Task Re Sample Clauses

Task Re allocation‌ Task re-allocation means that a task which has been allocated a resource is re-assigned to another resource, and this can be implemented by a Grid scheduler with an appro- priate intelligence capacity and policy. For example, this might be necessary in order to balance the load on resources e.g., if one computational node is overloaded, then the task which causes this overload might be migrated to another resource [58]. Task re-allocation may be also decided by a Grid scheduler in the case when the currently allocated resources do not perform effectively [133]. There are a number of studies where task re-allocation proves to be effective for advance resource reservation in a Grid [134, 135]. Advance resource reservation is when resources are allocated for a task to start execution at some point in the future. As a result of advance resource reserva- tion, some space and time gaps might appear after new tasks request specific advance reservations. In this way, it becomes reasonable to re-allocate previously allocated tasks in order to avoid such gaps in the schedule, considering new tasks’ requests. However, Xxxxxx and Belabbas [58] point out that dynamic task assignment might lead to overhead for a Grid system in terms of storing and monitoring the states of resources. Xxxx and Xxxxxxxxxxx [24] also warn about a communication cost of task migration and computational cost of schedule re-computation. In this case, some work [136, 137] intends to avoid task re-allocation by estimating resource availability in advance, based on its past state transitions from being available to any other states, including an unavailable state. In this way, it is possible to predict whether a task will be successfully completed within a particular time frame. However, if a task is near-continuous over time and it has to be executed for as long as possible without interruptions, then the possibility that such prediction will not be accurate increases, as discussed in Section 2.4.2. In addition, all the work on task re-allocation mentioned above assumes that a Grid scheduler can find a resource for a task to migrate to if necessary, but not what happens if there are no available resources. A conclusion is that the discussed research is limited to a Grid scheduler’s decision making without a significant impact from the side of a client, because a client, for example, may authorise Grid to stop one of its tasks in order to run others effectively. A Grid scheduler may no...
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