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As these tasks are independent, they can be approached as a bag of tasks.
x o.... x.. [41] Bag of tasks, time and cost x.
To evaluate the performance and volatility tolerance, we present experiment results for bag of tasks applications and message passing applications.
Generally DGs are well-suited to so-called embarrassingly parallel, or "bag of tasks", computations [24], since nodes communicate only with the server and not with each other.
Environments for computing workload intensive applications use in general the bag of tasks execution model conceiving an application as composed of independent parallel tasks.
Scheduling bag of tasks has been extensively studied and many algorithms exist, derived from heuristic [46], list scheduling [20] or metaheuristic optimization approaches [30].
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Example of a bag-of-tasks application structuring.
Bag-of-tasks applications are composed of a set of independent tasks.
The primary goal of the bag-of-tasks application scheduling is to minimize the makespan.
As exemplified in Figures 2 and 3, the two major application structuring patterns are bag-of-tasks and workflow.
Finally, a considerable limitation of existing VC systems is their focus on bag-of-tasks applications, with little or no communication and without dependencies between the tasks.
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