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Building a Better Backtrace: Techniques for Postmortem Program Analysis
Building Better Backtrace Techniques Postmortem Program Analysis
2016/5/25
After a program has crashed, it can be difficult to reconstruct why the failure occurred, or what actions led to the error. We propose a family of analysis techniques that use the evidence left behind...
Saturn is a system for the static analysis of programs. Saturn aims to be both highly scalable and precise, with the goal of eventually being able to verify the absence of certain kinds of bugs in rea...
Program Analysis Using Mixed Term and Set Constraints
Program Analysis Mixed Term Set Constraints
2016/5/24
There is a tension in program analysis between precision and eciency. In constraint-based program analysis, at one extreme methods based on uni cation of equality constraints over terms are very fast...
Bias-Variance Tradeoffs in Program Analysis
Program Analysis Machine Learning Verification
2016/5/24
It is often the case that increasing the precision of a program analysis leads to worse results. It is our thesis that this phenomenon is the result of fundamental limits on the ability to use precise...
Introduction to Set Constraint-Based Program Analysis
Set Constraint-Based Program Analysis
2016/5/24
Introduction to Set Constraint-Based Program Analysis.