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Using Locality of Flow in Dataflow Analyses

Ravindra, DV (2003) Using Locality of Flow in Dataflow Analyses. In: First Asian Symposium on Programming Languages and Systems: APLAS 2003(Lecture Notes in Computer Science), 27-29 November 2003, Beijing , China, Vol.2895, 141-158.

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Abstract

Dataflow analysis using specifications which are not expressible as uni-directional analyses have found limited use in practice inspite of the fact that they can be shorter and more comprehensible than a corresponding decomposition. This is largely due to the fact that straightforward iterative algorithms on such analyses have non-linear time complexity in the size of the control flowgraph. In this paper, we unify the traditional classes of uni-directional and bidirectional analyses into a more natural class of local flow analyses. The dataflow equations for this class can be compactly encoded as matrixvector equations on a path-algebra. We then use methods from pathalgebra to derive efficient algorithms for solving the set of equations. In the best case, we can achieve the efficiency of uni-directional analyses. Otherwise, we can decrease the complexity of the analysis as compared with a generic iterative analysis.

Item Type: Conference Paper
Additional Information: Copyright of this article belongs to Springer.
Department/Centre: Division of Electrical Sciences > Computer Science & Automation (Formerly, School of Automation)
Date Deposited: 30 Nov 2007
Last Modified: 19 Sep 2010 04:36
URI: http://eprints.iisc.ernet.in/id/eprint/10168

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