NAB: Automated Large-Scale Multi-language Dynamic Program Analysis in Public Code Repositories

Alex Villazón; Haiyang Sun; Andrea Rosà; Eduardo Rosales; Daniele Bonetta; Isabella Defilippis; Sergio Oporto; Walter Binder

doi:10.1145/3359061.3362777

NAB: Automated Large-Scale Multi-language Dynamic Program Analysis in Public Code Repositories

Alex Villazón
, Haiyang Sun
, Andrea Rosà
, Eduardo Rosales
, Daniele Bonetta
, Isabella Defilippis
, Sergio Oporto
, Walter Binder

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Abstract

This paper describes NAB, a novel framework to execute custom dynamic analysis on open-source software hosted in public repositories. NAB is fully-automatic, language-agnostic and scalable. We present NAB’s key features and its architecture. We also discuss three large-scale case studies enabled by NAB on more than 56K Node.js, Java, and Scala projects.

Original language	English
Title of host publication	SPLASH Companion 2019 - Proceedings Companion of the 2019 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity
Editors	Y. Smaragdakis
Publisher	Association for Computing Machinery, Inc
Pages	9-10
ISBN (Electronic)	9781450369923
DOIs	https://doi.org/10.1145/3359061.3362777
Publication status	Published - 20 Oct 2019
Externally published	Yes
Event	2019 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity, SPLASH Companion 2019 - Athens, Greece Duration: 20 Oct 2019 → 25 Oct 2019

Conference

Conference	2019 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity, SPLASH Companion 2019
Country/Territory	Greece
City	Athens
Period	20/10/19 → 25/10/19

Funding

This work has been supported by Oracle (ERO project 1332), the Swiss National Science Foundation (scientific exchange project IZSEZ0_177215), the Hasler Foundation (project 18012), and by a Bridging Grant with Japan (BG 04-122017).

Funders	Funder number
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung	IZSEZ0_177215
Hasler Stiftung	18012, BG 04-122017

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10.1145/3359061.3362777

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Cite this

Villazón, A., Sun, H., Rosà, A., Rosales, E., Bonetta, D., Defilippis, I., Oporto, S., & Binder, W. (2019). NAB: Automated Large-Scale Multi-language Dynamic Program Analysis in Public Code Repositories. In Y. Smaragdakis (Ed.), SPLASH Companion 2019 - Proceedings Companion of the 2019 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity (pp. 9-10). Association for Computing Machinery, Inc. https://doi.org/10.1145/3359061.3362777

Villazón, Alex ; Sun, Haiyang ; Rosà, Andrea et al. / NAB : Automated Large-Scale Multi-language Dynamic Program Analysis in Public Code Repositories. SPLASH Companion 2019 - Proceedings Companion of the 2019 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity. editor / Y. Smaragdakis. Association for Computing Machinery, Inc, 2019. pp. 9-10

@inproceedings{171497fa3ec246468743d06bb171806d,

title = "NAB: Automated Large-Scale Multi-language Dynamic Program Analysis in Public Code Repositories",

abstract = "This paper describes NAB, a novel framework to execute custom dynamic analysis on open-source software hosted in public repositories. NAB is fully-automatic, language-agnostic and scalable. We present NAB{\textquoteright}s key features and its architecture. We also discuss three large-scale case studies enabled by NAB on more than 56K Node.js, Java, and Scala projects.",

author = "Alex Villaz{\'o}n and Haiyang Sun and Andrea Ros{\`a} and Eduardo Rosales and Daniele Bonetta and Isabella Defilippis and Sergio Oporto and Walter Binder",

year = "2019",

month = oct,

day = "20",

doi = "10.1145/3359061.3362777",

language = "English",

pages = "9--10",

editor = "Y. Smaragdakis",

booktitle = "SPLASH Companion 2019 - Proceedings Companion of the 2019 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity",

publisher = "Association for Computing Machinery, Inc",

note = "2019 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity, SPLASH Companion 2019 ; Conference date: 20-10-2019 Through 25-10-2019",

}

Villazón, A, Sun, H, Rosà, A, Rosales, E, Bonetta, D, Defilippis, I, Oporto, S & Binder, W 2019, NAB: Automated Large-Scale Multi-language Dynamic Program Analysis in Public Code Repositories. in Y Smaragdakis (ed.), SPLASH Companion 2019 - Proceedings Companion of the 2019 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity. Association for Computing Machinery, Inc, pp. 9-10, 2019 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity, SPLASH Companion 2019, Athens, Greece, 20/10/19. https://doi.org/10.1145/3359061.3362777

NAB: Automated Large-Scale Multi-language Dynamic Program Analysis in Public Code Repositories. / Villazón, Alex; Sun, Haiyang; Rosà, Andrea et al.
SPLASH Companion 2019 - Proceedings Companion of the 2019 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity. ed. / Y. Smaragdakis. Association for Computing Machinery, Inc, 2019. p. 9-10.

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

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AU - Villazón, Alex

AU - Sun, Haiyang

AU - Rosà, Andrea

AU - Rosales, Eduardo

AU - Bonetta, Daniele

AU - Defilippis, Isabella

AU - Oporto, Sergio

AU - Binder, Walter

PY - 2019/10/20

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N2 - This paper describes NAB, a novel framework to execute custom dynamic analysis on open-source software hosted in public repositories. NAB is fully-automatic, language-agnostic and scalable. We present NAB’s key features and its architecture. We also discuss three large-scale case studies enabled by NAB on more than 56K Node.js, Java, and Scala projects.

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BT - SPLASH Companion 2019 - Proceedings Companion of the 2019 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity

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PB - Association for Computing Machinery, Inc

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ER -

Villazón A, Sun H, Rosà A, Rosales E, Bonetta D, Defilippis I et al. NAB: Automated Large-Scale Multi-language Dynamic Program Analysis in Public Code Repositories. In Smaragdakis Y, editor, SPLASH Companion 2019 - Proceedings Companion of the 2019 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity. Association for Computing Machinery, Inc. 2019. p. 9-10 doi: 10.1145/3359061.3362777

NAB: Automated Large-Scale Multi-language Dynamic Program Analysis in Public Code Repositories

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