zookeeper-user mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From Ted Dunning <ted.dunn...@gmail.com>
Subject Re: Design question
Date Wed, 09 Nov 2011 06:10:05 GMT
Yes.  This definitely could be done with ZK.

See chapter 16 of Mahout in Action for an example of how to manage this for
a farm of classifiers which have very similar issues (although loading a
new model is much faster).

One trick that might work is to load the new model before dropping the old
one.  You might be able to do a very fast handover that way.

On Tue, Nov 8, 2011 at 12:18 PM, Mark <static.void.dev@gmail.com> wrote:

> I have a general design question regarding ZooKeeper.
> Our use case: We currently have 3 restful recommendation servers that
> simply wrap a Mahout GenericBooleanPrefItemBasedRec**ommender. We started
> off using a JDBCDataModel but for performance reasons we had to switch to a
> FileDataModel so everything would be kept in memory. Although now that our
> recommendations service is blazing fast the start up/reloading time for
> each of these services are in the minutes. If we try to update all services
> at once then all recommendation requests come to a halt. As a result of
> this whenever we push a new model we have to do it in stages... ie disable
> server1, update, wait, renable, disable server2.... We've "automated" this
> using cron by simply updating one server waiting 10 mins then updating the
> next and so on. We are trying to figure out if this coordination would be
> better managed via ZooKeeper.
> I've read a bit into ZooKeeper and it seems like it would be easy to set a
> watch on a node to trigger when a model has changed thus triggering a
> refresh of our recommender. Where I get lost is how would I coordinate this
> so only one server at a time goes down? When it comes back up then the next
> server should be updated. Can someone please explain how this could be
> accomplished? Thanks

  • Unnamed multipart/alternative (inline, None, 0 bytes)
View raw message