Bug isolation via remote program sampling

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August undefined, 2024

WebMining Software Repositories: Analysis of Version Control System and Bug Database Data Davor Cubranic and Gail C. Murphy. ... "Bug isolation via remote program sampling", PLDI 2003: 141-154 Week 16 - (4/27 , 4/29): Final Presentations : Week 17 - (5/4 , 5/6): Final Presentations ... WebEven for non-deterministic bugs such as heap corruption we can build statistical models that show behavior correlated with crashes across many runs. We've already had a few …

Alice Zheng

WebJul 27, 2014 · Bug Isolation via Remote Sampling. Lemonade from Lemons. Bugs manifest themselves every where in deployed systems. Each manifestation gives us the … WebBug isolation via remote program sampling Pages 141–154 ABSTRACT We propose a low-overhead sampling infrastructure for gathering information from the executions experienced by a program's user community. Several example applications illustrate … shree pumps

PPT - Bug Isolation via Remote Sampling PowerPoint …

WebProgramming. Traditionally, programming relies on hu-man intelligence to write programs for implementing some functionalities. In recent years, program synthesis [11] in-tends to automatically synthesize programs for implementing some functionalities. In human-assisted computing, program synthesis by nature relies on users to provide user intents WebBug Isolation via Remote Program Sampling. Ben Liblit, Alex Aiken, Alice X. Zheng, Michael I. Jordan. ACM SIGPLAN 2003 Conference on Programming Language Design and Implementation (PLDI 2003). Learning a Gaussian Process Prior for Automatically Generating Music Playlists. WebSubscribe today and give the gift of knowledge to yourself or a friend bug isolation via remote program sampling Bug Isolation via Remote Program Sampling. ... shreepur pin code

Bug isolation via remote program sampling

WebScalable statistical bug isolation. B Liblit, M Naik, AX Zheng, A Aiken, MI Jordan. Acm Sigplan Notices 40 (6), 15-26, 2005. 1103: 2005: A first step towards automated detection of buffer overrun vulnerabilities. ... 1068: 2000: Bug Isolation via Remote Program Sampling. A Aiken. Webbug isolation, random sampling, assertions, feature selec-tion, statistical debugging, logistic regression 1. INTRODUCTION It is an unfortunate fact that essentially all …

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WebAug 23, 2014 · Bug Isolation via Remote Program Sampling. Motivation: Users Matter. Imperfect world with imperfect software Ship with known bugs Users find new bugs Bug … WebBug isolation via remote program sampling (PLDI 2003) Statistical Debugging of Sampled Programs (NeurIPS 2003) Learning Programs: A Hierarchical Bayesian Approach (ICML 2010) Learning Minimal Abstractions (POPL 2011) Data-Driven Precondition Inference with Learned Features (PLDI 2016)

WebA common method to localize defects is to compare the coverage of passing and failing program runs: A method executed only in failing runs, for instance, is likely to point to the defect. However, some failures, occur only after a specific sequence of method calls, such as multiple deallocations of the same resource. WebMay 9, 2003 · We propose a low-overhead sampling infrastructure for gathering information from the executions experienced by a program's user community. Several example …

Webware systems have bugs, and that users often encounter thesebugs. Theresources(measuredintime, money, or … Web"Bug Isolation via Remote Program Sampling" Ben Liblit, Alex Aiken, Alice X. Zheng, and Michael I. Jordan. ACM SIGPLAN 2003 Conference on Programming Language Design and Implementation (PLDI 2003). "Scalable Statistical Bug Isolation" Ben Liblit, Mayur Naik, Alice X. Zheng, Alex Aiken, and Michael I. Jordan. ACM SIGPLAN 2005 …

WebSubject: call for collaborators: bug isolation via remote program sampling; Date: Wed, 23 Apr 2003 15:18:51 -0700; My collaborators and I are working on a tool for isolating bugs using random sampling of user executions. This message is an open call for collaboration.

WebAug 23, 2014 · Bug Isolation via Remote Program Sampling. Motivation: Users Matter. Imperfect world with imperfect software Ship with known bugs Users find new bugs Bug fixing is a matter of triage Important bugs happen often, to many users Can users help us find and fix bugs? Slideshow 3481861 by josh shree pushkar chemicalsWebbug isolation remote program sampling user community non-deterministic bug low-overhead sampling infrastructure assertion-dense code likely place program error logistic … shree pushkar chemicals \\u0026 fertilisers ltdWebSeveral example applications illustrate ways to use sampled instrumentation to isolate bugs. Assertion-dense code can be transformed to share the cost of assertions among many users. Lacking assertions, broad guesses can be made about predicates that predict program errors and a process of elimination used to whittle these down to the true bug. shree pushkar chemicals \u0026 fertilisers