HBase Analytics
       Bradford Stephens

   site: hadoopconsulting.com
      blog: roadtofailure.com

company: visibletec...
How does Internet
  Present Data?
The Operations
• GROUP
• SORT
• FILTER
• SUM
• COUNT
• (no more JOIN plz)
Let’s do this real-time
         style
• Sites use 1% of the power of RDBMS
• So optimize for reality
• HBase .20 can scan...
Roadmap

• Aggregate on Regionservers
• Concurrency / node / data size is key
• May need indexing?
Bradford Stephens

   site: hadoopconsulting.com
      blog: roadtofailure.com

company: visibletechnologies.com

     twi...
Hadoop Analytics - a DB for 80% of Big Data Sites
Hadoop Analytics - a DB for 80% of Big Data Sites
Hadoop Analytics - a DB for 80% of Big Data Sites
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Hadoop Analytics - a DB for 80% of Big Data Sites

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There needs to be a new type of database optimized for serving simple, massive-scale data in real-time. I’d like to propose a scalable engine that’s actually optimized to drive 80% of websites, built on HBase. Given at HBase User Group, August 09

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Hadoop Analytics - a DB for 80% of Big Data Sites

  1. 1. HBase Analytics Bradford Stephens site: hadoopconsulting.com blog: roadtofailure.com company: visibletechnologies.com twitter: @lusciouspear
  2. 2. How does Internet Present Data?
  3. 3. The Operations • GROUP • SORT • FILTER • SUM • COUNT • (no more JOIN plz)
  4. 4. Let’s do this real-time style • Sites use 1% of the power of RDBMS • So optimize for reality • HBase .20 can scan through several M rows / node quickly • Aggregates drive almost all data
  5. 5. Roadmap • Aggregate on Regionservers • Concurrency / node / data size is key • May need indexing?
  6. 6. Bradford Stephens site: hadoopconsulting.com blog: roadtofailure.com company: visibletechnologies.com twitter: @lusciouspear

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