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Data Quality

Data Quality refers to the quality of data. Data are of high quality "if they are fit for their intended uses in operations, decision making and planning" (J.M. Juran). Alternatively, the data are deemed of high quality if they correctly represent the real-world construct to which they refer. These two views can often be in disagreement, even about the same set of data used for the same purpose.

Results 1 - 25 of 45 matches Sort Results By : Published Date | Title | Company name    
Driving Storage Efficiency in SAN Environments
By : NetApp Published Date: Feb 22, 2010
This paper outlines the considerations for architecting an efficient SAN data storage infrastructure with a focus on the NetApp solutions for increased utilization, improved performance and streamlined protection to reduce operational costs.
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NetApp
Making Large UPS Systems More Efficient
By : APC by Schneider Electric Published Date: Dec 17, 2009
As energy resources become scarcer and more expensive, electrical efficiency is becoming a more important performance factor in the specification and selection of large UPS systems. There are three subtle but significant factors that can materially affect a company's cost of operating a UPS system and particularly the electrical bill. Unfortunately, the people who specify systems often fail to recognize these factors, which leads to increased costs to the owner because operational efficiencies are not correctly considered.
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APC by Schneider Electric
Comparative Management Cost Study: Oracle Database 10g Release 2 and IBM DB2 Universal Database 9.1
By : Oracle Corp. Published Date: Dec 01, 2009
This report is the latest in a series of Comparative Management Cost Studies (CMCS) comparing Oracle Database 10g with database management systems offered by other leading enterprise software vendors. Earlier studies1 compared Oracle Database 10g with Microsoft SQL Server 2005 and IBM DB2 Universal Database (UDB) 8.2. In the last few months, IBM released its latest major production release of database product, DB2 UDB 9.1 (previously called "Viper"). This study compares IBM DB2 UDB 9.1 with Oracle Database 10g Release 2.
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Oracle Corp.
Unlocking the business value of information for competitive advantage
By : IBM Published Date: Nov 17, 2009
his executive level brochure provides the strategy behind Information on Demand (IOD), the 5 entry points to IOD and includes a summary of the 2008, information market analyst Ovum's independent evaluation of IBM's Information On Demand initiative which declared IBM to be at the "vanguard of the unified information management revolution."
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IBM
Customer Video: HP Pelzer
By : IBM Published Date: Aug 31, 2009
HP Pelzer find perfect harmony with DB2, Intel and SAP
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IBM
Low Administration ROI Tool
By : IBM Published Date: Aug 28, 2009
Use the IDS Low Administration ROI tool to assess potential savings and expenses in deploying IBM Informix Dynamic Server 11.
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IBM
New Integrated Data Management Tools for DBAs
By : IBM Published Date: Aug 25, 2009
Reduce the long, after hours finger pointing through proactive performance monitoring all while facilitating collaboration and driving organizational efficiencies.
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IBM
Facing tough IT decisions? Get insight from midsize businesses like yours.
By : IBM Published Date: Aug 25, 2009
Facing tough IT decisions? Get insight from midsize businesses like yours.
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IBM
Overall Approach to Data Quality ROI.
By : SAP Inc. Published Date: Aug 21, 2009
Data quality is an elusive subject that can defy measurement and yet be critical enough to derail any single IT project, strategic initiative, or even a company as a whole.
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SAP Inc.
Data Quality: A Survival Guide to Marketing.
By : SAP Inc. Published Date: Aug 21, 2009
In this paper, Frank Dravis, Six Factors Consulting, discusses how even with the finest marketing organizations, the success of marketing ultimately comes down to the data.
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SAP Inc.
Energy Efficient Cooling for Data Centers: A Close-Coupled Row Solution
By : APC by Schneider Electric Published Date: Aug 21, 2009
The trend of increasing heat densities in data centers has held consistent with advances in computing technology for many years. As power density increased, it became evident that the degree of difficulty in cooling these higher power demand loads was also increasing. This article discusses the efficiency benefits of row-based cooling compared to two other common cooling architectures. Learn more today!
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APC by Schneider Electric
The Critical Role of Data Consolidation for Your Data Protection Systems
By : Bocada Published Date: Aug 21, 2009
This strategic view is the proverbial "gold" that can be mined from your data protection systems; it is the asset that will enable IT management to prioritize activity to bring activities in line with business objectives and communicate policy compliance to corporate officers and data owners.
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Bocada
Tripwire and 21 CFR11: Ensuring Integrity and Trustworthiness of Electronic Clinical Data
By : Tripwire Published Date: Jun 30, 2009
Find out how a robust configuration audit and control system can enable electronic submissions and signatures, and validate electronic data, in compliance with the FDA's mandatory submission of clinical trials records.
