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If you employ J2EE clustering of your application servers, you can store Session variables in a shared location so that all your servers can use them. Before you jump for joy thinking that you can share long-lived components that persist in the Session scope between all the servers in your cluster, you should know that this approach doesn t work either. J2EE Session variables stored in a shared location can contain only simple values, much as Client variables do. Although you can serialize complex variables into simple variables by using WDDX, if you serialize an instance of a component, WDDX strips away all the component methods and leaves only the component properties intact after you later deserialize the instance.

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This research has extended and characterized the use of cardiovascular function as a biometric. We have extended previous work in terms of both the sensing modality and the population used for testing. Processing of ECG signals shows the strongest performance, and the results are robust across a larger and more diverse population than previously reported. In addition, alternative sensing modalities (blood pressure and pulse oximetry) are presented and the associated performance is documented. Improved classi cation techniques will enable reasonable performance across higher populations, which will still likely be less than those for traditional biometrics. Heartbeat identi cation is ideal for veri cation applications [57]. These veri cation applications would be for unlocking tokens for access to computers and networks. Also, heartbeat information combined with traditional biometrics will reduce forgery of credentials and minimize intrusion. The ndings suggest several avenues for future investigation. Enrollment is an issue which our investigation into eigen-based methods will address [58]. We are also conducting a thorough study of the number of heartbeats required for accurate veri cation and identi cation. These results will quantify the utility of ECG biometrics in high-volume, restricted access areas. Additional topics that merit further study include: r Characterization of the long-term (over years or decades) stability of cardiovascular biometric signatures

After you retrieve data from a database, place a copy of that data in the properties of an instance of a component, and then persist that instance over a long period of time, you run the risk of corrupting the integrity of your database data. Developers sometimes forget that they are not creating single-user applications and that other users may very well manipulate data at the same time that you are. The longer that you wait between retrieving and updating data from a database, the higher is the probability that another user may modify or delete that same data before you do. Implementing long-lived persistent components in high-transactional processes within your application is probably not a good idea for this very reason, unless you are creating new data.

The remainder of this chapter is optional, as nothing that you implement from this section has any effect whatsoever on the functionality of your components. The sole purpose of documenting components is to expose such documentation to the ColdFusion Component Browser, which is a useful tool that displays every detail about a component and its constituent parts in a graphical format.

r Investigation of the effects of diseases and medications on the cardiovascular signatures r Development of ef cient sensing procedures to support operational use of biometrics based on cardiovascular function

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