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authorCarlo Zancanaro <carlo@pc-4w14-0.cs.usyd.edu.au>2012-05-25 13:25:19 +1000
committerCarlo Zancanaro <carlo@pc-4w14-0.cs.usyd.edu.au>2012-05-25 13:25:19 +1000
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+all:
+ pdflatex main.tex
+ bibtex main
+ pdflatex main.tex
+ pdflatex main.tex
+
+clean:
+ rm -f *.bbl *.aux *.blg *.log *.pdf *.out
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+\documentclass{article}
+
+\usepackage[a4paper]{geometry}
+\usepackage{hyperref}
+\usepackage{amsmath}
+
+\title{INFO5993 \\ Research outline}
+\author{Carlo Zancanaro}
+
+\begin{document}
+\maketitle
+
+\section{Introduction}
+
+As my research contribution I intend to implement an algorithm presented in
+\cite{gawlitza} for solving systems of fixpoint-equations for their least
+solutions. I will then utilise this algorithm for the implementation of a static
+analysis pass, interpreting program semantics over zones, within the LLVM
+compiler framework. Finally I will be evaluating this new technique to determine
+whether it is of practical use in real-world static analysis.
+
+\section{Technologies}
+
+My implementation will be provided in the {\tt C++} programming language, as it
+is the language in which LLVM has been written. It will primarily be designed to
+analyse programs written in the {\tt C} language.
+
+At the conclusion of my thesis I will have an implementation of the above
+algorithm implemented as an LLVM optimisation/analysis pass. This will plug in
+to the LLVM/Clang static-analysis framework in order to leverage the significant
+work that has been done on the LLVM project. This will also mean that I do not
+have to write a complete parser for the {\tt C} programming language (which
+would no doubt be a long and error-prone operation).
+
+\section{Evaluation}
+
+To evaluate the algorithm I will be investigating two factors: execution time
+and analysis range.
+
+\subsection{Execution time}
+
+Given the increased precision of results provided by the above algorithm I will
+be interested in determining the runtime performance of the algorithm. Static
+analysis is traditionally a slow process and so any speed-gains which can be
+made will be especially beneficial to real world applications. This will also
+mean that my optimisations must be especially aggressive to ensure that there is
+no missed opportunity for speed gains to be made.
+
+\subsection{Analysis range}
+
+In the above algorithm there is a trade-off made wherein we sacrifice the
+generality of the algorithm to provide more precise results. An important factor
+in the utility of this algorithm will be whether it is applicable to the
+majority of real-world code. The restrictions in the paper seem to be general
+enough to encompass a large amount of existing code, but it remains to be shown
+empirically whether this is the case.
+
+\section{Conclusion}
+
+My thesis will consist of implementing and evaluating a new approach to
+fixpoint-iteration in order to perform abstract interpretation over zones for
+the verification of program invariants. This implementation will be done within
+the LLVM-compiler framework. The evaluation will particularly consider factors
+of execution time and analysis range of the algorithm.
+
+\bibliographystyle{abbrv}
+\bibliography{references.bib}
+\end{document}
diff --git a/tex/outline/references.bib b/tex/outline/references.bib
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+@article{DBLP:tr/trier/MI96-11,
+ author = {Christian Fecht and
+ Helmut Seidl},
+ title = {An Even Faster Solver for General Systems of Equations},
+ journal = {Universit{\"a}t Trier, Mathematik/Informatik, Forschungsbericht},
+ volume = {96-11},
+ year = {1996},
+ bibsource = {DBLP, http://dblp.uni-trier.de}
+}
+@inproceedings{CousotCousot77-1,
+ author = {Cousot, P{.} and Cousot, R{.}},
+ title = {Abstract interpretation: a unified lattice model for static
+ analysis of programs by construction or approximation of
+ fixpoints},
+ pages = {238--252},
+ booktitle = {Conference Record of the Fourth Annual ACM SIGPLAN-SIGACT
+ Symposium on Principles of Programming Languages},
+ address = {Los Angeles, California},
+ publisher = {ACM Press, New York, NY},
+ year = 1977,
+}
+@article{mine:hosc06,
+ author = {Min\'e, A{.}},
+ title = {The Octagon Abstract Domain},
+ journal = {Higher-Order and Symbolic Computation},
+ editor = {O. Danvy},
+ publisher = {Springer},
+ year = {2006},
+ volume = {19},
+ number = {1},
+ pages = {31--100},
+ note = {\url{http://www.di.ens.fr/~mine/publi/article-mine-HOSC06.pdf}}
+}
+@inproceedings{mine:padoII,
+ author = {Min\'e, A{.}},
+ title = {A New Numerical Abstract Domain Based on Difference-Bound Matrices},
+ booktitle = {Proc. of the 2d Symp. on Programs as Data Objects (PADO II)},
+ series = {Lecture Notes in Computer Science},
+ year = {2001},
+ month = {May},
+ pages = {155--172},
+ volume = {2053},
+ publisher = {Springer},
+ location = {Aarhus, Danemark},
+ note = {\url{http://www.di.ens.fr/~mine/publi/article-mine-padoII.pdf}}
+}
+@inproceedings{DBLP:conf/vmcai/SankaranarayananSM05,
+ author = {Sriram Sankaranarayanan and
+ Henny B. Sipma and
+ Zohar Manna},
+ title = {Scalable Analysis of Linear Systems Using Mathematical Programming},
+ booktitle = {VMCAI},
+ year = {2005},
+ pages = {25-41},
+ ee = {http://dx.doi.org/10.1007/978-3-540-30579-8_2},
+ bibsource = {DBLP, http://dblp.uni-trier.de}
+}
+@inproceedings{Dor:2001:CCS:647170.718291,
+ author = {Dor, Nurit and Rodeh, Michael and Sagiv, Shmuel},
+ title = {Cleanness Checking of String Manipulations in C Programs via
+ Integer Analysis},
+ booktitle = {Proceedings of the 8th International Symposium on Static
+ Analysis},
+ series = {SAS '01},
+ year = {2001},
+ isbn = {3-540-42314-1},
+ pages = {194--212},
+ numpages = {19},
+ url = {http://dl.acm.org/citation.cfm?id=647170.718291},
+ acmid = {718291},
+ publisher = {Springer-Verlag},
+ address = {London, UK, UK},
+}
+@INPROCEEDINGS{Yovine98modelchecking,
+ author = {Sergio Yovine},
+ title = {Model checking timed automata},
+ booktitle = {In European Educational Forum: School on Embedded
+ Systems},
+ year = {1998},
+ pages = {114--152},
+ publisher = {Springer-Verlag}
+}
+@article{gawlitza,
+ author = {Thomas Martin Gawlitza and Hemut Seidl},
+ title = {Abstract Interpretation over Zones without Widening}
+}