Vrooom

Concurrent aims to smash the Hadoop “black box”

Lucy Carey
black-box

CEO Gary Nakamura takes us through Cascading and beta product Driven – two solutions that could have big implications for your app production timeline.

Traditionally, one of the biggest productivity snags
for app developers has been the  Hadoop “black box” scenario,
which makes it difficult to decipher what’s actually going on
inside their project.  Stepping up to solve this problem are
Concurrent, with a (currently beta) solution called Driven, billed as “the industry’s first
application performance management product” for Big Data apps.

Concurrent is probably best known for Cascading – a
highly extensible Java app framework which makes it quick and easy
for  devs to tool rich Data Analytics and Data Management apps
to deploy and manage across diverse computing environments. CEO
Gary Nakamura describes it primarily as, “a tool that does the
heavy lifting and converts your application logic built on
Cascading into MapReduce jobs so that the developer doesn’t have to
deal with the low level assembly language of Hadoop.”

2014 is the year for enterprise data applications to
come to the fore

On top of this, it delivers a computation engine,
systems integration, data processing and scheduling capabilities
through common interfaces, and runs on all popular Hadoop
distributions – though it’s also capable of extending beyond the
elephant ecosphere.

Regarding the topic of Hadoop, although it may have
lost some of its lustre in recent months, Gary  is positive
about the future of the technology, believing that the dimming of
the “buzz” around it is a positive.

According to Gary, “Hadoop is maturing, and the user
behavior is maturing along with it. Enterprises are taking a more
pragmatic approach to formulating their data strategy and looking
for the right tools to ensure success.” Whilst the Hadoop ecosystem
is still quite “convoluted and confusing”, he belives that “those
that have taken a deliberate and informed approach are the ones
that are succeeding.”

 the Hadoop ecosystem is still quite “convoluted
and confusing”

He adds that, “enterprises have moved on to building
data applications on their Hadoop investments and are driving
business process and strategy through these data applications.”
It’s this new wealth of data and applications that will underpin
innovation and business advantage going forward, he affirms, “not
necessarily the fabric that an application runs on.”

For this reason, Concurrent is confident that 2014 is the
year for enterprise data applications to come to the fore, as
Hadoop-based apps become “business critical and essential for
businesses to move forward.”

Cascading is well placed for this scenario, with a
number of differentiators from rival offerings to  give devs
that all important productivity edge when building robust data
applications.

As Gary puts it, “With Cascading, instead of becoming
an expert in MapReduce, you can now leverage existing skill sets
such as enterprise Java, Scala, SQL, R, etc.” Moreover, he says,
Cascading’s local mode enables test-driven development practices
where developers can efficiently test code and processes on their
laptops before deploying on a Hadoop cluster.

the magic time for “broad applicability” of Driven has
now come

On to the newer offering – Driven, which was inspired
by “years of painstaking experience with building enterprise data
applications.” Its raison d’être is to make the process of
developing, debugging and managing Cascading apps that bit more
painless, as well as allowing for easy management of production
data applications.

It’s been a long time in the making, with the key
challenge centering on waiting for the market to mature enough for
it to be viable product, as opposed to any specific development
challenges. For Concurrent, the magic time for “broad
applicability” of Driven has now come.

Gary cites the key “Driven difference” as being a
significantly faster timeline – up to ten times, in fact – for
enterprise data applications to reach production. With Driven’s
real time app visualisation, instant app performance analytics, and
well as data management and monitoring capabilities, Gary thinks
that users will find they have “unprecedented visibility into your
applications that don’t exist in the Hadoop ecosystem today.” And,
most crucially, circumventing the aforementioned “black box”
scenario.

Although Concurrent doesn’t currently see any direct
competitors for their tools, there are “indirect entities” around
which they compete – for example, the open-source tools in Apache
Hadoop ecosystem.

The majority of Cascading’s popularity to date is
something that Gary puts down to the “attrition” of developers
using Pig and Hive. For now, the hope is that devs will ultimately
adopt Cascading  and Driven (once it moves out of beta status)
as a tandem productivity enhancement solution, continuing this
upward trajectory.

Image by Thierry Ehrmann

Author
Comments
comments powered by Disqus