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Within the computational study of swarm intelligence, individual organisms have included ants, bees, wasps, termites, fish (in schools) and birds (in flocks) Within these swarms, individuals are relatively simple in structure, but their collective behavior can become quite complex For example, in a colony of ants, individuals specialize in one of a set of simple tasks Collectively, the actions and behaviors of the ants ensure the building of optimal nest structures, protecting the queen and larva, cleaning nests, finding the best food sources, optimizing attack strategies, etc The global behavior of a swarm of social organisms therefore emerges in a nonlinear manner from the behavior of the individuals in that swarm: Thus, there exists a tight coupling between individual behavior and the behavior of the entire swarm The collective behavior of individuals shapes and dictate the behavior of the swarm.

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It is only necessary to make backups of whatever special configuration files have been modified locally Sites which use cfengine can simply allow cfengine to reconstruct local modifications after an OS installation In any event, if we have followed the principle of separating operating system from local modifications, this is no problem at all Similar remarks can be made about other software Commercial software is now sold on CD-ROM and is trivial to re-install (remember only to keep a backup of license keys) For freely available software, there are already many copies and mirrors at remote locations by virtue of the Internet For convenience, a local source repository can also be kept, to speed up recovery in the case of an accident.

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In the unlikely event of every host being destroyed simultaneously, downloading the software again from the network is the least of your worries! Reconstructing a system from source rather than from backup has never been easier than now Moreover, a policy of not backing up software which is easily accessible from source,.

On the other hand, the behavior of the swarm determines the conditions under which an individual performs actions These actions may change the environment, and thus the behaviors of that individual and its peers may also change The conditions as determined by the swarm's behavior include spatial or temporal patterns The behavior of a swarm is not determined just by the behavior of individuals, independently from other individuals Instead, the interaction among individuals plays a vital role in shaping the swarm's behavior Interaction among individuals aids in refining experiential knowledge about the environment, and enhances the progress of the swarm toward optimality The interaction, or cooperation, among individuals is determined genetically or through social interaction Anatomical differences may,.

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can make a considerable saving in the volume of backup space required, at the price of more work in the event of accident. In the end this is a matter of policy. It should be clear that user data must have maximum priority for backup. This is where local creativity manifests itself; these are the data which form your assets. 9.5.2 Loss of Service

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Loss of service might be less permanent than the loss of data, but it can be just as debilitating Downtime costs money for businesses and wastes valuable time in academia The basic source of all computing power is electricity Loss of electrical power can be protected against, to a limited extent, with an Uninterruptible Power Supply'(UPS) This is not an infallible security, but it helps to avoid problems due to short breaks in the power UPS solutions use a battery backup to keep the power going for a few hours when power has failed When the battery begins to run down, they can signal the host so as to take it down in a controlled fashion, thus minimizing damage to disks and data Investing in a UPS for an important server could be the best thing one ever does.

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