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dollar per bushel) Some of the weeks displayed in this chart had 5, 10, or even 15 thousand dollars worth of trading range In Figure 34 we show what many consider to be the best market indicator for investor sentiment regarding the market This is not an indicator of market direction, just market sentiment The VIX index, or The Chicago Board Options Exchange(CBOE) volatility index, shows the average volatility of S&P 500 stocks By calculating the volatility of the options, the index represents the sentiment of options traders with respect to the next two option expirations In Figure 34 we have highlighted the section representing the fourth quarter of 2008 This very clearly shows the increased volatility across the full market if the fairly diverse group of stocks represented in the S&P 500 are experiencing this level of daily volatility Option volatility during the last half of 2008 was extreme in almost every market As we look beyond 2008 and to the rst quarter of

ferent, imagine grabbing the CO 2 group of the central carbon of citrate in your right hand, and the OH group of the central carbon in your left hand The CH2 CO 2 that came from acetyl-CoA will be pointing up while the CH2 CO 2 that came from oxaloacetate will be pointing down Aconitase holds onto citrate in the same way, and when it moves the hydroxyl group of citrate, it moves it specifically from the central carbon to the CH2 group on the bottom Aconitase can move the OH group only because the catalytic apparatus is in the right place If we were to try to bind citrate to aconitase with the CH2 CO 2 that came from acetyl-CoA in the down position, the CO 2 on the central carbon would be on the left, and this wouldn t do Aconitase is set up to expect the CO 2 group on the central carbon to be on the right As we follow the label from citrate to succinyl-CoA, there are no problems But at succinate, it all seems to fall apart *CH2CO2 CH2C( O)SCoA *CH2CO2 CH2CO2

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An effective data warehouse deployment includes more than just the Oracle database and Oracle Exadata Database Machine Also key to overall success are the quality of the data models, business intelligence tools, and the security mechanisms that are put into place

Unlike the CH2 CO 2 groups of citrate, the two CH2 CO 2 groups of succinate are indistinguishable If you pick up succinate by the labeled CH2 group, you will always be able to pick up succinate by the unlabeled CH2 group so that it looks exactly the same (except for the label)

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Data models provide definitions and schemas that contain the data elements aligned to key performance indicators tracked by business analysts Logical data models provide the data definitions and entity relationships among objects The logical models are then translated into deployable physical data models designed to take advantage of the Oracle database s capabilities Logical entities are generally mapped into tables in the physical data models; relationships are mapped into foreign key constraints; attributes are mapped into columns; primary unique identifiers are mapped into primary key constraints; and unique identifiers are mapped into unique key constraints The schemas for the physical data models are of the types described earlier in this chapter Business intelligence tools provide a means for business analysts to access data residing in the data warehouse Reporting, ad hoc query, and advanced analytics are delivered to the analysts through these dashboards and tools The dashboards and tools are designed to be of a self-service nature when underlying data models in the data warehouse are properly aligned with business needs Security considerations come into play because of the value of the data and information available in the data warehouse and the broad user communities that can have access to it Security features are used to restrict access to data on a need-to-know basis They can be used to track who had access to data during specific periods We ll next go into a bit more detail regarding data models, business intelligence tools, and security and describe how each would fit in an Oracle Exadata Database Machine data warehousing deployment strategy

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