1)Refer to it for ‘knowledge’ (for instance, of what the latest version of a command is) It would most likely end up being "central" in this sense: A distributed collection of systems; i.e. (possible defined in roles)
DB's FE's REPL's Cache's Each DB would have its own collection of remediation's that would then be indexed to populate a central db for trending/correlation etc... The "Collective" itself would function as a single conceptual implementation. A VIP for example might be associated with a specific role, say Web FE's and remediate only/all of them, but only have some relative access to the core db of say the Network from a Primary index perspective to make/draw associations/conclusions to issues at hand. 2)Send their ‘knowledge’ (for instance, of the latest command versions) to it for storage and distribution to others Rather than "latest command versions" I envision this to be more encapsulated as "latest successful invocation of the command string" and it inverse as well (to trend/metric-ize the failures thus lending to perpetual optimization). I like how this is fleshing out... This is helping me to define what I am really trying to accomplish. Thanks very much for everyone responding here, this is wonderful, please keep this going... garotconk...@yahoo.com ________________________________ From: "webmas...@lisol.co.uk" <webmas...@lisol.co.uk> To: 'Martin Gainty' <mgai...@hotmail.com>; garotconk...@yahoo.com; mysql@lists.mysql.com Sent: Tuesday, August 21, 2012 11:19 AM Subject: RE: Machine Learning Hi Garot, Ok, the concept is getting clearer, but let’s bring this down to earth a little bit more. I love DB design and problem-solving and am quite curious about this. Is the idea that you have a central computer (not HAL J) somewhere so that other computers can: 1) Refer to it for ‘knowledge’ (for instance, of what the latest version of a command is) 2) Send their ‘knowledge’ (for instance, of the latest command versions) to it for storage and distribution to others If this is the model, then the knowledge base can build up organically over time – I think. Or is this too simplistic ? Thanks, Justin From: Martin Gainty [mailto:mgai...@hotmail.com] Sent: 21 August 2012 00:25 To: garotconk...@yahoo.com; webmas...@lisol.co.uk; mysql@lists.mysql.com Subject: RE: Machine Learning 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 stress pill" Sounds like a fun project Keep us apprised, Martin Gainty ______________________________________________ Verzicht und Vertraulichkeitanmerkung/Note de déni et de confidentialité Diese Nachricht ist vertraulich. Sollten Sie nicht der vorgesehene Empfaenger sein, so bitten wir hoeflich um eine Mitteilung. Jede unbefugte Weiterleitung oder Fertigung einer Kopie ist unzulaessig. Diese Nachricht dient lediglich dem Austausch von Informationen und entfaltet keine rechtliche Bindungswirkung. Aufgrund der leichten Manipulierbarkeit von E-Mails koennen wir keine Haftung fuer den Inhalt uebernehmen. Ce message est confidentiel et peut être privilégié. Si vous n'êtes pas le destinataire prévu, nous te demandons avec bonté que pour satisfaire informez l'expéditeur. N'importe quelle diffusion non autorisée ou la copie de ceci est interdite. Ce message sert à l'information seulement et n'aura pas n'importe quel effet légalement obligatoire. Étant donné que les email peuvent facilement être sujets à la manipulation, nous ne pouvons accepter aucune responsabilité pour le contenu fourni. _____ Date: Mon, 20 Aug 2012 13:50:04 -0700 From: garotconk...@yahoo.com Subject: Re: Machine Learning To: webmas...@lisol.co.uk; mgai...@hotmail.com; mysql@lists.mysql.com Ya the idea is not anything new, but must be apparently quit difficult or not a priority as I have yet to find it already implemented anywhere... Far be it from me to not make some attempt here anyway... I am creating a fully automated framework from which a distributed infrastructure 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 under 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 thinking about creating the aspects (lobes) of the "brain" as a relational database(s). So this is only one facet of what I am trying to do, however leveraging a full command set of shell utilities/commands/programs seemed to be a good starting point before I get into the "hard" stuff ! -Garot garotconk...@yahoo.com _____ From: "webmas...@lisol.co.uk" <webmas...@lisol.co.uk> To: 'Martin Gainty' <mgai...@hotmail.com>; garotconk...@yahoo.com; mysql@lists.mysql.com Sent: Monday, August 20, 2012 3:55 PM Subject: RE: Machine Learning Hi Garot, You'll have to elaborate some more ... I understand you may want to protect the idea as well, so if you can narrow it down to some technical specifics then it'll help. What is the objective of this system, for instance ? Thanks, Justin From: Martin Gainty [mailto:mgai...@hotmail.com] Sent: 20 August 2012 19:23 To: garotconk...@yahoo.com; webmas...@lisol.co.uk; mysql@lists.mysql.com Subject: RE: Machine Learning From: garotconk...@yahoo.com Subject: Re: Machine Learning To: webmas...@lisol.co.uk; mgai...@hotmail.com; mysql@lists.mysql.com 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, primary index or foreign index? additional table/db creation process or both to further optimize the calls being made MG>optimize based on execution time or diskspace allocated, EliminatingFTS 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 and running under some substantial load however I may not get a complete picture. Thanks, Garot Interesting Martin _____ From: webmas...@lisol.co.uk <webmas...@lisol.co.uk>; To: 'Garot Conklin' <garotconk...@yahoo.com>; 'Martin Gainty' <mgai...@hotmail.com>; <mysql@lists.mysql.com>; Subject: RE: Machine Learning Sent: Mon, Aug 20, 2012 7:13:25 AM Hi Garot, 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, at the end of the day, a unix command 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, Justin -----Original Message----- From: Garot Conklin [mailto:garotconk...@yahoo.com] Sent: 20 August 2012 03:39 To: Martin Gainty; mysql@lists.mysql.com 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 be learned from and populate new knowledge into the database. Thank you for the reply, Garot
