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Case Study

Kognitio enables real-time complex media analytics and
advertising context for TiVo Research & Analytics
Analytics on tens of billions of events in seconds with NO DBA: Ease of use, flexibility,
performance and scalability helps TRA grow its business

                                                  “Kognitio gives us the chance to go beyond the confines of typical databases –
                                                   we can now run queries and answer them in sub-second response times, we
                                                   can do ad-hoc analyses ‘on the fly,’ and the scalability of the platform grows
The Challenge                                      with our data volumes.”
Leading media and market research firm                                         Brian Canning  |  Chief Technology Officer  |  TiVo Research and Analytics, Inc. (TRA)
required a technology that could quickly
match and analyze millions of households’
TV tuning data with consumer purchase data,       Introduction                                             boxes (whether they are TiVo or others) with
to enable their advertising clients to find the   As television audiences diffuse over hundreds of         buying behavior at the retail checkout counter.
right audience for advertised products.           channels in the average home, brand advertisers          As a direct benefit, advertisers, media agencies
                                                  struggle through the clutter to reach their target       and cable and broadcast companies can use the
The Solution                                      consumers. With the added complexity of time-            detailed and actionable insights and intelligence
TRA implemented Kognitio to collect granular      shifted TV viewing it also has become very dif-          to support their media and creative decisions.
ad-viewing information from set-top units and     ficult for networks or advertisers to know exactly       This enables TRA clients – media, cable, TV
integrate it with detailed point of sale data,    what they are getting for the money they spend.          net­ orks, financial services, automotive and
                                                                                                               w
producing customized reports in real-time.                                                                 consumer packaged goods concerns – to show
                                                  TRA adds the missing element in the TV buying            a quantifiable ROI for their marketing spend.
The ROI                                           and selling system by bridging the gap between
Kognitio enables TRA to successfully meet         TV audience and consumer purchase behavior.              To offer this service, Media TRAnalytics™ records
demanding client SLAs by providing analytical     TRA Media TRAnalytics® patented business                 various kinds of information from the channels
insights 300% faster, via comprehensive           intelligence platform connects buyers and sellers        and programs watched, as well as the actual
ad-hoc reports on full volumes of data in         of TV to information that reveals what products          advertisements that were viewed by households.
real-time.                                        TV audiences are most likely to purchase.                Moreover, it shows which advertisements
                                                                                                           were viewed, whether the viewer skipped an
                                                  While sample data only provides statistical              advertisement and at what point the viewer
                                                  estimates, the TRA approach enables highly               skipped to or switched channels. Armed with
                                                  accurate media analytics. By doing so, TRA               this data, Media TRAnalytics™ delivers the
                                                  clients enjoy an increased Return on Investment          analyses to advertisers, broadcasters and media
                                                  (ROI) for campaigns and spend. That advertising          buyers and planners. TRA’s customers can
                                                  effectiveness is obtained, through a massive             determine which ads “hook” viewers, which
                                                  cross-correlation of data from dozens of sources,        cause them to switch channels and which ads
                                                  leveraging the Kognitio Analytical Platform.             cause them to win or lose in the battle to gain
                                                  Without the obfuscation of arbitrary aggregation,        market share and to drive sales. Correlated with
                                                  it is possible to perform complex analytics on           retail PoS data, TRA feeds this information back
                                                  large and complex data sets and still get down           to the relevant marketing professionals so they
                                                  to granular detail with unprecedented and                can maximize their ROI.
                                                  reliable speed. This type of precision takes
                                                  marketing ROI to a whole new level.                      TRA adheres to and exceeds all relevant guide-
                                                                                                           lines regarding privacy and security in acquiring,
                                                  TRA                                                      managing and accessing this data. There is never
                                                  TRA allows organizations to measure the value            a time when the viewing data is stored with any
                                                  of advertising by matching the advertisements            data that would allow a household or any of the
                                                  received in a given home via TV and DVR set-top          individuals in the household to be identified. TRA
www.kognitio.com
“Our incumbent platform forced us to compromise on the types of analysis we                                    Overall, Kognitio was the chosen solution
 could perform on the data without first performing complex offline analyses                                   because it was the easiest to deploy, able to
                                                                                                               load data from any and all sources the fastest,
 of the data… some of these processes could take several days to complete,
                                                                                                               run complex analytics on Big Data in real-time,
 including running updates on the data. Database performance was                                               seamlessly integrate with legacy systems/
 becoming a hindrance to our business.”                                                                        existing applications and was the most cost-
                                                                                                               effective platform for future growth.
