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A Study on Race Condition & Dynamic Data Race Detection Techniques

Mithilesh Kumar Dubey1 , Devesh Lowe2 , Bhavna Galhotra3

Section:Survey Paper, Product Type: Journal Paper
Volume-7 , Issue-6 , Page no. 41-46, Jun-2019

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v7i6.4146

Online published on Jun 30, 2019

Copyright © Mithilesh Kumar Dubey, Devesh Lowe, Bhavna Galhotra . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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IEEE Style Citation: Mithilesh Kumar Dubey, Devesh Lowe, Bhavna Galhotra, “A Study on Race Condition & Dynamic Data Race Detection Techniques,” International Journal of Computer Sciences and Engineering, Vol.7, Issue.6, pp.41-46, 2019.

MLA Style Citation: Mithilesh Kumar Dubey, Devesh Lowe, Bhavna Galhotra "A Study on Race Condition & Dynamic Data Race Detection Techniques." International Journal of Computer Sciences and Engineering 7.6 (2019): 41-46.

APA Style Citation: Mithilesh Kumar Dubey, Devesh Lowe, Bhavna Galhotra, (2019). A Study on Race Condition & Dynamic Data Race Detection Techniques. International Journal of Computer Sciences and Engineering, 7(6), 41-46.

BibTex Style Citation:
@article{Dubey_2019,
author = {Mithilesh Kumar Dubey, Devesh Lowe, Bhavna Galhotra},
title = {A Study on Race Condition & Dynamic Data Race Detection Techniques},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {6 2019},
volume = {7},
Issue = {6},
month = {6},
year = {2019},
issn = {2347-2693},
pages = {41-46},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=4504},
doi = {https://doi.org/10.26438/ijcse/v7i6.4146}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v7i6.4146}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=4504
TI - A Study on Race Condition & Dynamic Data Race Detection Techniques
T2 - International Journal of Computer Sciences and Engineering
AU - Mithilesh Kumar Dubey, Devesh Lowe, Bhavna Galhotra
PY - 2019
DA - 2019/06/30
PB - IJCSE, Indore, INDIA
SP - 41-46
IS - 6
VL - 7
SN - 2347-2693
ER -

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Abstract

Multithreaded programming has always presented a problem of race conditions which is one of the most common programming errors. If not handled properly, can lead to bugs with the potential to crash a system. A lot of work has been done in the past for detection of data races with a view to minimise the losses. Datarace can be detected at compile time (static race detection) and at runtime (dynamic race detection). This paper presents a study to understand the concept of parallel programming, race condition, semaphore, synchronization. We have also put in a detailed view on various techniques developed so far for dynamic data race detection.

Key-Words / Index Term

Parallel Processing, Race Condition, Semaphore, LockSet, Happens Before, Hybrid, Dynamic Data Race Detection

References

[1] K. H. Eric Baudden, "Aspect Oriented Race Detection in Java," IEEE Transactions on Software Engineering, 2010.
[2] T. I. Konstantin Serebryany, "ThreadSanitizer - Data Race Detection in Practice," Communications of ACM, 2009.
[3] S. N. F. Cormac Flanagan, "Type Based Race Detection for Java," ACM, 2000.
[4] M. R. C Boyapati, "A prameterized type system for race free java program," ACM, 2001.
[5] R. E. S. A. T. David F Bacon, "Guava: A Dialect of Java without datarace," ACM, 2000.
[6] M. B. G. N. P. S. t. A. Stefan Savage, "Eraser: A Dynamic Data Race Detector for Multithreaded Programs," ACM Transactions on Computer Systems, vol. 15, no. 4, pp. 391-411, 1997.
[7] C. A. R. Hoare, "Monitors: An Operating Systems Structuring Concept," Communications of ACM, vol. 17, no. 10, 1974.
[8] L. Lamport, "Time, Clocks, and the ordering of Events in a Distributed System," Communications of ACM, vol. 21, no. 7, 1978.
[9] F. W. Arndt Muhlenfeld, "Runtime race detection for multi-threaded C++ server applications," ACM Proceedings of the 25th conference on IASTED International Multi-Conference: Software Engineering, 2007.
[10] K. B. V. P. W. T. Ali Janessari, "Helgrind+: An efficient dynamic race detector," 23rd IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2009, Rome, Italy, , 2009.
[11] Z. M. B. B. P. P. Utpal Banerjee, "A Theory of Data Race Detection," Proceedings of the 2006 workshop on Parallel and distributed systems: testing and debugging, 2006.
[12] K. L. A. L. R. O. V. S. M. S. Jong-Deok Choi, "Efficient and Precise Datarace Detection for Multithreaded Object Oriented Programs," ACM, 2002.
[13] X. T. W. T. Markus Metzger, "User Guided Dynamic Data Race Detection," International journal of Parallel Programming, 2015.
[14] D. D. P. M. C. J. F. S. N. Benjamin Wester, "Parallelizing Data Race Detection," ACM, 2013.
[15] T. I. Konstantin Serebryany, "ThreadSanitizer: data race detection in practice," ACM, 2009.
[16] Z. Q. P. W. K Leung, "Data Race: tame the beast," Springer J Supercomput, 2010.
[17] C. Z. G. C. Baris Kasikei, "RaceMob: Crowdsouced Data Race Detection," ACM, 2013.
[18] S. N. F. Cormac Flanagan, "FastTrack: Efficint and Precise Dynamic Race Detection," ACM, 2009.
[19] K. H. Eric Boden, "Racer: Effective Race Detection using AspectJ," ACM, 2008.