From c7a6ff7d0351ac30d2a1ed86b08b7fb1bd515c0a Mon Sep 17 00:00:00 2001 From: noah Date: Sat, 22 Apr 2023 20:32:45 -0500 Subject: [PATCH] Abstract --- Schrick-Noah_AG-CG-CR.aux | 12 ++- Schrick-Noah_AG-CG-CR.bbl | 31 +++++++- Schrick-Noah_AG-CG-CR.blg | 58 +++++++-------- Schrick-Noah_AG-CG-CR.log | 150 ++++++++++++++------------------------ Schrick-Noah_AG-CG-CR.pdf | Bin 76375 -> 80097 bytes Schrick-Noah_AG-CG-CR.tex | 12 +-- 6 files changed, 124 insertions(+), 139 deletions(-) diff --git a/Schrick-Noah_AG-CG-CR.aux b/Schrick-Noah_AG-CG-CR.aux index 690129e..7dfb919 100644 --- a/Schrick-Noah_AG-CG-CR.aux +++ b/Schrick-Noah_AG-CG-CR.aux @@ -31,13 +31,19 @@ \@writefile{toc}{\contentsline {section}{\numberline {III}Implementing C/R}{1}{section.3}\protected@file@percent } \@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {III-A}}Introduction to Intermediate Database Storage}{1}{subsection.3.1}\protected@file@percent } \@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {III-B}}Memory Constraint Difficulties}{1}{subsection.3.2}\protected@file@percent } -\@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {III-C}}Maximizing Performance with Intermediate Database Storage}{1}{subsection.3.3}\protected@file@percent } \bibdata{Bibliography} -\bibstyle{ieeetr} +\bibcite{cook_rage_2018}{1} +\bibcite{li_concurrency_2019}{2} +\bibcite{li_combining_2019}{3} +\bibcite{zhang_boosting_2017}{4} +\@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {III-C}}Maximizing Performance with Intermediate Database Storage}{2}{subsection.3.3}\protected@file@percent } \@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {III-D}}Portability}{2}{subsection.3.4}\protected@file@percent } \@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {III-E}}Implementation Approach}{2}{subsection.3.5}\protected@file@percent } \@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {III-F}}Implementation Challenges}{2}{subsection.3.6}\protected@file@percent } \@writefile{toc}{\contentsline {section}{\numberline {IV}Results}{2}{section.4}\protected@file@percent } \@writefile{toc}{\contentsline {section}{\numberline {V}Conclusion}{2}{section.5}\protected@file@percent } \@writefile{toc}{\contentsline {section}{References}{2}{section*.3}\protected@file@percent } -\gdef \@abspage@last{2} +\bibcite{ainsworth_graph_2016}{5} +\bibcite{berry_graph_2007}{6} +\bibstyle{ieeetr} +\gdef \@abspage@last{3} diff --git a/Schrick-Noah_AG-CG-CR.bbl b/Schrick-Noah_AG-CG-CR.bbl index 9b431fa..31409fe 100644 --- a/Schrick-Noah_AG-CG-CR.bbl +++ b/Schrick-Noah_AG-CG-CR.bbl @@ -1,3 +1,32 @@ -\begin{thebibliography}{} +\begin{thebibliography}{1} + +\bibitem{cook_rage_2018} +K.~Cook, {\em {RAGE}: {The} {Rage} {Attack} {Graph} {Engine}}. +\newblock PhD thesis, The {University} of {Tulsa}, 2018. + +\bibitem{li_concurrency_2019} +M.~Li, P.~Hawrylak, and J.~Hale, ``Concurrency {Strategies} for {Attack} + {Graph} {Generation},'' {\em Proceedings - 2019 2nd International Conference + on Data Intelligence and Security, ICDIS 2019}, pp.~174--179, 2019. + +\bibitem{li_combining_2019} +M.~Li, P.~Hawrylak, and J.~Hale, ``Combining {OpenCL} and {MPI} to support + heterogeneous computing on a cluster,'' {\em ACM International Conference + Proceeding Series}, 2019. + +\bibitem{zhang_boosting_2017} +J.