                                             Brian Canning  |  Chief Technology Officer  |  TRA

                                                                                                               Conclusion
has taken the initiative to invest in and secure ISO     the TRA application built in .NET Visual Studio,      Running cutting-edge analytics requires a
27001 certification. This certification indicates that   through standard interfaces.                          cutting-edge solution. Organizations like TRA
TRA has passed a rigorous examination of their                                                                 can’t rely on conventional database technology
information handling processes and has been              Solution                                              to enable innovative solutions for their business.
certified as being in compliance with the highest        Kognitio took minutes to install on the initial       In-memory, massively-parallel processing
standards in the industry. TRA is committed to           instance – software, client tools and data.           analytics enables the molecular granularity and
ensuring security and privacy in their operations.       Ad-hoc queries for “on the fly” analysis were up      colossal speed to fuel real-time data discovery.
                                                         and running with triple the performance of any
Challenge                                                previous test, returning queries in under five        Kognitio enables TRA to put extremely powerful
Offering this service requires a powerful analyti-       seconds that previously took days to run.             media analytics in the hands of market experts,
cal engine that can load data in real-time and                                                                 without extensive IT administration. That
deliver analyses in seconds. TRA quickly reached         Loading data into memory for real-time process-       capability propels comprehensive ad-hoc reports
the limits of their previous solution, a parallelized    ing enabled ETL flexibility and reduced the IT        that run up to 300% faster on full volumes of
version of MySQL, which became too compli-               effort related to data placement and administra-      data in-real time. This cost-effective solution
cated to run, manage and administer; data had            tion. The ability to do transformations in Kognitio   empowers TRA to successfully meet demanding
to be split, loaded and synchronized manually.           significantly increased workload capability and       client SLAs, expand their offering easily and
                                                         efficiency. Kognitio saved time for the TRA           focus on the core value they add as a leader in
TRA evaluated conventional appliance and                 operations team, avoiding the need for laborious      media analytics.
column-store databases, running an extensive             pre-processing and keeping the path between
proof-of-concept (POC) weighing across five              the receipt of data and creation of insights on it.
distinct success criteria:                                                                                     “The professionalism and willingness
–– Ease of use and installation                          Leveraging industry-standard servers from a            of Kognitio’s staff to make our
                                                         private, co-located hosted environment, TRA
–– Speed and simplicity of data load                                                                            implementation a success and get us
                                                         can accommodate 5 TBs of data in-memory
–– Complex query performance and flexibility             today and much more in persistent storage              into production as quickly as possible
–– Effortless integration with existing ETL and          for back-up. Owing to the lack of proprietary          cannot pass by unmentioned. Their
   .NET applications                                     hardware requirement, initial deployment even          assistance in helping us has been
                                                         began by reusing existing servers. This setup
–– Linear scalability                                                                                           second-to-none. We consider
                                                         enables TRA to grow that environment linearly,
They had to find a solution that would give              in line with the needs of the business, secure in      Kognitio to be a true partner.”
them the fastest processing time, immediate              the knowledge their investment is safeguarded.             Mark Lieberman  |  Chief Executive Officer  |  TRA
access to data and the ability to easily scale           As data sets grow, there is no need for “fork-lift
incrementally as data volumes grew. The                  upgrades” – hardware is added incrementally
solution also needed to seamlessly support               and performance scales.




