Having seen a lot of increase in demand from my clients to start a program to create information services, I thought it might be useful to look at one way of doing that through the use of data federation software. Then I realised that it would be better to look at all the popular ways of using this technology. On that basis, this blog starts a series of blogs from me on popular patterns that companies can use to get maximum value out of the data federation software.
In order to facilitate ease of understanding, the patterns discussed have been classified into the following categories
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Business intelligence and performance management patterns
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Data warehousing patterns
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Master data patterns
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Information services patterns
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Operational patterns
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Data management patterns
Popular business intelligence (BI) and Performance Management patterns for data virtualization software are
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The BI/Performance Management Integration pattern
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The Data Discovery pattern
The BI/Performance Management Integration Pattern
This pattern uses data virtualization to integrate multiple underlying line of business (LoB) BI systems with performance management enterprise level scorecards and dashboards so as to allow detailed low level LoB metrics in the underlying BI systems to be used in calculating higher level enterprise key performance indicators in performance management scorecards and dashboards. This is essentially an aggregation pattern. There are two options associated with this pattern. The first is to map the data structures in multiple underlying BI system data stores to the virtual view(s) needed by performance management
Pattern Diagram (Option 1)
A manufacturer with different lines of business may want to monitor the total cost of shrinkage over all product lines to compare against targets. A bank may have different BI systems monitoring risk exposure for each of its product lines (e.g. mortgages, credit cards, loans) and wants to monitor corporate exposure across all product lines to see if exposure is in line with targets.
Reasons For Using It
Many companies with multiple line of business (LoB) BI systems cannot answer enterprise level questions. This requires enterprise key performance indicators to be calculated by aggregating LoB metrics in multiple BI systems.
In my next blog we will look at the Data Discovery pattern. Click here for more information on Data Governance
Posted October 7, 2009 4:21 AM
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Thanks for expanding on the data federation software. Your pictures really help to clarify what you are saying in this post.