Write a Blog >>
ICFP 2018
Sun 23 - Sat 29 September 2018 St. Louis, Missouri, United States
Wed 26 Sep 2018 13:22 - 13:45 at Stifel Theatre - Gradual Typing and Proving Chair(s): Éric Tanter

Gradual typing allows programmers to use both static and dynamic typing in a single program. However, a well-known problem with sound gradual typing is that the interactions between static and dynamic code can cause significant performance degradation. These performance pitfalls are hard to predict and resolve, and discourage users from using gradual typing features. For example, when migrating to a more statically typed program, often adding a type annotation will trigger a slowdown that can be resolved by adding more annotations elsewhere, but since it’s not clear where the additional annotations must be added, the easier solution is to simply remove the annotation.

To address these problems, we develop: (1) a static cost semantics that accurately predicts the overhead of static-dynamic interactions in a gradually typed program, (2) a technique for efficiently inferring such costs for all combinations of inferrable type assignments in a program, and (3) a method for translating the results of this analysis into specific recommendations and explanations that can help programmers understand, debug, and optimize the performance of gradually typed programs. We have implemented our approach in Herder, a tool for statically analyzing the performance of different typing configurations for Reticulated Python programs. An evaluation on 15 Python programs shows that Herder can use this analysis to accurately and efficiently recommend type assignments that optimize the performance of these programs without sacrificing type safety.

Wed 26 Sep

icfp-2018-papers
13:00 - 14:30: Research Papers - Gradual Typing and Proving at Stifel Theatre
Chair(s): Éric TanterUniversity of Chile & Inria Paris
icfp-2018-papers13:00 - 13:22
Talk
Ben GreenmanNortheastern University, USA, Matthias FelleisenNortheastern University, USA
DOI
icfp-2018-papers13:22 - 13:45
Talk
John Peter Campora IIIULL Lafayette, Sheng ChenUniversity of Louisiana at Lafayette, Eric WalkingshawOregon State University
DOI
icfp-2018-papers13:45 - 14:07
Talk
Max NewNortheastern University, Amal AhmedNortheastern University, USA
DOI
icfp-2018-papers14:07 - 14:30
Talk
Joachim BreitnerDFINITY Foundation, Antal Spector-Zabusky, Yao LiUniversity of Pennsylvania, Christine RizkallahUniversity of New South Wales, John WiegleyBAE Systems, Stephanie WeirichUniversity of Pennsylvania, USA
DOI