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Tripwire
Business Intelligence: Actionable Insights for Business Decision Makers
By : SAP Published Date: Jun 27, 2009
Read this white paper by Don Tapscott and explore the criteria best-in-class retailers use for selecting business intelligence solutions. Companies that effectively harness the vast quantities of information that IT systems generate - both within the corporation and outside its walls - are poised to gain competitive advantage.
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SAP
The Financial Close Optimizing Performance and Driving Financial Excellence
By : SAP Published Date: Jun 23, 2009
Learn why the requirement to close books quickly and with quality is emerging again as an important project for today's global finance function.
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SAP
Data Quality: A Survival Guide to Marketing
By : SAP Published Date: Jun 23, 2009
In this paper, Frank Dravis, Six Factors Consulting, discusses how even with the finest marketing organizations, the success of marketing ultimately comes down to the data.
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SAP
Developing A Universal Approach to Cleansing Customer and Product Data
By : SAP Published Date: Jun 23, 2009
Take a look at this review of current industry problems concerning data quality, and learn more about how companies are addressing quality problems with customer, product, and other types of corporate data. Read about products and use cases from SAP to see how vendors are supporting data cleansing.
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SAP
Overall Approach to Data Quality ROI
By : SAP Published Date: Jun 23, 2009
Learn the importance of Data Quality and the six key steps that you can take and put into process to help you realize tangible ROI on your data quality initiative.
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SAP
Extending the Reach of Your Business Intelligence Insight through a Single, Complementary Solution
By : SRC,LLC Published Date: Jun 01, 2009
To mine raw data and extract crucial insights, business decision‐makers need fast and comprehensive access to all the information stored across their enterprise, regardless of its format or location. Furthermore, that data must be organized, analyzed and visualized in ways that permit easy interpretation of market opportunities growth, shifts and trends and the business‐process changes required to address them. Gaining a true perspective on an organization’s customer base, market area or potential expansion can be a challenging task, because companies use so many relational databases, data warehouse technologies, mapping systems and ad hoc data repositories to gather and house information for a wide variety of specialized purposes.
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SRC,LLC
Explore Your Business at the Speed of Thought
By : SAP Published Date: Apr 28, 2009
For effective decision making, your information workers require quick, easy answers to off-the-cuff questions; better understanding of the business; and fast access to relevant, quality information - and they need it with minimal training or dependency on IT.
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SAP
Profiling your Disaster Recovery Plan
By : InMage Published Date: Feb 18, 2009
It’s a fact: nearly 48 percent of first-time Disaster Recovery (DR) plan implementations fail due to inaccurate estimates of necessary resources. Due in large part to faulty methods of estimating resource requirements, such as analyzing logs generated by tape backup software, organizations come to conclusions that are drastically wrong.
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InMage
Delivering ROI with Data Protection, Challenging Times Demand ROI Focused Vendors
By : InMage Published Date: Feb 18, 2009
During challenging economic times, companies are increasingly questioning every budget dollar they spend. Furthermore, companies are reviewing their core vendor relationships to assess which partnerships have lived up to their expectations vs. which have overpromised and under delivered.
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InMage
Taneja Group Technology Analysts Delivering True Enterprise CDT
By : InMage Published Date: Feb 18, 2009
The concept of Continuous Data Technologies (CDT) emerged on the scene two years ago, and is now transforming the data storage industry. Nearly every major storage vendor has one or more CDT products in their offering roadmap, in addition to a vital community of emerging vendors who are the true innovators in this space.
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InMage
Enterprise Strategy Group Replication Methodologies and Applications
By : InMage Published Date: Feb 18, 2009
Replication has become a catchall phrase that while gaining in allure is also gaining in confusion – especially in the mid-tier where data is just as important as the high-end, but IT staffing and budgets are far more limited. IT people as well as vendors have a tendency to lump all data movement functions together as replication, regardless of the method or the reason.
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InMage
5 Important Steps to Successful Performance Management & BI An Analyst's Perspective
By : IBM Published Date: Feb 02, 2009
Sign up for the webcast and you will learn: The strategic benefits of a robust information infrastructure for performance management, How to take immediate action if your operating reporting has data latency challenges, How to drive broader adoption in the business by addressing critical data challenges, Why the combination of IBM and Cognos, an IBM company, accelerates the delivery and quality of the information needed to drive business performance.
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IBM
 
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