\documentclass[sigconf]{acmart} %\documentclass{vldb} \settopmatter{printacmref=false} \setcopyright{none} \usepackage{hyperref} \usepackage[a-1b]{pdfx} \usepackage{booktabs} % For formal tables \usepackage{xspace} \usepackage[utf8]{inputenc} \usepackage{stmaryrd} \usepackage{balance} % for \balance command ON LAST PAGE (only there!) \usepackage{cleveref} \usepackage{pifont} \usepackage{todonotes} \usepackage{setspace} \usepackage{balance} \usepackage[noend]{algpseudocode} \usepackage{algorithm} \usepackage{subcaption} \usepackage{minted} \usepackage{multirow} \usepackage{colortbl} \newcommand{\trimfigurespacing}{\vspace*{-5mm}} \newcommand{\OK}[1]{\todo[backgroundcolor=blue!25]{\tiny \textbf{Oliver says:} #1}} \newcommand{\BG}[1]{\todo[backgroundcolor=red!25]{\tiny \textbf{Boris says:} #1}} \newcommand{\BGI}[1]{\todo[backgroundcolor=red!25,inline]{\textbf{Boris says:} #1}} \newcommand{\ND}[1]{\todo[backgroundcolor=green!25]{\tiny \textbf{Nachiket says:} #1}} \definecolor{PineGreen}{HTML}{007B62} \definecolor{Purple} {HTML}{99479B} \definecolor{NavyBlue} {HTML}{006EB8} \definecolor{BrickRed} {HTML}{B6321C} \definecolor{Black} {HTML}{000000} \newminted{python}{linenos,frame=single,numbersep=3pt,fontsize=\footnotesize} % \newcommand{\reva}[1]{\textcolor{Black}{#1}} % \newcommand{\revb}[1]{\textcolor{Black}{#1}} % \newcommand{\revc}[1]{\textcolor{Black}{#1}} % \newcommand{\revm}[1]{\textcolor{Black}{#1}} \input{preamble} \newtheorem{example}{Example} \newtheorem{definition}{Definition} \newcommand{\systemname}{Workbook\xspace} \newcommand{\TheTitle}{Runtime Provenance Refinement for Notebooks} \pagestyle{plain} \AtBeginDocument{% \providecommand\BibTeX{{% \normalfont B\kern-0.5em{\scshape i\kern-0.25em b}\kern-0.8em\TeX}}} \begin{CCSXML} 10011007.10011006.10011041.10011048 Software and its engineering~Runtime environments 300 10002951.10002952.10002953.10010820.10003623 Information systems~Data provenance 500 \end{CCSXML} \ccsdesc[300]{Software and its engineering~Runtime environments} \ccsdesc[500]{Information systems~Data provenance} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % ACM COPYRIGHT \copyrightyear{2022} \acmYear{2022} \setcopyright{rightsretained} \acmConference[TaPP'22]{14th International Theory and Practice of Provenance}{June 17, 2022}{Philadelphia, PA, USA} \acmBooktitle{14th International Theory and Practice of Provenance (TaPP'22), June 17, 2022, Philadelphia, PA, USA} \acmDOI{10.1145/3530800.3534535} \acmISBN{978-1-4503-9349-2/22/06} \begin{document} \fancyhead{} \title{\TheTitle} \author{Nachiket Deo} \affiliation{% \institution{University of Connecticut} nachiket.deo@uconn.edu } \author{Boris Glavic} \affiliation{% \institution{Illinois Institute of Technology} bglavic@iit.edu } \author{Oliver Kennedy} \affiliation{% \institution{University at Buffalo} okennedy@buffalo.edu } % The default list of authors is too long for headers. % \renewcommand{\shortauthors}{Spoth, Xie et al.} % % The code below should be generated by the tool at % http://dl.acm.org/ccs.cfm % Please copy and paste the code instead of the example below. % % \keywords{JSON Schemas, Independence, Markov Models} \begin{abstract} \input{sections/abstract.tex} \end{abstract} \maketitle \section{Introduction} \label{sec:introduction} \input{sections/introduction.tex} % \subsection{Problem Statement} % \label{sec:problem} % \input{sections/problem} \section{Runtime Provenance Refinement} \label{sec:approx-prov} \input{sections/approx-prov} \section{Isolated Cell Execution} \label{sec:isolation} \input{sections/isolation} \section{Scheduler} \label{sec:scheduler} \input{sections/scheduler} \section{Jupyter Import} \label{sec:import} \input{sections/import} \section{Implementation} \label{sec:experiments} \input{sections/experiments} \section{Related Work} \label{sec:related} \input{sections/related} \section{Conclusions} \label{sec:conclusions} \input{sections/conclusions} % \paragraph{Acknowledgements} % \label{sec:acknowledgements} % \input{sections/acknowledgements.tex} \bibliographystyle{abbrv} \balance \bibliography{main} \end{document}