About Kognitio                                                                      USA                            www.facebook.com/kognitio
Kognitio is driving the convergence of Big Data, in-memory analytics                260 Madison Avenue
                                                                                                                   www.twitter.com/kognitio
and cloud computing. Having delivered the first in-memory analytical                8th Floor
platform in 1989, it was designed from the ground up to provide the                 New York, NY 10016             www.linkedin.com/company/kognitio
highest amount of scalable compute power to allow rapid execution
                                                                                                                   www.youtube.com/kognitio
of complex analytical queries without the administrative overhead of                United Kingdom
manipulating data. Clients span industries, including market research,              3A Waterside Park              info@kognitio.com
consumer packaged goods, retail, telecommunications, financial                      Cookham Road
services, insurance, gaming, media and utilities.                                   Bracknell                  www.kognitio.com
                                                                                    Berkshire, RG12 1RB        1-855-KOGNITIO

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Kognitio TiVo

  • 1. Case Study Kognitio enables real-time complex media analytics and advertising context for TiVo Research & Analytics Analytics on tens of billions of events in seconds with NO DBA: Ease of use, flexibility, performance and scalability helps TRA grow its business “Kognitio gives us the chance to go beyond the confines of typical databases – we can now run queries and answer them in sub-second response times, we can do ad-hoc analyses ‘on the fly,’ and the scalability of the platform grows The Challenge with our data volumes.” Leading media and market research firm Brian Canning  |  Chief Technology Officer  |  TiVo Research and Analytics, Inc. (TRA) required a technology that could quickly match and analyze millions of households’ TV tuning data with consumer purchase data, Introduction boxes (whether they are TiVo or others) with to enable their advertising clients to find the As television audiences diffuse over hundreds of buying behavior at the retail checkout counter. right audience for advertised products. channels in the average home, brand advertisers As a direct benefit, advertisers, media agencies struggle through the clutter to reach their target and cable and broadcast companies can use the The Solution consumers. With the added complexity of time- detailed and actionable insights and intelligence TRA implemented Kognitio to collect granular shifted TV viewing it also has become very dif- to support their media and creative decisions. ad-viewing information from set-top units and ficult for networks or advertisers to know exactly This enables TRA clients – media, cable, TV integrate it with detailed point of sale data, what they are getting for the money they spend. net­ orks, financial services, automotive and w producing customized reports in real-time. consumer packaged goods concerns – to show TRA adds the missing element in the TV buying a quantifiable ROI for their marketing spend. The ROI and selling system by bridging the gap between Kognitio enables TRA to successfully meet TV audience and consumer purchase behavior. To offer this service, Media TRAnalytics™ records demanding client SLAs by providing analytical TRA Media TRAnalytics® patented business various kinds of information from the channels insights 300% faster, via comprehensive intelligence platform connects buyers and sellers and programs watched, as well as the actual ad-hoc reports on full volumes of data in of TV to information that reveals what products advertisements that were viewed by households. real-time. TV audiences are most likely to purchase. Moreover, it shows which advertisements were viewed, whether the viewer skipped an While sample data only provides statistical advertisement and at what point the viewer estimates, the TRA approach enables highly skipped to or switched channels. Armed with accurate media analytics. By doing so, TRA this data, Media TRAnalytics™ delivers the clients enjoy an increased Return on Investment analyses to advertisers, broadcasters and media (ROI) for campaigns and spend. That advertising buyers and planners. TRA’s customers can effectiveness is obtained, through a massive determine which ads “hook” viewers, which cross-correlation of data from dozens of sources, cause them to switch channels and which ads leveraging the Kognitio Analytical Platform. cause them to win or lose in the battle to gain Without the obfuscation of arbitrary aggregation, market share and to drive sales. Correlated with it is possible to perform complex analytics on retail PoS data, TRA feeds this information back large and complex data sets and still get down to the relevant marketing professionals so they to granular detail with unprecedented and can maximize their ROI. reliable speed. This type of precision takes marketing ROI to a whole new level. TRA adheres to and exceeds all relevant guide- lines regarding privacy and security in acquiring, TRA managing and accessing this data. There is never TRA allows organizations to measure the value a time when the viewing data is stored with any of advertising by matching the advertisements data that would allow a household or any of the received in a given home via TV and DVR set-top individuals in the household to be identified. TRA www.kognitio.com
