Date post: | 16-Jul-2015 |
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© Copyright 4/7/2015 BMC Software, Inc1
Robert Stinnett (@robertstinnett)
CARFAX Automation AnalystOctober 14, 2014
We Came, We Saw, We Processed
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How #BigData and #Hadoop integrated into @BMCControlM at CARFAXCARFAX helps millions of people buy, sell and service their used cars better.
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Agenda
1. Workload Automation at CARFAX
2. Big Data and Hadoop Initiative
3. Reduce, Reuse, Recycle
4. Batches, Unite!
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Support traditional batch,
data transfer and SLA/SLE
management across
various datacenters.
Everything under one
roof. Integrate with other
software packages to
create an Enterprise wide
workload management
system.
Capacity on demand.
React to the hyper-
growing business.
Workload Automation at CARFAX
1
Manage Integrate Scale
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• 129,000+ processes a day
• 350 batch nodes
• 5 Different Datacenters
• 1 Unified Workload Management Platform
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Data can be loaded and
live less than 30 minutes
after receipt
1 record to process today,
1 million records to
process tomorrow
Data is what makes
CARFAX who we are. We
can’t afford to “hope we
got it right”.
It’s All About The Data
#Fast #Dynamic #Reliable
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Where Does it Come From?
34,000 Data Sources
13 billion records in our VHDB
Data comes in many formats, even pictures and PDFs!
CARFAX receives data in “any format, any time, any method”. We process more data in an hour than many businesses do in an entire month.
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Our business is all about
data. We’ve been doing
Big Data long before it was
“cool”.
It had to integrate with
our currently business
processes. It is a vital part
of our data services and
will provide and consume
data from many other
applications.
We see Hadoop and other
Big Data initiatives
replacing many of our
legacy data processing
systems.
Big Data & Hadoop
2
#BigData #Integration #Future
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Hadoop is still evolving and maturing. Thousands of pilot projects out there, but very few production installations.
We learned we were one of the pioneers when it came to integration.
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Nobody wanted to
reinvent the wheel. We
didn’t need another
scheduling system.
Hadoop team wanted to
hit he ground running.
Reuse what they were
already familiar with.
Integrate with our existing
DevOps practices across
CARFAX. No silos!
Reuse, Reduce, Recycle
3
#DoMoreWithLess #TimetoMarket #DevOps
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Agile Development +
Agile Operations
Increased usage of data center automation and configuration management tools
#DevOps
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We’ve managed to free up
our personnel to do
awesome things, and let
the automation handle
the routine stuff.
Integration, more agile
operations, compliance
and remediation. These
are what we see on the
horizon.
This wasn’t a one person,
or one team project. It
was a whole company
initiative. It has been an
amazing journey, yet
we’ve only just begun.
Batches, Unite!
4
#Today #Tomorrow #AmazingJourney
© Copyright 4/7/2015 BMC Software, Inc13
Overall Integration Strategy
Basic Batch
File Transfer Under Control-M Control
Database Processing,Web Services
Bladelogic,Java
Informatica
Start “Run this script”SUMMARY Today “Manage our workloads” Future “Make it all just happen”
20102008 20132004 2012 Beyond
Hadoop,SAS, ServiceNOW,“Write Our Own”
© Copyright 4/7/2015 BMC Software, Inc14
#KeyTakeaways
1. Hadoop isn’t a silo, it’s part of other IT processes.
2. Significantly reduce your learning curve by using what you already have.
3. Integrations reduce management headaches.
4. Evolution from batch to workload