Thanks for that one andrew. I think a great story is unifying both analytics
and real time on a single platform. This makes dev and ops so much easier.
In fact the bigtable paper alludes to this strength. A single data platform
for most your needs is powerful.

Of course some super speciality needs might require additional platforms.
Eg: MySQL for highly relational data. Memcache for high read data. And so
on. But It is important from an architecture pov to keep distinct systems
count low.

On Mar 9, 2010 4:13 PM, "Andrew Purtell" <apurt...@apache.org> wrote:

I came to this discussion late.

Ryan and J-D's use case is clearly successful.

In addition to what others have said, I think another case where HBase
really excels is supporting analytics over Big Data (which I define as on
the order of petabyte). Some of the best performance numbers are put up by
scanners. There is tight integration with the Hadoop MapReduce framework,
not only in terms of API support but also with respect to efficient task
distribution over the cluster -- moving computation to data -- and there is
a favorable interaction with HDFS's location aware data placement. Moving
computation to data like that is one major reason how analytics using the
MapReduce paradigm can put conventional RDBMS/data warehouses to shame for
substantially less cost. Since 0.20.0, results of analytic computations over
the data can be materialized and served out in real time in response to
queries. This is a complete solution.

  - Andy




----- Original Message ----
> From: Ryan Rawson <ryano...@gmail.com>
> To: hbase-u...@hadoop.apac...

> Sent: Tue, March 9, 2010 3:34:55 PM
> Subject: Re: Use cases of HBase
>

> HBase operates more like a write-thru cache. Recent writes are in
> memory (aka memstore). Older...

> wrote:
> > Ryan, your confidence has me interested in exploring HBase a bit further
for
> > some r...

> > On Tue, Mar 9, 2010 at 2:29 PM, Ryan Rawson wrote:
> >
> >> One thing to note is that 10GB is ha...

> >> On Tue, Mar 9, 2010 at 2:08 PM, Jonathan Gray wrote:
> >> > Brian,
> >> >
> >> > I would just r...

> >> wrote:
> >> >>
> >> >>>
> >> >>> This is exactly the kind of feedback I'm looking for thanks, B...

> >> >>> wrote:
> >> >>> >
> >> >>> >>
> >> >>> >> Hi all, I've got a question about how everyone is...

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