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A Distributed and Standard based Data Warehouse and Mining System for…

Award Information

Agency:
Department of Defense
Branch:
N/A
Award ID:
Program Year/Program:
2011 / SBIR
Agency Tracking Number:
O102-L05-4180
Solicitation Year:
2010
Solicitation Topic Code:
OSD10-L05
Solicitation Number:
2010.2
Small Business Information
Intelligent Automation, Inc.
15400 Calhoun Drive Suite 400 Rockville, MD 20855-2737
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Woman-Owned: Yes
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 2011
Title: A Distributed and Standard based Data Warehouse and Mining System for Large-Scale Sensor Data
Agency: DOD
Contract: N00014-11-M-0077
Award Amount: $100,000.00
 

Abstract:

Intelligent Automation, Inc. (IAI), along with our collaborators propose to develop a Distributed and Standard based Data Warehouse and Mining System for Large-Scale Sensor Data (DSDWM). DSDWM is a synergy of SensorML based database system, streamed and high-dimensional data cubing approaches. Our stream cubing architecture is designed to handle streamed sensor data with quick response and partial computation of data cubes by popular-path cubing. The DSDWM innovations are: (1) SensorML schema database to develop a solid and extendable data storage system for large amount of complex sensor data (2) unique innovative high-dimensional data cubing technology, (3) internal data mining tool that adopts a generic framework of data mining, to provide advanced data exploitation and analysis capability beyond cubing technology, and (4) AJAX on mobile devices to enable asynchronous communication so that the bandwidth is saved. DSDWM offers the key advantage that multi-source sensor input data can be transferred to minimal cubing thus saving computation and storage expense significantly for high-dimensional cubes and prediction cubes provide an automatic and intelligent way to build cubes with optimized accuracy for a large range of prediction models.

Principal Investigator:

Kaizhi Tang
Senior Research Scientist
(301) 294-5214
ktang@i-a-i.com

Business Contact:

Mark James
Director, Contracts&Proposals
(301) 294-5221
mjames@i-a-i.com
Small Business Information at Submission:

Intelligent Automation, Inc.
15400 Calhoun Drive Suite 400 Rockville, MD -

EIN/Tax ID: 521497192
DUNS: N/A
Number of Employees:
Woman-Owned: Yes
Minority-Owned: No
HUBZone-Owned: No