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reside completely in the Expansion Cabinet and dedicate all the Exadata Storage Servers in the Cabinet for the sole purpose of performing backups Even though the Storage Servers reside external to the Database Machine, they are just an extension of the Database Machine storage grid The Expansion Cabinet can be configured with High Capacity drives even if your Database Machine uses High Performance drives This reduces the total disk cost per GB and makes the backup-to-disk proposition using Exadata Storage Servers even more attractive This setup utilizing the Expansion Cabinet guarantees the best performance for backup/restore operations and at the same time provides best performance to the application since all Exadata Storage Servers inside the Database Machine rack will be dedicated 100 percent to user traffic Backup to NAS If the earlier option to back up to FRA is not feasible, consider performing backups to a Network Attached Storage (NAS) device You can attach an NAS device to the Database Machine and use it for the purpose of backups This option is the most cost effective, since most data centers already use some sort of NAS storage The best practice for attaching the NAS device is through the InfiniBand network NAS devices such as the Sun ZFS Storage appliance depicted in Figure 6-5 have built-in support for InfiniBand, 10 Gigabit, and 1 Gigabit Ethernet networks If your NAS appliance does not provide InfiniBand connectivity, or if the NAS InfiniBand HCA card or the protocol is not supported by the Database Machine, use the Gigabit Ethernet interfaces NAS devices also offer real-time compression and deduplication features By using these features, you can significantly reduce the disk footprint of backups Of course, there could be an overhead, and as with any feature that has an impact, a good strategy would be to test it out in your environment and with your data NOTE If you have an external NAS attached to the Database Machine, you can also utilize it for a variety of other purposes You can use NAS to stage files when performing migrations and data loads, or use it as a springboard to push data into DBFS from servers residing outside of the Database Machine.

indicators for the overall economy worldwide The impact of changes in the economy show up well in an average of the 500 top companies Narrow-based indices A narrow-based index covers a small sector or speci c industry such as the Nasdaq Biotech Index which covers biotechnology and pharmaceutical companies Narrow-based indices are useful to investors with interests in speci c industries The indices help them gauge the temperature of the industry rather than the overall economy Many industries do well even in tough economic conditions The chart from McDonald s earlier in the book ( 7, Figure 722) demonstrates that well Narrow indices help investors seeking opportunities to move funds from one sector to another or control risk on certain portions of their assets The components and weighting structure of the indices are published regularly and are readily available on the Internet The major broad-based indices are reported on regularly in television and radio reports as is the overall action of the market, but the reports can be deceiving It is interesting reading to take a look at an index like the S&P 500 and how the components measure up to one another It is not uncommon for the top 10 components of the S&P 500 to represent a signi cant portion of the total index The same is true in other indices where the top few companies represent a sizable percentage As an index investor, it is important for you to know the structure of the index and which companies will cause dramatic changes in the index and which will have minimal effect In managing your portfolio, you should keep track of the weight ratio of these components because, as you invest in either broador narrow-based indices, each component could enhance the effect

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DND D ( D ND ) (8164)

where NC denotes the real-valued estimate of NC and = [ C , D ] has been broken into two subvectors with C R(m 3) and D R3 As illustrated in the pseudocode in Figure 819, integer candidate vectors ND can be generated using a three for loop For each candidate vector ND , the entire right hand side of eqn (8164) is known The matrix product C 1 D is computed once and reused for all candidate vectors ND Therefore, the real-valued solutions NC can be e ciently computed for each of the (2d + 1)3 candidate ND vectors

The topic of capacity planning is huge in itself, so we will focus on a few important considerations that will help size the Database Machine The best practice for sizing systems is to size for performance and then for capacity Sizing for capacity is easier when compared to sizing for performance and

The straightforward approach to produce an integer estimate from NC is to select (8165) NC = NC ;

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