Efficient Big Data Solutions: How to Maximize Results with Less Effort and Lower Costs
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Efficient Big Data Solutions: How to Maximize Results with Less Effort and Lower Costs

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Efficient Big Data Solutions: How to Maximize Results with Less Effort and Lower Costs Efficient Big Data Solutions: How to Maximize Results with Less Effort and Lower Costs Presentation Transcript

  • © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC Do you know who this is?
  • © 2014 PSC Group, LLC Big Data Today
  • © 2014 PSC Group, LLC Agenda – Big Data v Complexities of Terabyte Storage v Storage Array Networks v Ultra-Fast Networking Requirements v Data Warehouse Basics v Analytics Tool Recommendations – Hadoop? v Ad-hoc Reporting v Back-up Strategies
  • © 2014 PSC Group, LLC v Complexities of Terabyte Storage v Storage Array Networks v Ultra-Fast Networking Requirements v Data Warehouse Basics v Analytics Tool Recommendations v Ad-hoc Reporting v Back-up Strategies Agenda – Big Data stop thinking like a geek
  • © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC For Production From Consumption Our Focus needs to be on Information Consumption © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC We exist to help others make better decisions. © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC Real vs. Perceived Value If we just provide the INFORMATION… v Do we care if the message is received? v Do we care if the message is understood? v Do we care if the proper action is taken? v Are we JUST providing information or are we helping the business to achieve a result?
  • © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC What is our Delivering Information CONDUIT COMMUNICATOR PARTNER Describing a Situation Guiding the User Knowledge Information Wisdom
  • © 2014 PSC Group, LLC What is our Delivering Information CONDUIT COMMUNICATOR PARTNER Describing a Situation Guiding the User Knowledge Information Wisdom
  • © 2014 PSC Group, LLC What is our Delivering Information CONDUIT COMMUNICATOR PARTNER Describing a Situation Guiding the User Knowledge Information Wisdom Better Relationship between Business & IT
  • © 2014 PSC Group, LLC Seems Logical… but it’s just not that easy © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC Impediments to Success v Statistics v Attention v Perception v Motivation v Extreme Speed v Information Overload
  • © 2014 PSC Group, LLC Compelling Influences
  • © 2014 PSC Group, LLC Statistics of Statistics v Who has taken a statistics class? v Who has applied the scientific method at work? v Who wishes their staff would? v Who has recently done a Chi-squared test? v Who has recently peformed a t-test? v Who has done a correlation analysis? v Who has done a regression analysis?
  • © 2014 PSC Group, LLC A man is described as meek, shy, tidy and helpful…
  • © 2014 PSC Group, LLC A man is described as meek, shy, tidy and helpful… Is he more likely to be a librarian or a farmer?
  • © 2014 PSC Group, LLC Statistics FAIL
  • © 2014 PSC Group, LLC Statistics FAIL Don’t Assume the People with the Statistics Understand Statistics
  • © 2014 PSC Group, LLC Statistics Success v Large Global Insurance Firm v Large Investments/Improvements in Network v Perceived Network Sluggishness by Users v Sr. Management Getting Negative Feedback v We Executed a Large Statistical Analysis v Compared Technical Data & User Surveys v Suprising & Statistically Significant Finding!
  • © 2014 PSC Group, LLC Attention?
  • © 2014 PSC Group, LLC Paying Attention? In our distracted world, people often miss critical changes
  • © 2014 PSC Group, LLC What Letter Is This?
  • © 2014 PSC Group, LLC What Letter Is This? C T
  • © 2014 PSC Group, LLC Are you sure? C T T E
  • © 2014 PSC Group, LLC Are you sure? C T T E CONTEXT is VERY IMPORTANT
  • © 2014 PSC Group, LLC Motivation DistractionsCONFLICTS Choices © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC In 60 Seconds… v  1 new definition in urban dictionary v  1600+ reads on Scribd v  13,000+ hours of music streaming on Pandora v  12,000+ new ads posted on Craigslist v  370,000+ minutes of voice calls on Skype v  98,000+ Tweets v  320+ new Twitter accounts v  100+ new LinkedIn accounts v  1 new associatedcontent article published v  6,600+ new pictures uploaded on Flikr v  50+ WordPress downloads v  125+ WordPress plugin downloads v  695,000+ Facebook status updates v  79,364 Facebook wall posts v  510,040 Facebook comments v  1,700+ Firefox downloads v  694,445 Google search queries v  168 million emails are sent v  60+ new blogs v  1,500+ new blog posts v  70+ domains registered v  600+ new YouTube videos v  25+ hours of duration of new YouTube videos v  100+ questions asked on the Internet v  40+ questions answered on the Internet v  13,000+ iPhone applications downloaded v  20,000+ new posts on Tumblr
  • © 2014 PSC Group, LLC Which one would you read?
