Distributed data mining using analysis services servers

Details Distributed data mining using analysis services servers Distributed data mining using analysis services servers

2006-03-20

2010-06-01

Truong, Cam Y T (Department: 2169)

Data processing: database and file management or data structures

Collaborative document database and workflow

C707S694000, C707S810000

Reexamination Certificate

active

07730024

ABSTRACT:
An Analysis Services server component that facilitates data mining using Analysis Services in a distributed environment is provided. The Analysis Services server component can be a component of a distributed Analysis Services system for distributed data mining. The distributed Analysis Services system can provide support for collaboration between multiple Analysis Services server components having similar models that can be shared for collaborative work.Data can be distributed to a plurality of Analysis Services server components so that multiple data mining models can be built on the server components based on certain parameters (e.g., number of servers to use, accuracy details etc. as algorithmic parameters). Based on that when a model is being processed, data can be shipped across multiple Analysis Services server components and multiple models can be built. During prediction these analysis services server components can collaborate between them to give the prediction results by different mechanisms.

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