Hi Takenori, That sounds great. Hit me up on the HTM.java gitter channel or here on the list if there's anything you need...
Cheers, David On Thu, Oct 15, 2015 at 8:30 PM, Takenori Sato <[email protected]> wrote: > Mat and David, > > Thanks for your positive feedbacks. > > Agreed. The 2nd idea will take some more time. > > > Another app idea on top of the 1st idea is sar(sysstat) anomaly detection. > > This is our daily challenge, so is for the any other IT support staffs. > > But this is not a new idea because Grok for IT is a flagship sample app of > HTM. > > > Anyway, OK, I will prepare my submission based on the 1st idea. > > > Btw, David, I am going to use HTM.java. Thanks for your efforts so far! > > Thanks, > Takenori > > > On Fri, Oct 16, 2015 at 2:30 AM, David Ray <[email protected]> > wrote: > >> Takenori, those are great ideas! >> >> Sent from my iPhone >> >> On Oct 15, 2015, at 10:58 AM, Matthew Taylor <[email protected]> wrote: >> >> Hi Takenori, >> >> I like both your ideas! The first idea may not be an application, but it >> seems like it would provide a platform for others creating application, and >> it has a potential business use-case. The 2nd idea is very interesting, but >> I'm no sure that you will be able to collect enough data. You'll need a lot >> of people with smartphones sending data, an app that collects the data you >> need, and probably weeks worth of data to have enough for HTM to start >> recognizing patterns. >> >> But I suggest you submit your first idea, it has a lot of potential. Then >> maybe while you are building it, you will come up with another app idea? >> >> Thanks, >> >> --------- >> Matt Taylor >> OS Community Flag-Bearer >> Numenta >> >> On Thu, Oct 15, 2015 at 3:05 AM, Takenori Sato <[email protected]> >> wrote: >> >>> Hello, >>> >>> I would like to join the HTM Challenge, >>> but am not sure at all if mine can meet the requirements. >>> >>> In the first place, let me explain about my idea. >>> >>> 1. Amazon S3 extension API for anomaly detection >>> >>> * PUT bucket anomaly detection >>> (parameters) >>> - target bucket to store results(anomaly scores/predictions) >>> - input information >>> - model information >>> - output information >>> >>> We develop and sell S3 compatible object storage software and appliance. >>> In Japan, major service providers use our product to offer cloud storage >>> service to their end users. >>> >>> So, imagine an end user uploads a sensor data periodically to the bucket >>> on a cloud. In the cloud, a job to produce anomaly scores/predictions get >>> scheduled, executed with HTM. And the result becomes available on the >>> target bucket. An end user keeps polling the latest anomaly scores on the >>> target bucket to see if there's an anomaly, and takes an action as >>> required. Of course, it is possible to get historical data as well. >>> >>> This is a generic APIs for anomaly detection. >>> >>> 2. Low/Super Low frequency wave detector >>> >>> Low/Super Low frequency wave is becoming more problematic to human >>> health(especially to sleep). >>> >>> It is not easy to measure, nor impossible to hear. Having difficulty in >>> sleep on one night could be because of low frequency wave coming from a >>> nearby location. >>> >>> So I guess it is not a bad idea to measure and record low/super low >>> frequency waves with a smart phone, and keep uploading to a cloud. >>> >>> On the other hand, more and more disasters(earthquakes, landslides, >>> eruptions) happen today in Japan. According to some researchers, they are >>> observed with low frequency waves. If such an app is used by many people, >>> it would detect a disaster before it happens. >>> >>> In summary, such an low/super low frequency wave data(geospatial >>> temporal data) is put on a bucket with anomaly detection enabled, being >>> analyzed by HTM as a whole. Then anomaly scores to indicate >>> (unknown)disasters are generated, and notified as needed. >>> >>> >>> 1 fully utilizes HTM, but not an application. 2 is an application, but >>> does not directly use HTM. >>> >>> Besides, perhaps it's impossible to get samples of a disaster for a demo >>> in one month. >>> >>> Is this qualified for the challenge? If yes, which part? >>> >>> Thanks, >>> Takenori >>> >> >> > -- *With kind regards,* David Ray Java Solutions Architect *Cortical.io <http://cortical.io/>* Sponsor of: HTM.java <https://github.com/numenta/htm.java> [email protected] http://cortical.io
