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5.4.1.1 Content Size Figure 5.2 shows the cumulative distribution function (CDF) of the reply message sizes. We make the following observations: 1. Most of the replies are small: 98% of wireless client replies are below 3 kB (kilobytes) and 99% of of ine user replies are below 6.3 kB. This indicates that the Web server for mobile clients should be optimized for sending short replies. In particular, the TCP slow start procedure to probe available network bandwidth usually takes several roundtrips; this approach is inef cient for sending small les. Previous proposals on optimizing TCP for short Web transfers [25,33] can be very bene cial for sending wireless. 2. The replies for desktop clients are larger than those for wireless clients; desktops clients are used for personalization and signup activity and these pages are relatively bigger. 3. A signi cant fraction of bytes are sent in large replies, e.g., 80% of the total bytes are sent in the replies that contain 10 kB or more.

p(x, y) . p(x)p(y)

devices nearby in residences and of ce buildings couple back through the TV set into the CATV system in the upstream direction. This type of noise is predominant in the lower frequencies, that band from 5 MHz to 30 MHz that carries the upstream signals. As frequency increases, ingress noise intensity decreases. Fiber-optic links in an HFC con guration provide some isolation.

perspectives: a counterfactualist de nition of cause and effect; an emphasis on underlying generative mechanisms; and an explicit representation of the probabalistic nature of causal relations (Mark, Henry, & Julnes, 2000) Subsequent sections shall deal with how these three perspectives can inform evaluation practice The Counterfactualist De nition of Cause and Effect Imagine that we are interested in the effect of a freshman orientation program on the drinking behavior of a new college student named Bob (cf Schroeder & Prentice, 1998) We want to answer the question, Did participation in the freshman orientation program cause Bob to drink less alcohol A number of philosophers (eg, Mackie, 1974) and methodologists (eg, Mohr, 1995; Reichardt & Mark, 1998; Rubin, 1974; Shadish, Cook, & Campbell, 2002) suggested that a counterfactualist perspective is needed to answer this question and, more generally, to de ne causation.

A number of techniques are used to activate the emotional salience of schemas and to link them with earlier developmental experiences that give the schema both personal significance and a personal historical context. These techniques are described below.

Inside the Gateway Function module, the Device Agent interacts with the Device Discovery Module to exchange information on device availability and device communication failures as possible indication of device unavailability. The complete encapsulation will also support the utilisation of the Device Agent code outside the main framework on the portal device, for instance inside the remote agent application used to access devices which have a physical connections on speci c sever hosts. Figure 5.4 shows the difference between a local device agent and a remote one: as an example an audio agent has been used in the gure. The local agent will play the audio le, retrieved from the audio content server through the network, using local resources of the portal device (i.e. the local speaker). When a remote audio device is discovered and is chosen by the user (automatically or explicitly, depending on the context), the play request is sent by the portal device to the remote agent application, supplying the URL of the audio le (not the contents). The remote agent will retrieve the audio le through the network and then play it using the available resource (e.g. the speakers of a car or the media-centre at home). 5.1.4 Application Interface 5.1.4.1 Overview The Modality Function and the Gateway Function have been designed with the assumption that both multimodality functionalities and the user mobile applications are executed on the terminal side. Although the applications are therefore physically close to the multimodal interface implementation, decoupling of multimodal functionalities and the mobile applications is one of the target requirements. In this way, mobile applications can use multimodality

We can of course observe that Bob participated in the program and also measure, at some subsequent point in time, how often and how much he drinks According to the counterfactualist perspective, to know whether the freshman orientation program caused Bob to drink less we would also need to know whether Bob would have consumed more alcohol than he in fact did after participating in the program if Bob had not participated in the program and everything else had been just the same More generally, we can de ne an effect, and by implication a cause, as follows: The effect of causal state A (eg, participating in the program), as compared to causal state B (eg.