Iterative computation Compute phase For each computing node, sequentially compute the maximal cliques of its assigned subgraphs by the GP or hybrid algorithm; Shuffle phase Evenly reshuffle all the intermediate subgraphs across the nodes; .
In this paper, we address the design of a communication library which particularly targets distributed iterative computing, including randomly executed asynchronous iterations.
The k-means clustering was chosen here not only because of its popularity, but also due to the various dimensions of complexity involved with the algorithm such as being iterative, compute-intensive, and having the ability to parallelize some of the computations.
The accumulator register keeps the result from the accumulator supporting iterative computing.
Extensive experiments with an existing MPI-based scientific application validate both the proposed MPI-like programming framework and design options to achieve best performances of asynchronous iterative computing.
Focusing on the computing speed of the practical machine learning based human detection system at the testing (detecting) stage to reach the real-time requirement in an embedded platform, the idea of iterative computing HOG with FPGA circuit design is proposed.
Secondly, because the similarities between diseases and symptoms indicate different degree of correlations, the similarities between symptoms and diseases could be systematically utilized to improve the iterative computing procedures of random walk related network inference methods.
Specifically, iterative methods compute reconstructions by solving the linear system iteratively, reducing the projection error in some vector norm in each iteration.
We consider the iterative scheme computing by the hybrid method (some authors call the CQ-method).
By iterative numerical computing, we solve this sparseland-prior reconstruction model, and acquire a sparsity-preferred interpolated frame.
In this section, we consider the modified Ishikawa iterative scheme computing by the CQ hybrid method [13 15].
