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The weight applied to data for each of the prior periods is Wt(t) for the current period, Wt(t 1) for the prior period, and Wt(t 2) for two prior periods. In order to smooth data while still seeing rapid shifts in data movement, you will want to apply greater weight to current data and less weight to older: for example, Wt(t)=50% for the current month, Wt(t 1)=30% for the prior month, and Wt(t 2)=20% for the second oldest month. Putting these three weighting values in separate cells enables you to change the weighting so you can try weights that produce the best smoothing while allowing you to see trends.

Recall that natural regions exist in the two categories Hues (homogeneous/unre ned) and Cores (complex/re ned). A Hue is a set of bounding boxes, typically de ning an irregular but connected part of the computational domain. Given the number of processors assigned to the Hue, the task for an expert algorithm is to compute a distribution of processors over the boxes and to divide the boxes into blocks according to that distribution. The result should conform to all pertinent partitioning metrics, such as load balance, communication pattern, and partitioning time. This section introduces such an expert partitioning algorithm, called fractional blocking [28]. Given the uniform workload, a trivial distribution of processors over the Hue is achieved by assigning processors proportional to the relative size (or workload) of each box. Although such a distribution gives perfect load balance in theory, it is often impractical. Consider, for example, a distribution with 7.00234 processors assigned to a box. Because a block suitable for assigning to 0.00234 processors would probably correspond to a block with sides smaller than the smallest side allowed (the atomic unit), creating such a block would often be impossible. Another problem is assembling all these arbitrary decimal-part workload blocks into pieces suitable for one processor. Given these problems, it is more practical to create distributions based on integers. Previous research has investigated integer distributions of processors over a set of boxes (or workloads) [24]. Like the following example shows, trivial rounding of real-valued processor assignments often results in poor load balance. Consider a Hue with two boxes and an optimal distribution {1.4, 22.6}. The intuitive integer distribution is {1, 23}. However, the rounding of 1.4 to 1 results in a 40% load

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Figure 8.3. Substituted carbonyl group: (a) X substituent; (b) Z substituent; (c) ``C'' substituent.

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Have an electrostatic discharge (ESD) wrist, heel, or ankle strap or place the PC on an antistatic mat Using both an EDS strap and an antistatic mat is always better 6 Have documentation for the CD-ROM drive and the motherboard or IDE/ATA adapter card (for wherever the IDE/ATA cables are attached) 7 Turn off the PC with its power switch and remove the power cord from the power supply Also power off and disconnect all peripheral devices connected to the PC Follow these steps to install the drive: 1 Remove the PC s case cover If you need to slide the case to remove it, do so carefully so that you don t snag or nick any interior cables The ones that you re most likely to ding are the power cables 2 Use a PC vacuum or a can of compressed air to clean up any dust or debris.

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OK, so how are the methods in the CacheService used by the UserJpaRepository class And, hey, what is a ProceedingJoin point you re wondering. Well, the UserJpaRepository class does not directly use CacheService when using AOP. Instead, pointcut expressions determine when the method in the CacheService are applied to the UserJpaRepository class. As for the ProceedingJoin point object, this is an object that provides access to the target object. It is a subclass of the Join point object that provides a number of convenience methods, including the getSignature() method that provides the signature definition for the method currently being advised. So how is the pointcut expression used to apply the CacheService to the UserJpaRepository class Take a look at the following Spring beans definition and you shall see:

d^(nB j ) + e(nB + j )

Agreed priorities are used to determine where the greatest attention, planning and detailed risk assessment effort should be focused in the project.

You should always take the opportunity to clean out the inside of the case any time that you remove the case cover Make sure that you wear eye protection when using compressed air 3 Study the case s available half-height drive bays and choose the one that s most accessible and the one that s least likely to require you to move.

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