  • © 2014 PSC Group, LLC The Pace of Business is Incredibly Fast
  • © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC It’s all about processing the Past INFORMATION predicting the Future Observing the Present KNOWLEDGE WISDOM The VELOCITY of Information is Increasing CONTEXT facilitates consumption DELIVERY method favors speed
  • © 2014 PSC Group, LLC All Efficient Systems/Processes want Matching Velocities
  • © 2014 PSC Group, LLC Don’t let Precision Slow You Down
  • © 2014 PSC Group, LLC Information Velocity is a function of ACCURACY, CONTEXT and DELIVERY
  • © 2014 PSC Group, LLC Information Overload
  • © 2014 PSC Group, LLC Multi-Tasking?
  • © 2014 PSC Group, LLC Our Changing World
  • © 2014 PSC Group, LLC The Real Deal?
  • © 2014 PSC Group, LLC Training vs. Frequency TRAINING FREQUENCY OF EXECUTION
  • © 2014 PSC Group, LLC Zombie Systems
  • © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC 500mph?
  • © 2014 PSC Group, LLC © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC In-Race Adjustments
  • © 2014 PSC Group, LLC v A simple business process is running a race v A simple metric is the distance x(t) you cover v To measure success you need to know your position at time t v In order to improve you need to know distance and time… which gives you velocity v(t) = δx/δt v And if you take that one step further you get acceleration a(t) = δv/δt v This is great because changes in acceleration are an early warning system – Predictive Analytics! WARNING! Calculus Content
  • © 2014 PSC Group, LLC © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC Context, Context, Context Business Processes & Time, Location, etc. Interpret & Present Visually Interpret Results & Reveal Change! It’s all about TIME Velocity, Accuracy & Half-Life Split Times & Training Information that is useful DURING the race CLEAR EASY RELEVANT ACTIONABLE
  • © 2014 PSC Group, LLC © 2010 PSC Group, LLC Location GPS Proximity Social Network Tools You were on fire tonight! © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC Technology alone does not provide context CONTEXT is the product of Environment & Information Right TIME, Right PLACE, Right PERSON © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC
  • © 2014 PSC Group, LLC Inside Sales - Quoting Accounts Receivable Clerk Customer
  • © 2014 PSC Group, LLC The focus should be on the business processes NOT the Technology v Do you have a written inventory of key business processes? v Do you know expected completion times? v Do you collect any split-times? v Do you benchmark against others? v Do you benchmark internally?
  • © 2014 PSC Group, LLC Split-Times are the Key to RESULTS
  • © 2014 PSC Group, LLC Annur & Panel – SPOT ON! People Process Technology
  • © 2014 PSC Group, LLC Context, Context, Context Business Processes & Time, Location, etc. Interpret & Present Visually Interpret Results & Reveal Change! It’s all about TIME Velocity, Accuracy & Half-Life Split Times & Training Information that is useful DURING the race CLEAR EASY RELEVANT ACTIONABLE
  • © 2014 PSC Group, LLC Big Data Pattern Quiz v 12 Days v 32 Years v 32,000 Years
  • © 2014 PSC Group, LLC Big Data Pattern Quiz v 12 Days ≈ 1 Million Seconds v 32 Years ≈ 1 Billion Seconds v 32,000 Years ≈ 1 Trillion Seconds
  • © 2014 PSC Group, LLC $100
  • © 2014 PSC Group, LLC $10,000
  • © 2014 PSC Group, LLC $1 Million
  • © 2014 PSC Group, LLC $100 Million
  • © 2014 PSC Group, LLC $1 Billion
  • © 2014 PSC Group, LLC $1 Trillion
  • © 2014 PSC Group, LLC $1 Trillion
  • © 2014 PSC Group, LLC Our National Debt
  • © 2014 PSC Group, LLC