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In this paper, we revisit the D-iteration algorithm in order to betterexplain its connection to the Gauss-Seidel method and different performanceresults that were observed. In particular, we study here the practicalcomputation cost based on the execution runtime compared to the theoreticalnumber of iterations. We also propose an exact formula of the error forPageRank class of equations.

Revisiting the D-iteration method: from theoretical to practical computation cost