MG>what about replication MG>http://dev.mysql.com/doc/refman/5.5/en/replication.html I am actually approaching this with some degree of biological conception in the multipathing within our own brains however until I have something up an= d running under some substantial load however I may not get a complete picture.=20 Thanks=2C Garot Interesting Martin _____ =20 From: webmaster@stripped =3B=20 To: 'Garot Conklin' =3B 'Martin Gainty' =3B =3B=20 Subject: RE: Machine Learning=20 Sent: Mon=2C Aug 20=2C 2012 7:13:25 AM=20 Hi Garot=2C This sounds an interesting idea. Are you looking to store all known commands and their options or are you looking for a 'formula' for calling any unix command ? The reason for my question is that=2C at the end of the day=2C a unix comma= nd is just a program that is run in the operating system. Each program comes with its own options and acceptable inputs. I don't know if there is a rule or convention for structuring these commands. Are you then looking to build a system that 'knows' all commands and 'how to' call them ? Thanks=2C Justin -----Original Message----- From: Garot Conklin [mailto:garotconklin@stripped]=20 Sent: 20 August 2012 03:39 To: Martin Gainty=3B mysql@stripped Subject: Re: Machine Learning The initial goal is to provide a working framework from which to call all UNIX shell command combinations as the underlying storage mechanism for a machine learning algorithm. I would like to build a completely self aware instantiation that will maintain itself on all levels... I postulate that the first place to start would be in determining a method for maintaining all possible remediation combinations including the unknown to eventually b= e learned from and populate new knowledge into the database. Thank you for the reply=2C Garot =20 = --_ced6a70d-1063-4c15-b5b3-62067f362fea_--