~Zhang, S.~Khoram, and J.~Li, ``Boosting the performance of {FPGA}-based + graph processor using hybrid memory cube: {A} case for breadth first + search,'' {\em FPGA 2017 - Proceedings of the 2017 ACM/SIGDA International + Symposium on Field-Programmable Gate Arrays}, pp.~207--216, 2017. + +\bibitem{ainsworth_graph_2016} +S.~Ainsworth and T.~M. Jones, ``Graph prefetching using data structure + knowledge,'' {\em Proceedings of the International Conference on + Supercomputing}, vol.~01-03-June, 2016. + +\bibitem{berry_graph_2007} +J.~Berry and B.~Hendrickson, ``Graph {Analysis} with {High} {Performance} + {Computing}.,'' {\em Computing in Science and Engineering}, 2007. \end{thebibliography} diff --git a/Schrick-Noah_AG-CG-CR.blg b/Schrick-Noah_AG-CG-CR.blg index c07b109..7ecbb40 100644 --- a/Schrick-Noah_AG-CG-CR.blg +++ b/Schrick-Noah_AG-CG-CR.blg @@ -2,47 +2,45 @@ This is BibTeX, Version 0.99d (TeX Live 2023/Arch Linux) Capacity: max_strings=200000, hash_size=200000, hash_prime=170003 The top-level auxiliary file: Schrick-Noah_AG-CG-CR.aux The style file: ieeetr.bst -I found no \citation commands---while reading file Schrick-Noah_AG-CG-CR.aux Database file #1: Bibliography.bib -You've used 0 entries, +You've used 6 entries, 1876 wiz_defined-function locations, - 477 strings with 3504 characters, -and the built_in function-call counts, 20 in all, are: -= -- 0 -> -- 0 + 508 strings with 4595 characters, +and the built_in function-call counts, 1281 in all, are: += -- 124 +> -- 53 < -- 0 -+ -- 0 -- -- 0 -* -- 2 -:= -- 9 -add.period$ -- 0 -call.type$ -- 0 -change.case$ -- 0 ++ -- 20 +- -- 14 +* -- 83 +:= -- 201 +add.period$ -- 7 +call.type$ -- 6 +change.case$ -- 5 chr.to.int$ -- 0 -cite$ -- 0 -duplicate$ -- 0 -empty$ -- 1 -format.name$ -- 0 -if$ -- 1 +cite$ -- 6 +duplicate$ -- 68 +empty$ -- 123 +format.name$ -- 14 +if$ -- 303 int.to.chr$ -- 0 -int.to.str$ -- 0 -missing$ -- 0 -newline$ -- 3 -num.names$ -- 0 -pop$ -- 0 +int.to.str$ -- 6 +missing$ -- 5 +newline$ -- 22 +num.names$ -- 6 +pop$ -- 19 preamble$ -- 1 purify$ -- 0 quote$ -- 0 -skip$ -- 1 +skip$ -- 35 stack$ -- 0 -substring$ -- 0 -swap$ -- 0 +substring$ -- 64 +swap$ -- 22 text.length$ -- 0 text.prefix$ -- 0 top$ -- 0 type$ -- 0 warning$ -- 0 -while$ -- 0 -width$ -- 0 -write$ -- 2 -(There was 1 error message) +while$ -- 12 +width$ -- 7 +write$ -- 55 diff --git a/Schrick-Noah_AG-CG-CR.log b/Schrick-Noah_AG-CG-CR.log index f99d1eb..6b747ea 100644 --- a/Schrick-Noah_AG-CG-CR.log +++ b/Schrick-Noah_AG-CG-CR.log @@ -1,4 +1,4 @@ -This is pdfTeX, Version 3.141592653-2.6-1.40.25 (TeX Live 2023/Arch Linux) (preloaded format=pdflatex 2023.4.3) 6 APR 2023 15:09 +This is pdfTeX, Version 3.141592653-2.6-1.40.25 (TeX Live 2023/Arch Linux) (preloaded format=pdflatex 2023.4.3) 22 APR 2023 20:22 entering extended mode restricted \write18 enabled. %&-line parsing enabled. @@ -113,9 +113,7 @@ LaTeX Font Info: Font shape `OT1/ptm/bx/it' in size <24> not available \IEEEPARstartletwidth=\dimen163 \c@IEEEbiography=\count199 \@IEEEtranrubishbin=\box52 -) -** ATTENTION: Overriding command lockouts (line 2). -(/usr/share/texmf-dist/tex/latex/cite/cite.sty +) (/usr/share/texmf-dist/tex/latex/cite/cite.sty LaTeX Info: Redefining \cite on input line 302. 