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And with an increase in networks' size and complexity, the computation workload is assigned to computers.
However, increasing the grid resolution also increases the computation workload.
The utilization of this fine grid requires a significant amount of computation workload to depict this combustion.
The disadvantage of this arbitrary location configuration is that it will increase the computation workload of the estimation algorithm.
Furthermore, the computation workload of the present explicit projection method is much less than the implicit algorithm in [5] at each iteration step.
The M-MPC framework enables the optimization for the two steps to be implemented jointly rather than to be separated factitiously, and its computation workload is acceptable for the usually low-power processors onboard spacecraft.
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The new offering is designing for EC2 clients that have complex computation workloads with large amounts of data, such as financial services.
Moreover, the double-loop optimization problem is transformed into a series of approximate deterministic problems by incorporating the sequential approximate programming and the iteration scheme, which greatly reduces the burdensome computation workloads in seeking the optimal design.
Using parallel computing to decompose the computational workload to accelerate the execution time, the message passing interface (MPI) paradigm is well suited for handling computations when a task is divided into subtasks.
Another benefit of using probe-based communication is that most computation is local, such that the centralized computing workload (Lines 5-11 in Algorithm 7) could be reduced.
We observe that the computational workload on the vertices may be unbalanced: the computation on a vertex may be more expensive than on another because it has a larger search space.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com