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DTSTART:19700308T020000
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DTSTAMP:20181221T160726Z
LOCATION:D171
DTSTART;TZID=America/Chicago:20181111T113000
DTEND;TZID=America/Chicago:20181111T114500
UID:submissions.supercomputing.org_SC18_sess167_ws_rescue108@linklings.com
SUMMARY:Semantically Organized Containers for Reproducible Research
DESCRIPTION:Workshop\nReproducibility, Software Engineering, Workflows, Wo
 rkshop Reg Pass\n\nSemantically Organized Containers for Reproducible Rese
 arch\n\nYoungdahl, Yuan, Ton-That, Malik, Jimenez...\n\nExperiments are a 
 key component in systems and HPC-related research. They help validate new 
 ideas and concepts. Sharing and reproducing experiments, however, is a cha
 llenge, especially when computational experiments reside in multiple compu
 ting environments, are disorganized into multiple directories, are disconn
 ected from each other, or lack sufficient documentation. \n\nIn this paper
 , we show how sharing, porting, and reproducing distributive and iterative
  experiments can be simplified by using an automatic containerization tool
  for capturing/repeating an experiment and a convention for organizing rep
 eated runs of an experiment. Using a simulation-analysis workflow, we show
  how semantically organized containers can help a reviewer find all experi
 ments for a given result and re-execute all experiments with fail-proof gu
 arantee. We discuss outstanding challenges of adopting this method as an a
 rtifact evaluation mechanism.
URL:https://sc18.supercomputing.org/presentation/?id=ws_rescue108&sess=ses
 s167
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