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2015 IEEE

15th International Working Conference on Source Code Analysis

and Manipulation (SCAM)

Proceedings

Michael Godfrey, David Lo, and Foutse Khomh

September 27-28, 2015 Bremen, Germany

Sponsors: IEEE, IEEE Computer Society, TCSE,

Grammatech, Microsoft Research

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2015 IEEE 15th International Working Conference on Source Code Analysis and Manipulation (SCAM)

IEEE Catalog Number: CFP15SRC-ART ISBN: 978-1-4673-7529-0

Copyright and Reprint Permission:

Abstracting is permitted with credit to the source. Libraries are permitted to photocopy beyond the limit of U.S.

copyright law for private use of patrons those articles in this volume that carry a code at the bottom of the first page, provided the per-copy fee indicated in the code is paid through Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA 01923. For other copying, reprint or republication permission, write to IEEE Copyrights Manager, IEEE Operations Center, 445 Hoes Lane, P.O. Box 1331, Piscataway, NJ 08855-1331.

All rights reserved.

Copyright c 2015 by the Institute of Electrical and Electronics Engineers

Production:

Conference Publishing Consulting, D-94034 Passau, Germany

info@conference-publishing.com

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Contents

Frontmatter

Message from the Chairs . . . iii

Main Research

Empirical Studies I

ORBS and the Limits of Static Slicing

David Binkley, Nicolas Gold, Mark Harman, Syed Islam, Jens Krinke, and Shin Yoo —Loyola University Maryland, USA; University College London, UK; University of East London, UK; KAIST, South Korea . . . 1 Intent, Tests, and Release Dependencies: Pragmatic Recipes for Source Code Integration

Martin Brandtner, Philipp Leitner, and Harald C. Gall —University of Zurich, Switzerland. . . 11 The Use of C++ Exception Handling Constructs: A Comprehensive Study

Rodrigo Bonifácio, Fausto Carvalho, Guilherme N. Ramos, Uirá Kulesza, and Roberta Coelho —University of Brasília, Brazil; Federal University of Rio Grande do Norte, Brazil . . . 21 Multi-layer Software Configuration: Empirical Study on Wordpress

Mohammed Sayagh and Bram Adams —Polytechnique Montréal, Canada. . . 31

Code Search and Navigation

Can the Use of Types and Query Expansion Help Improve Large-Scale Code Search?

Otávio Augusto Lazzarini Lemos, Adriano Carvalho de Paula, Hitesh Sajnani, and Cristina V. Lopes —Federal University of São Paulo, Brazil; University of California at Irvine, USA . . . 41 Using Changeset Descriptions as a Data Source to Assist Feature Location

Muslim Chochlov, Michael English, and Jim Buckley —University of Limerick, Ireland . . . 51 Automatically Identifying Focal Methods under Test in Unit Test Cases

Mohammad Ghafari, Carlo Ghezzi, and Konstantin Rubinov —Politecnico di Milano, Italy; National University of Singapore, Singapore . . . 61 Navigating Source Code with Words

Dawn Lawrie and David Binkley —Loyola University Maryland, USA . . . 71 Recommending Insightful Comments for Source Code using Crowdsourced Knowledge

Mohammad Masudur Rahman, Chanchal K. Roy, and Iman Keivanloo —University of Saskatchewan, Canada; Queen’s University, Canada . . . 81

Static Analysis

Checking C++ Codes for Compatibility with Operator Overloading

Alexander Hück, Christian Bischof, and Jean Utke —TU Darmstadt, Germany; Allstate Insurance Company, USA . 91 Detecting Function Purity in JavaScript

Jens Nicolay, Carlos Noguera, Coen De Roover, and Wolfgang De Meuter —Vrije Universiteit Brussel, Belgium . . 101 Data Tainting and Obfuscation: Improving Plausibility of Incorrect Taint

Sandrine Blazy, Stéphanie Riaud, and Thomas Sirvent —University of Rennes 1, France; DGA, France . . . 111 A Grammar for Spreadsheet Formulas Evaluated on Two Large Datasets

Efthimia Aivaloglou, David Hoepelman, and Felienne Hermans —Delft University of Technology, Netherlands . . . 121

Empirical Studies II

The Impact of Cross-Distribution Bug Duplicates, Empirical Study on Debian and Ubuntu

Vincent Boisselle and Bram Adams —Polytechnique Montréal, Canada . . . 131 Cumulative Code Churn: Impact on Maintainability

Csaba Faragó, Péter Heged˝us, and Rudolf Ferenc —University of Szeged, Hungary . . . 141

vii

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How Do Java Methods Grow?

Daniela Steidl and Florian Deissenboeck —CQSE, Germany . . . 151

(Code, Memory, Performance) Smells

On the Comprehension of Code Clone Visualizations: A Controlled Study using Eye Tracking

Md Sami Uddin, Varun Gaur, Carl Gutwin, and Chanchal K. Roy —University of Saskatchewan, Canada . . . 161 When Code Smells Twice as Much: Metric-Based Detection of Variability-Aware Code Smells

Wolfram Fenske, Sandro Schulze, Daniel Meyer, and Gunter Saake —University of Magdeburg, Germany; TU Braun- schweig, Germany . . . 171 LeakTracer: Tracing Leaks along the Way

Hengyang Yu, Xiaohua Shi, and Wei Feng —Beihang University, China . . . 181 Automated Memory Leak Diagnosis by Regression Testing

Mohammadreza Ghanavati and Artur Andrzejak —University of Heidelberg, Germany . . . 191 Automating the Performance Deviation Analysis for Multiple System Releases: An Evolutionary Study

Felipe Pinto, Uirá Kulesza, and Christoph Treude —Federal University of Rio Grande do Norte, Brazil . . . 201

