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53<br />

If the mutation rate is chosen to be 2%, only 2% of the genes are swapped their<br />

contents with others.<br />

3.7 The System <strong>for</strong> Experiment<br />

The Globus Toolkit 2.2 is used as middleware to develop our grid computing<br />

environment [7, 8]. This section presents the main steps <strong>for</strong> installing and setting up<br />

this environment.<br />

An Ethernet LAN and three Intel Pentium machines were used to build the grid<br />

environment. Redhat Linux 9.0 and Globus Toolkit 2.2 were installed and set up. In<br />

Figure 3-23, we present this environment with the host names and functions of each<br />

machine.<br />

m2.kmitnb.ac.th<br />

m1.kmitnb.ac.th<br />

Output<br />

Jobs<br />

- Globus client<br />

- J2sdk1.4, Java Cog Kit 1.1<br />

- MySQL 4.0<br />

m3.kmitnb.ac.th<br />

- Centralized course<br />

scheduling program<br />

- Decentralized course<br />

scheduling program<br />

- Globus server<br />

- GIIS, GRIS<br />

- CA<br />

- NTP server<br />

- Decentralized course<br />

scheduling program<br />

- Globus server<br />

- GRIS<br />

FIGURE 3-23 Hardware and software <strong>for</strong> each machine<br />

The host names are m1, m2 and m3. The machines should have a clock speed of<br />

at least 500 Mhz, at least 128 MB of memory and at least an 8 GB hard drive.<br />

We will configure the Monitoring and Discovery Service (MDS) to have one<br />

Grid In<strong>for</strong>mation Index Service (GIIS) on machine m2, which collects the data<br />

reported by the Grid Resource In<strong>for</strong>mation Servers (GRIS) on all the machines,<br />

shown in Figure 3-24.<br />

The GRIS servers send in<strong>for</strong>mation about their respective servers to the GIIS.<br />

We will use this to find the available machines. The user will be able to query the

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