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py4u~Yw>5|+gYk&qEI~s5zqciMQ~(MEg;zj;ADNc+vx+qGe*oOKkj(%9 diff --git a/Schrick-Noah_AG-CG-CR.tex b/Schrick-Noah_AG-CG-CR.tex index eb528f4..e3161b2 100644 --- a/Schrick-Noah_AG-CG-CR.tex +++ b/Schrick-Noah_AG-CG-CR.tex @@ -1,6 +1,4 @@ \documentclass[conference]{IEEEtran} -\IEEEoverridecommandlockouts -% The preceding line is only needed to identify funding in the first footnote. If that is unneeded, please comment it out. \usepackage{cite} \usepackage{amsmath,amssymb,amsfonts} \usepackage{algorithmic} @@ -44,20 +42,18 @@ peter-hawrylak@utulsa.edu} \maketitle \begin{abstract} -This document is a model and instructions for \LaTeX. -This and the IEEEtran.cls file define the components of your paper [title, text, heads, etc.]. *CRITICAL: Do Not Use Symbols, Special Characters, Footnotes, -or Math in Paper Title or Abstract. + Attack graphs and compliance graphs are graphical representations of systems used to analyze their standings in regards to cybersecurity or compliance postures. These graphs are designed to examine all permutations and combinations of changes that can occur to systems, and represent those changes through the topological information of the resulting graph. Due to their exhaustive nature, these graphs are often large-scale. Various efforts have shown success in the parallelization and generation deployment on High-Performance Computing (HPC) systems. Despite the additional compute power that HPC systems provide, these large-scale graphs still posses lengthy runtimes and require large amounts of system memory to fully contain the resulting graph. This work presents a Checkpoint/Restart (C/R) implementation specific to attack and compliance graphs that aims to provide fault-tolerance and memory relief throughout the generation process. This implementation has been designed to be built within the graph generation source code, and provides a lightweight alternative to other C/R implementations. The results indicate that this implementation is successful at providing fault-tolerance and memory relief while having low impact to the generation process and to the source code. \end{abstract} \begin{IEEEkeywords} Attack Graph; Compliance Graph; MPI; High-Performance Computing; Checkpoint/Restart; \end{IEEEkeywords} -\section{Introduction} +\section{Introduction} \label{sec:Intro} -\section{Related Work} +\section{Related Work} \label{sec:Rel-Works} -\section{Implementing C/R} +\section{Implementation} \subsection{Introduction to Intermediate Database Storage} Chapter 2 and the author of \cite{cook_rage_2018} discuss the challenges of attack graph generation in regards to its scalability. Specifically, the author of \cite{cook_rage_2018} displays results from generations based on 11 assets and 11 exploits that lead to 14,200 total states. Generating an attack or compliance graph based on a large network with a multitude of assets and involving a more thorough exploit or compliance violation checking will prevent the entire graph from being stored in memory as originally designed. This Section discusses the challenges of graph generation in regards to memory, and a solution through the implementation of intermediate database storage.