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Mutual fund companies decrease the front-end sales load as the amount of the investment increases The sales load is usually phased out at $1 million Therefore, if you were to invest $1 million with the same mutual fund family in Class A shares, you would pay no frontend sales load Some fund families do charge a contingent deferred sales charge (CDSC) of one percent for investments of $1 million or more For example, the mutual fund company MFS charges a CDSC of one percent when the investment is redeemed within 12 months of the initial investment After that 12-month period, though, the investment would no longer be subject to any type of back-end load B Shares Class B shares do not have an up-front sales charge; rather, they have a back-end sales charge, or a surrender charge (CDSC) The surrender charges associated with Class B shares are similar to the surrender charge schedules for annuities, which we discuss in the next chapter (See Table 51) Table 51 General Surrender Charges for Class B Mutual Funds

The following are best practices for next-generation data warehouses: Your decision for a DW must be business-driven, not technology-driven Do not build virtual data warehouses Do not build stovepipe data marts Do not code ETL functions by hand using COBOL, C, and so on Use second-generation ETL tools to automate all ETL functions; the goal is to not write a single line of procedural code Buy, don t build, data warehousing components Define a long-term vision for the DW by defining and promoting an enterprise DW architecture Use hub-and-spoke architecture that supports ODS, central DW, data marts, analytical applications, ERP, and e-commerce applications Do not let an ERP package dominate the DW Use new features of the ETL tool to support clickstream DW Integrate all components of DW with central metadata Use the data integration platform to generate and maintain central metadata Derive 100 percent of local metadata from central metadata Integrate multiple ETL engines with global metadata to create a Data Integration platform for a single version of the truth Do not load dirty source data into the DW; use a data cleansing tool and ETL tool to resolve inconsistencies

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Build DW using the bottom-up methodology one business area at a time, thus maximizing ROI and minimizing risk Use pre-computed aggregates for high performance

54'4

Use performance management tool to identify aggregates Use the ETL tool to pre-compute aggregates Use an aggregate-aware BI tool or database to access aggregates

Percentage 5% 4% 4% 3% 2% 1% 0%

Use hybrid tools, Multi Dimension Expressions (MDX) language, and persistent multidimensional cache to improve performance Create logical and physical models with a data modeling tool Do not assume that OLTP (Online Transaction Processing) experience applies to DW Deliver information from the DW over the Web Use a BI-oriented corporate portal as information gateway Do not code reports by hand; use a desktop OLAP tool Push reports to users on occurrence of user-defined events

The OBIEE Suite is designed to meet the requirements for a new class of enterprise Business Intelligence solution It is a comprehensive and integrated suite of analytic tools designed to bring greater business visibility and insight to the broadest audiences of users, allowing any user in an organization to have web-based selfservice access to up-to-the-moment, relevant, and actionable intelligence The OBIEE Suite includes ad hoc query and analysis, OLAP analysis, interactive dashboards, reporting, proactive intelligence and alerts, mobile analytics, and more It offers a unified view of Enterprise Information; empowers business users and analysts with pervasive insight; and combines real-time and historical intelligence with alerting to drive actions to improve business performance It offers the fastest time-to-value when compared with other analytic tools in the market today and is widely used by the world s leading companies in virtually every industry As discussed earlier in this chapter, there are various methods of implementing a DW for your company One of the options is to build the solution yourself; however, even if you do decide to build, a key component to that is the myriad of tools required to make this implementation successful Oracle provides a single

source for tool selection across all components required to enable you to be successful, so now let s discuss these different tools delivered within the OBIEE Suite in more detail

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