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Seminar: Towards Automated Performance Analysis of Python Programs with VyPR

Dates:23 October 2019
Times:13:00 - 14:00
What is it:Seminar
Organiser:Department of Computer Science
Who is it for:University staff, Adults
Speaker:Joshua Dawes
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  • Mercury Seminar on 23rd October 2019

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  • In category "Seminar"
  • In group "(CS) Computer Science seminar series"
  • By Department of Computer Science

Join us for the next Computer Science Mercury talk with speaker Joshua Dawes

Analysing the performance of programs is typically a manual effort, involving profiling certain quantities via manual instrumentation of code, and performing offline analysis. While this approach works well and is used heavily in industry, it limits us to analysing program runs with respect to only very simple constraints and can result in loss of information about which parts of code generated certain observations.

During this talk, a Runtime Verification-inspired approach is described for monitoring programs at runtime with respect to complex constraints, while using automatic instrumentation to minimise intrusion into the program source code. Further, given more complex constraints, the problem of explanation of failure to satisfy such constraints is addressed, forming a contribution to an underdeveloped area of Runtime Verification.

The talk is concluded by a report of applications of the publicly available VyPR framework (http://cern.ch/vypr) at the CMS Experiment at CERN.

Speaker

Joshua Dawes

Role: Computer Science PG student

Organisation: University of Manchester & CERN

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Kilburn Lecture Theatre 1.5
Kilburn Building
Manchester

 

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