Code and API Transformation

From Preprocessor-Constrained Parse Graphs to Preprocessor-Constrained Control Flow

Dierk Lüdemann and Rainer Koschke —University of Bremen, Germany . . . 211 Recording and Replaying System Specific, Source Code Transformations

Gustavo Santos, Anne Etien, Nicolas Anquetil, Stéphane Ducasse, and Marco Tulio Valente —INRIA, France; Federal University of Minas Gerais, Brazil . . . 221 Discovering Likely Mappings between APIs using Text Mining

Rahul Pandita, Raoul Praful Jetley, Sithu D Sudarsan, and Laurie Williams —North Carolina State University, USA;

ABB Corporate Research, India . . . 231

Tool Demos

SimNav: Simulink Navigation of Model Clone Classes

Eric J. Rapos, Andrew Stevenson, Manar H. Alalfi, and James R. Cordy —Queen’s University, Canada . . . 241 A Translation Validation Framework for Symbolic Value Propagation Based Equivalence Checking of FSMDAs

Kunal Banerjee, Chittaranjan Mandal, and Dipankar Sarkar —IIT Kharagpur, India . . . 247 FaultBuster: An Automatic Code Smell Refactoring Toolset

Gábor Sz˝oke, Csaba Nagy, Lajos Jeno Fulop, Rudolf Ferenc, and Tibor Gyimóthy —University of Szeged, Hungary 253 Improving Prioritization of Software Weaknesses using Security Models with AVUS

Stephan Renatus, Corrie Bartelheimer, and Jörn Eichler —Fraunhofer AISEC, Germany. . . 259 A Static Microcode Analysis Tool for Programmable Load Drivers

Luca Dariz, Massimiliano Ruggeri, and Michele Selvatici —IMAMOTER - CNR, Italy. . . 265 CodeMetropolis: Eclipse over the City of Source Code

Gerg˝o Balogh, Attila Szabolics, and Árpád Beszédes —University of Szeged, Hungary . . . 271

Author Index . . . 277

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Author Index

Adams, Bram . . . 31, 131

Aivaloglou, Efthimia . . . 121

Alalfi, Manar H. . . 241

Andrzejak, Artur . . . .191

Anquetil, Nicolas . . . 221

Balogh, Gerg ˝o . . . 271

Banerjee, Kunal . . . 247

Bartelheimer, Corrie . . . 259

Beszédes, Árpád . . . .271

Binkley, David . . . .1, 71 Bischof, Christian . . . 91

Blazy, Sandrine . . . 111

Boisselle, Vincent . . . 131

Bonifácio, Rodrigo . . . 21

Brandtner, Martin . . . 11

Buckley, Jim . . . 51

Carvalho, Fausto . . . 21

Chochlov, Muslim . . . 51

Coelho, Roberta . . . 21

Cordy, James R. . . 241

Dariz, Luca . . . 265

Deissenboeck, Florian . . . 151

De Meuter, Wolfgang . . . 101

De Paula, Adriano Carvalho . . . 41

De Roover, Coen . . . .101

Ducasse, Stéphane . . . 221

Eichler, Jörn . . . 259

English, Michael . . . 51

Etien, Anne . . . 221

Faragó, Csaba . . . 141

Feng, Wei . . . 181

Fenske, Wolfram . . . 171

Ferenc, Rudolf . . . 141, 253 Fulop, Lajos Jeno . . . 253

Gall, Harald C. . . 11

Gaur, Varun . . . 161

Ghafari, Mohammad . . . 61

Ghanavati, Mohammadreza . . 191

Ghezzi, Carlo . . . 61

Gold, Nicolas . . . 1

Gutwin, Carl . . . 161

Gyimóthy, Tibor . . . 253

Harman, Mark . . . 1

Heged ˝us, Péter . . . 141

Hermans, Felienne . . . 121

Hoepelman, David . . . 121

Hück, Alexander . . . 91

Islam, Syed . . . 1

Jetley, Raoul Praful . . . 231

Keivanloo, Iman . . . 81

Koschke, Rainer . . . 211

Krinke, Jens . . . 1

Kulesza, Uirá . . . 21, 201 Lawrie, Dawn . . . 71

Leitner, Philipp . . . 11

Lemos, Otávio Augusto Lazzarini 41 Lopes, Cristina V. . . 41

Lüdemann, Dierk . . . .211

Mandal, Chittaranjan . . . 247

Meyer, Daniel . . . 171

Nagy, Csaba . . . 253

Nicolay, Jens . . . 101

Noguera, Carlos . . . 101

Pandita, Rahul . . . 231

Pinto, Felipe . . . 201

Rahman, Mohammad Masudur 81 Ramos, Guilherme N. . . 21

Rapos, Eric J. . . 241

Renatus, Stephan . . . 259

Riaud, Stéphanie . . . 111

Roy, Chanchal K. . . 81, 161 Rubinov, Konstantin . . . 61

Ruggeri, Massimiliano . . . 265

Saake, Gunter . . . 171

Sajnani, Hitesh . . . 41

Santos, Gustavo . . . 221

Sarkar, Dipankar . . . 247

Sayagh, Mohammed . . . 31

Schulze, Sandro . . . 171

Selvatici, Michele . . . 265

Shi, Xiaohua . . . 181

Sirvent, Thomas . . . 111

Steidl, Daniela . . . 151

Stevenson, Andrew . . . 241

Sudarsan, Sithu D . . . 231

Szabolics, Attila . . . 271

Sz ˝oke, Gábor . . . 253

Treude, Christoph . . . 201

Uddin, Md Sami . . . 161

Utke, Jean . . . 91

Valente, Marco Tulio . . . 221

Williams, Laurie . . . 231

Yoo, Shin . . . 1

Yu, Hengyang . . . 181

277

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