From a422ef09fdc591962bf8716880df69ec0ee240d8 Mon Sep 17 00:00:00 2001 From: noah Date: Thu, 6 Apr 2023 16:34:11 -0500 Subject: [PATCH] Abstract --- Schrick-Noah_MPI-Tasking.aux | 10 ++++---- Schrick-Noah_MPI-Tasking.log | 46 +++++++++++++++-------------------- Schrick-Noah_MPI-Tasking.pdf | Bin 1044147 -> 1046533 bytes Schrick-Noah_MPI-Tasking.tex | 2 +- 4 files changed, 25 insertions(+), 33 deletions(-) diff --git a/Schrick-Noah_MPI-Tasking.aux b/Schrick-Noah_MPI-Tasking.aux index 2b2e711..483179a 100644 --- a/Schrick-Noah_MPI-Tasking.aux +++ b/Schrick-Noah_MPI-Tasking.aux @@ -56,12 +56,12 @@ \@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {III-A}}Serialization}{2}{subsection.3.1}\protected@file@percent } \@writefile{toc}{\contentsline {section}{\numberline {IV}Implementation of the Tasking Approach}{2}{section.4}\protected@file@percent } \newlabel{sec:Tasking-Approach}{{IV}{2}{Implementation of the Tasking Approach}{section.4}{}} -\@writefile{toc}{\contentsline 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\@writefile{lof}{\contentsline {figure}{\numberline {5}{\ignorespaces Task 1 to Task 2 Communication, Case 2}}{4}{figure.5}\protected@file@percent } \newlabel{fig:Task1-Case2}{{5}{4}{Task 1 to Task 2 Communication, Case 2}{figure.5}{}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {\mbox {IV-C}3}Task 2}{4}{subsubsection.4.3.3}\protected@file@percent } \@writefile{toc}{\contentsline {subsubsection}{\numberline {\mbox {IV-C}4}Task 3}{4}{subsubsection.4.3.4}\protected@file@percent } \newlabel{sec:T4T5}{{\mbox {IV-C}5}{4}{Task 4 and Task 5}{subsubsection.4.3.5}{}} \@writefile{toc}{\contentsline {subsubsection}{\numberline {\mbox {IV-C}5}Task 4 and Task 5}{4}{subsubsection.4.3.5}\protected@file@percent } @@ -111,8 +111,6 @@ \newlabel{fig:Tasking-RT}{{10}{8}{MPI Tasking Approach Runtime Results}{figure.10}{}} \@writefile{lof}{\contentsline {figure}{\numberline {11}{\ignorespaces Results for the MPI Tasking Approach in Terms of Speedup}}{8}{figure.11}\protected@file@percent } 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\maketitle \begin{abstract} - +Large-scale attack and compliance graphs can be used for detecting, preventing, and correcting cybersecurity or compliance violations with a system or set of systems. However, as modern-day networks expand in size, and as the number of possible exploits and regulation mandates increase, large-scale attack and compliance graphs can seldom be feasibly generated through serial means. This work presents a parallelized generation process that leverages Message-Passing Interface (MPI) for distributed computing. A task parallelism approach was implemented that includes compatibility for a hybrid MPI-OpenMPI graph generation. This approach was deployed on a High-Performance Computing (HPC) system where a large amount of performance data was collected to capture and conduct a comprehensive analysis on the approach. This work discusses the need for this approach, describes the design process and experimental setup, and illustrates the success that was obtained through speedup and efficiency metrics. \end{abstract} \begin{IEEEkeywords}