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[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],XLDB Analytics in on-line advertising
iQO delivers a quantum leap in performance and direct energy savings Carbon Units per Query (CUpQ) Calculation Number of nodes + number of CPU’s + disk (in TB) multiplied by number of users and sum of elapsed query time seconds of the 67 queries. For 25 users, hadoop would yield 35,925 carbon units to iQO’s 25. Query response time observations iQO provided the fastest and most uniform performance with most queries returned in 5 seconds or less. Hadoop and Aster median response times were several hours but still were 3 to 4 times faster than relational approaches. normalized values indexed against iQO XLDB Analytics in on-line advertising
[object Object],XLDB Analytics in on-line advertising ,[object Object],[object Object],[object Object],[object Object],iQO answered 100% of the queries
Estimate of resources needed for alternate solutions Note: Oracle and MySQL not able to scale with data or return query results in sufficient time to be measured iQO HADOOP VERTICA ASTER DATA CPUs 4 50 12 50 Nodes 1 25+ 3 25+ Memory (GB) 32 800 96 1600 Disk Space (TB) 2 24 12 24 Personnel .5 Team? minimum of 2 Minimum of 2 Query Time Seconds to minutes Minutes to days Minutes to days Minutes to days
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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Query O

  • 1.  
  • 2.
  • 3. iQO delivers a quantum leap in performance and direct energy savings Carbon Units per Query (CUpQ) Calculation Number of nodes + number of CPU’s + disk (in TB) multiplied by number of users and sum of elapsed query time seconds of the 67 queries. For 25 users, hadoop would yield 35,925 carbon units to iQO’s 25. Query response time observations iQO provided the fastest and most uniform performance with most queries returned in 5 seconds or less. Hadoop and Aster median response times were several hours but still were 3 to 4 times faster than relational approaches. normalized values indexed against iQO XLDB Analytics in on-line advertising
  • 4.
  • 5. Estimate of resources needed for alternate solutions Note: Oracle and MySQL not able to scale with data or return query results in sufficient time to be measured iQO HADOOP VERTICA ASTER DATA CPUs 4 50 12 50 Nodes 1 25+ 3 25+ Memory (GB) 32 800 96 1600 Disk Space (TB) 2 24 12 24 Personnel .5 Team? minimum of 2 Minimum of 2 Query Time Seconds to minutes Minutes to days Minutes to days Minutes to days
  • 6.
  • 7.
  • 8.
  • 9.