For example, I’ve started looking into getting some industry qualifications in order to put into practice my idea that in the IT industry, to be successful, you must be constantly learning. Some industry qualifications would also look very nice on my resume. The ones I started looking at have been the Red Hat certifications and the Cisco certifications, although I wouldn’t be opposed to getting Microsoft Certified, but that’s a low priority. You can find so many ‘.NET’ monkeys around that it would almost be an advantage (in my humble opinion) to not have any certs from the software giant.
Also, I’ve been thinking about starting my own Linux consulting firm. Nothing big, mostly just a way for me to make some extra cash on the weekends and further refine my skills. I think there’s a real gap in the market here in NZ. I was also inspired by learning about OpenLogic and seeing one of their presentations. This was a very nice reminder that FOSS is in fact used in large enterprise, a fact that I sometimes forget working in a .NET shop like Jericho.
Here at work, the jobs keep piling up. On the system administration side of things I have to set up a box to act as a router/firewall/logger etc… For this I’ver gone with using SmoothWall, which is a dedicated ‘router’ distro which I’ve used before with success at Primesoft. The job after that will be to set up our own email server, whose main job will be to replace the contract we have with Net24/IPX. The machine’s main purpose will be to act as a spam filter and a proxy. Although, I’ll also get it to keep copies of the mail locally and set it up with a IMAP and a POP server, just in case our local Exchange server dies, so we have access to our mail. I’m probably going to go with setting up a Ubuntu box with Postfix and SpamAssassin. I also really want to set up Bayesian filtering on the server. The tricky part there’s going to involve setting up a feedback mechanism, so that we can get the employees to train the filter.
On the Deliverability side of things, the job we’re doing right now is creating a classifier to classify our asynchronous bounces. Previously we’ve been using a product called ListNanny, but it has failed us miserably. Obviously it’s a product which is made for small lists but stands no chance when it comes to enterprise class ESP’s. So far, we’ve got a set of regular expressions which we use to determine the classification. The set is not large enough and running a test over the last 10,000 messages only yields about 20-30% match rate. So, we’re not only going to have to increase the size of the regex set, but also create a system to maintain such a set. There is also the idea I had to use that bounce classifier that I found in CPAN, but when I tested it out, it just didn’t seem that accurate. There is a possibility to rewrite/redifine it seeing as how it is open source, but having our own solution has it’s own advantages.
Personally, due to the ever changing nature of asynchronous bounce messages in my opinion, this would be a perfect problem to tackle using an AI technique such as a Bayesian classifier, the same as is used by SpamAssassin. Thinking about it, it wouldn’t require that much tweaking. Simply, instead of getting the system to give a message a spam score, you give a score for each category (reply, hard bounce, soft bounce, complaint ….). This system would also need to have a feedback mechanism, to keep the false positives and false negatives to a minimum. This would actually be a really boring job, effectively resigning some poor soul to being a ‘bounce monkey’.
The other project we’ve got going is trying to create a real time ‘whiz-bang’ graphing application for monitoring our sends. Something similar to glTail. I’ve already started looking at employing the same approach as glTail i.e. a ssh connection that is kept alive providing the ‘stream’ which is then used to create the numbers to be displayed on the graph. I’ve started looking at using either Perl (for its easy text manipulation) or Java (for its cross platform-ness). The problem with Java is that it doesn’t have any official ssh libraries. There are libraries out there, but I have my doubts as to the quality. With Perl, it would only run on Linux so integrating it with ssh would be a piece of cake (well, actually a pipe, but hey…). I guess I could try maybe using cygwin and integrating that with a java front end somehow…. Anway, it’ll probably be a while until I have enough time to start worrying about that.