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Other models consider transfers as part of computation time, such as [70].
MALAWSKI et al., 2012 Algorithm does not consider the size of input data; transfer time is part of computation.
At that point in time, he regarded logical irreversibility as an essential part of computation and believed this was responsible for a necessary minimum heat generation in information processing.
The authors complement by stating that data is stored in a shared cloud storage system and that intermediate data transfer times are included in task run times – transfer time is modeled as part of computation time.
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Future developments we are working include: testing the algorithm on large-scale networks, develop a full distributed self-stabilizing version exploiting the fact that major part of computations are made in a local manner and finally adapt the approach for K-partite and for multiplex networks [28].
Since the AFD and the proposed algorithm use the same matrix inverse operations, which consist of the most significant part of the computation, to compute the gradient of the objective values, both algorithms have similar computational complexity O(m 3) in each of the iterations (refer to [28]).
GPUs accelerate this part of the computation one order of magnitude thus reducing overall computation time by 50%.
Part of the computation was performed on the Computing Platform of the Center for Life Science, Peking University.
In particular, we take advantage of single-instruction, multiple-data (SIMD) parallelism inherent in the force calculation to accelerate that part of the computation using FMA or SSE vector instructions.
The largest part of the computation to evaluate the dual function is the calculation of G k, n, s + which has to be done for each subchannel and each possible SDMA set.
Part of the computation was performed on the cluster at the Vital-IT computing center, Lausanne.
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