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Limiting Execution Time Through Interrupt Driven Programming
--client
pyconau
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pycon_au_2013
--room Tasman_B 2513 --force
Next: 10 Using Python to design, configure, and measure large-scale networks
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Author(s):
Erik van Zijst
Location
Tasman B
Date
jul Sat 06
Days Raw Files
Start
15:10
First Raw Start
14:53
Duration
0:30:00
Offset
0:16:46
End
15:40
Last Raw End
16:16
Chapters
00:00
0:21:37
Total cuts_time
27 min.
http://2013.pycon-au.org/schedule/30061/view_talk
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This talk explores the challenges of ensuring responsiveness of applications under varying conditions like suddenly increased load, code regressions and problematic user data that reveal code paths with unusually high time complexity. I'll be looking at interrupt-driven techniques to help bring the 95 percentile of the response times of your application closer to the (usually much lower) mean. In this talk, we'll go beyond traditional tricks like caching, sharding and data denormalization and instead look at tools that can interrupt execution of overly expensive code paths, such that you can guarantee an upper bound in response time. Interruptingcow and django-timelimit will be some of the tools that will be covered in this talk. The context for most of this is web applications, and I'll be drawing many examples from our ongoing experiences with running and scaling Bitbucket, which is entirely written in Python. Having said that though, many of the tools and techniques demonstrates will apply just as well to other types of applications and situations.
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