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While this chapter has considered several technologies in isolation, it is clear that a single technology is not the answer for all problems. Furthermore, combining multiple technologies can draw on the strengths of each whilst minimizing their weaknesses. For example, it is possible to combine neural networks with genetic algorithms, or agents with neural networks. An interesting example of this is the use of a Genetic Programming system to help with determining a good architecture and weights for a neural network (Cho and Shimohara 1998). Another promising area is developing Constraint Satisfaction strategies using evolutionary techniques (Terashima-Marin et al. 1999). Other technologies that could be usefully considered in a solution include Bayes nets, fuzzy logic, and data mining techniques. Web service and Grid technologies are likely to provide highly flexible and powerful computing environments for service development and operation. All the technologies discussed in this chapter are beginning to make an impact in commercial applications, both in general software engineering and in service engineering in particular. As communication services become more complex, the expectation is that these and other technologies will continue to be developed to provide solutions to problems that are currently hard to solve using traditional techniques.

claim remain with the firm and only the judgment, or settlement, is paid by the client In many cases, legal costs to defend may be significant and may even exceed the amount being sought by the plaintiffs By including the words and defend in the terms of the agreement, the firm can minimize its exposure against potential claims Timing of payment and billing frequency: As noted earlier, the timing of payment from the client should be actively negotiated Payment of fees ideally should coincide with the firm s payroll cycle (eg, two times per month) and, when appropriate, include a provision that allows the firm to prebill certain types of approved estimated costs Notice period: Every contract, by definition, has a termination date.

The extent that the firm can negotiate a longer termination period while fees continue to accrue can provide a significant contribution to the firm s profits For example, if the client is willing to initially offer the firm only 30 days notice (which should always be required to be in writing) and the firm is able to extend that termination period to 90 days, it may have been able to improve its revenue and profit position by simply asking for and justifying a longer termination period Many professionals are reluctant to ask for such terms, but many clients are willing to agree to them in exchange for other contract provisions Scope creep getting paid for everything you do: One of the most vulnerable areas of professional firm management is the definition of scope.

Because the processor is the heart of your system, you need to pay close attention to its performance How the server is used (file/print server, database server, application server, and so on), will also determine what levels of processor activity you can expect to see High processor activity is not always a problem For example, a file/print server may have periodic activity that spikes the processor to 100% CPU utilization, while an application server may consistently place high demand on the processor To get realistic results that you can form an opinion on, you need to collect data over a period of time, usually about a week for a good set of data If you performed baseline testing, you can compare this data to the baseline Some common CPU bottlenecks include CPU-bound applications and drivers, and intense or excessive interrupts that are generated by inadequate or malfunctioning components.

Reinstall the backup software B Reinstall the tape backup device drivers C Take off the case and make sure the SCSI card is inserted properly D Check the peripheral cable at both ends to make sure it is securely attached to the server and the tape backup hardware..

Invariably, clients expect the firm to produce much more than the firm ever envisioned when originally accepting the assignment Professionals, always eager to please their clients, may be reluctant to ask for additional funding if their actual work borders on a gray area not well defined in the original agreement The key here is to ensure that the original agreement defines fully, and in objective terms to the extent possible, all the work that will (and in some cases won t) be performed If well conceptualized and well written, it will be reasonably clear when the client has asked for something that is out of scope and thus entitles the firm to additional remuneration..

Remember: process analysis needs doing soon after the grid was elicited. If you don t plan to do any further analysis for a while (perhaps because you re doing a series of grid interviews), it s useful to make notes of your impressions of the process shortly after the interview took place. And, unless there is some special reason why you can t, always consider discussing your process impressions with the interviewee.

history in support. My guess is that you ll be doing single grids with individuals without necessarily getting to know them deeply, using other, supporting, sources of information. Should this change, you ll be able to nd out more in the references I listed above. For further particulars, look in Fransella et al. (2004, 5) in the rst instance. Before any of this, though, a word about some basic assumptions.

Caution Be careful to apply templates to the document element of the template document, rather than its root node; if you applied templates to its root node, the processor would match the same template again, and enter an infinite loop. Because the stylesheet works over the template document, you mainly need to copy the nodes, using the recursive identity template: 218