Article

Bita: Coverage-guided, automatic testing of actor programs

Authors:

Samira Tasharofi,

Michael Pradel,

Ralph JohnsonAuthors Info & Claims

ASE '13: Proceedings of the 28th IEEE/ACM International Conference on Automated Software Engineering

Pages 114 - 124

https://doi.org/10.1109/ASE.2013.6693072

Published: 11 November 2013 Publication History

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Abstract

Actor programs are concurrent programs where concurrent entities communicate asynchronously by exchanging messages. Testing actor programs is challenging because the order of message receives depends on the nondeterministic scheduler and because exploring all schedules does not scale to large programs. This paper presents Bita, a scalable, automatic approach for testing non-deterministic behavior of actor programs. The key idea is to generate and explore schedules that are likely to reveal concurrency bugs because these schedules increase the schedule coverage. We present three schedule coverage criteria for actor programs, an algorithm to generate feasible schedules that increase coverage, and a technique to force a program to comply with a schedule. Applying Bita to real-world actor programs implemented in Scala reveals eight previously unknown concurrency bugs, of which six have already been fixed by the developers. Furthermore, we show our approach to find bugs 122x faster than random scheduling, on average.

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Cited By

Menard CLohstroh MBateni SChorlian MDeng ADonovan PFournier CLin SSuchert FTanneberger TKim HCastrillon JLee E(2023)High-performance Deterministic Concurrency Using Lingua FrancaACM Transactions on Architecture and Code Optimization10.1145/361768720:4(1-29)Online publication date: 26-Oct-2023
https://dl.acm.org/doi/10.1145/3617687
Ganji MAlimadadi STip FChandra SBlincoe KTonella P(2023)Code Coverage Criteria for Asynchronous ProgramsProceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering10.1145/3611643.3616292(1307-1319)Online publication date: 30-Nov-2023
https://dl.acm.org/doi/10.1145/3611643.3616292
Bagherzadeh MFireman NShawesh AKhatchadourian R(2020)Actor concurrency bugs: a comprehensive study on symptoms, root causes, API usages, and differencesProceedings of the ACM on Programming Languages10.1145/34282824:OOPSLA(1-32)Online publication date: 13-Nov-2020
https://dl.acm.org/doi/10.1145/3428282
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Published In

cover image ACM Conferences

ASE '13: Proceedings of the 28th IEEE/ACM International Conference on Automated Software Engineering

November 2013

765 pages

ISBN:9781479902156

General Chair:
Ewen Denney
SGT, NASA, Ames Research Center, Moffett Field
,
Program Chairs:
Tevfik Bultan
University of California, Santa Barbara
,
Andreas Zeller
Saarland University, Saarbrücken, Germany

Sponsors

NASA: National Aeronatics and Space Administration
SIGAI: ACM Special Interest Group on Artificial Intelligence
IEEE: IEEE Computer Society Technical Committee on Design Automation
SIGSOFT: ACM Special Interest Group on Software Engineering
Microsoft: Microsoft

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IEEE Press

Publication History

Published: 11 November 2013

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ASE '13

Sponsor:

NASA
SIGAI
IEEE
SIGSOFT
Microsoft

ASE '13: Automated Software Engineering

November 11 - 15, 2013

CA, Silicon Valley, USA

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Overall Acceptance Rate 82 of 337 submissions, 24%

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Cited By

Menard CLohstroh MBateni SChorlian MDeng ADonovan PFournier CLin SSuchert FTanneberger TKim HCastrillon JLee E(2023)High-performance Deterministic Concurrency Using Lingua FrancaACM Transactions on Architecture and Code Optimization10.1145/361768720:4(1-29)Online publication date: 26-Oct-2023
https://dl.acm.org/doi/10.1145/3617687
Ganji MAlimadadi STip FChandra SBlincoe KTonella P(2023)Code Coverage Criteria for Asynchronous ProgramsProceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering10.1145/3611643.3616292(1307-1319)Online publication date: 30-Nov-2023
https://dl.acm.org/doi/10.1145/3611643.3616292
Bagherzadeh MFireman NShawesh AKhatchadourian R(2020)Actor concurrency bugs: a comprehensive study on symptoms, root causes, API usages, and differencesProceedings of the ACM on Programming Languages10.1145/34282824:OOPSLA(1-32)Online publication date: 13-Nov-2020
https://dl.acm.org/doi/10.1145/3428282
De Bleser JDi Nucci DDe Roover C(2020)A Delta-Debugging Approach to Assessing the Resilience of Actor Programs through Run-time Test PerturbationsProceedings of the IEEE/ACM 1st International Conference on Automation of Software Test10.1145/3387903.3389303(21-30)Online publication date: 7-Oct-2020
https://dl.acm.org/doi/10.1145/3387903.3389303
Ozkan BMajumdar ROraee S(2019)Trace aware random testing for distributed systemsProceedings of the ACM on Programming Languages10.1145/33606063:OOPSLA(1-29)Online publication date: 10-Oct-2019
https://dl.acm.org/doi/10.1145/3360606
Ozkan BMajumdar RNiksic FBefrouei MWeissenbacher G(2018)Randomized testing of distributed systems with probabilistic guaranteesProceedings of the ACM on Programming Languages10.1145/32765302:OOPSLA(1-28)Online publication date: 24-Oct-2018
https://dl.acm.org/doi/10.1145/3276530
Sulzmann MStadtmüller KSabel DThiemann P(2018)Two-Phase Dynamic Analysis of Message-Passing Go Programs Based on Vector ClocksProceedings of the 20th International Symposium on Principles and Practice of Declarative Programming10.1145/3236950.3236959(1-13)Online publication date: 3-Sep-2018
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Hedden BZhao X(2018)A Comprehensive Study on Bugs in Actor SystemsProceedings of the 47th International Conference on Parallel Processing10.1145/3225058.3225139(1-9)Online publication date: 13-Aug-2018
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Bianchi FMargara APezze M(2018)A Survey of Recent Trends in Testing Concurrent Software SystemsIEEE Transactions on Software Engineering10.1109/TSE.2017.270708944:8(747-783)Online publication date: 1-Aug-2018
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Billes MMøller APradel M(2017)Systematic black-box analysis of collaborative web applicationsACM SIGPLAN Notices10.1145/3140587.306236452:6(171-184)Online publication date: 14-Jun-2017
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