  • 2. “Our incumbent platform forced us to compromise on the types of analysis we Overall, Kognitio was the chosen solution could perform on the data without first performing complex offline analyses because it was the easiest to deploy, able to load data from any and all sources the fastest, of the data… some of these processes could take several days to complete, run complex analytics on Big Data in real-time, including running updates on the data. Database performance was seamlessly integrate with legacy systems/ becoming a hindrance to our business.” existing applications and was the most cost- effective platform for future growth. Brian Canning  |  Chief Technology Officer  |  TRA Conclusion has taken the initiative to invest in and secure ISO the TRA application built in .NET Visual Studio, Running cutting-edge analytics requires a 27001 certification. This certification indicates that through standard interfaces. cutting-edge solution. Organizations like TRA TRA has passed a rigorous examination of their can’t rely on conventional database technology information handling processes and has been Solution to enable innovative solutions for their business. certified as being in compliance with the highest Kognitio took minutes to install on the initial In-memory, massively-parallel processing standards in the industry. TRA is committed to instance – software, client tools and data. analytics enables the molecular granularity and ensuring security and privacy in their operations. Ad-hoc queries for “on the fly” analysis were up colossal speed to fuel real-time data discovery. and running with triple the performance of any Challenge previous test, returning queries in under five Kognitio enables TRA to put extremely powerful Offering this service requires a powerful analyti- seconds that previously took days to run. media analytics in the hands of market experts, cal engine that can load data in real-time and without extensive IT administration. That deliver analyses in seconds. TRA quickly reached Loading data into memory for real-time process- capability propels comprehensive ad-hoc reports the limits of their previous solution, a parallelized ing enabled ETL flexibility and reduced the IT that run up to 300% faster on full volumes of version of MySQL, which became too compli- effort related to data placement and administra- data in-real time. This cost-effective solution cated to run, manage and administer; data had tion. The ability to do transformations in Kognitio empowers TRA to successfully meet demanding to be split, loaded and synchronized manually. significantly increased workload capability and client SLAs, expand their offering easily and efficiency. Kognitio saved time for the TRA focus on the core value they add as a leader in TRA evaluated conventional appliance and operations team, avoiding the need for laborious media analytics. column-store databases, running an extensive pre-processing and keeping the path between proof-of-concept (POC) weighing across five the receipt of data and creation of insights on it. distinct success criteria: “The professionalism and willingness –– Ease of use and installation Leveraging industry-standard servers from a of Kognitio’s staff to make our private, co-located hosted environment, TRA –– Speed and simplicity of data load implementation a success and get us can accommodate 5 TBs of data in-memory –– Complex query performance and flexibility today and much more in persistent storage into production as quickly as possible –– Effortless integration with existing ETL and for back-up. Owing to the lack of proprietary cannot pass by unmentioned. Their .NET applications hardware requirement, initial deployment even assistance in helping us has been began by reusing existing servers. This setup –– Linear scalability second-to-none. We consider enables TRA to grow that environment linearly, They had to find a solution that would give in line with the needs of the business, secure in Kognitio to be a true partner.” them the fastest processing time, immediate the knowledge their investment is safeguarded. Mark Lieberman  |  Chief Executive Officer  |  TRA access to data and the ability to easily scale As data sets grow, there is no need for “fork-lift incrementally as data volumes grew. The upgrades” – hardware is added incrementally solution also needed to seamlessly support and performance scales. About Kognitio USA www.facebook.com/kognitio Kognitio is driving the convergence of Big Data, in-memory analytics 260 Madison Avenue www.twitter.com/kognitio and cloud computing. Having delivered the first in-memory analytical 8th Floor platform in 1989, it was designed from the ground up to provide the New York, NY 10016 www.linkedin.com/company/kognitio highest amount of scalable compute power to allow rapid execution www.youtube.com/kognitio of complex analytical queries without the administrative overhead of United Kingdom manipulating data. Clients span industries, including market research, 3A Waterside Park info@kognitio.com consumer packaged goods, retail, telecommunications, financial Cookham Road services, insurance, gaming, media and utilities. Bracknell www.kognitio.com Berkshire, RG12 1RB 1-855-KOGNITIO