Wednesday, October 10, 2012

Starting with SAP HANA



SAP has made it quite easy to get started with SAP HANA. You can get a 30 day trial access to a hosted HANA test and evaluation environment here: http://scn.sap.com/docs/DOC-28191 

At the same site, there is documentation, starting guides and a plethora of tutorial videos: http://scn.sap.com/community/developer-center/hana

Below are high level steps required to get started with a simple example in SAP HANA. First use a data source and Data Services to pull master and transaction data into SAP HANA.  Then create a model and finally expose the model through explorer.  Ok...seems too simple.


And here is the link for developers "The Road to HANA" with great information to get you going: http://scn.sap.com/docs/DOC-31723

Happy in-memory computing!
John K. 

Tuesday, October 9, 2012

IMDBs (In Memory Databases) gaining popularity



As hardware and memory prices continue to decline, in memory databases (IMDB) are gaining traction for real-time analytics, applications, and platforms. There are good reasons for the accelerated adoption of IMDBs for big data, with the most obvious being performance (as in very fast delivery of large data, and on the fly aggregations of multi-dimensional data delivered quickly to the end user).

From an architecture perspective there are a few key differences, looking at HANA as an example, that power such enhanced performance. 
  • Memory vs disk as primary storage (much faster performance)
  • Column and row store vs tables (no indices, materialized views, or cubes - aggregations on the fly)
  • Data compression
  • Parallelism (both on hardware and processing)
These changes are redefining the roles of data modelers, database developers and DBAs which are way more blurred in IMDB environments vs traditional databases.

Use Cases for IMDBs include: real-time analytics on operational databases, data warehousing, and predictive analysis on big data, as well as real-time applications and platforms (mobile, cloud)

Drawbacks for IMDBs include: Maturity of most product offerings, cost and availability of skills / expertise.

Enterprise IMDB Vendors and Products


  • Microsoft (updated per announcement on Oct 24th 2012)
  • Opensource
    • Project Serengeti is an open-source effort that is coming right behind Microsoft from VMWare
    • MySQL, other smaller players here
    • Feedback welcome on opensource IMDB enterprise solutions you have had success with

Expecting the adoption of IMDBs as well as product maturity to continue to accelerate and the vendor battle to heat up, as large enterprise clients climb on-board.  At this time everyone seems to be chasing SAP HANA.

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