{"id":{"repo_id":"mit","oai_identifier":"oai:dspace.mit.edu:1721.1/156790"},"canonical_url":"https://search.dev.ndltd.org/etd/mit/oai:dspace.mit.edu:1721.1/156790","repository":{"repo_id":"mit","name":"MIT","base_url":"https://dspace.mit.edu/oai/request"},"display":{"title":"Enabling the Rust Compiler to Reason about Fork/Join Parallelism via Tapir","abstract":"Rust + Cilk is an extension to the Rust language incorporating Cilk’s keywords for language level parallelism. The Rust + Cilk compiler leverages the Rust compiler’s static verification of data race freedom and the OpenCilk parallelism platform’s strong theoretical guarantees for performance of parallel programs. I compare Rust + Cilk to existing librarybased parallelism solutions in Rust such as Rayon, as well as to C programs parallelized with OpenCilk, based on performance and ergonomics. I find that Rust + Cilk exhibits marginally worse performance than Rayon, although I expect these differences are possible to bridge with further work. Additionally, Rust + Cilk has ergonomic advantages for some kinds of parallel programs. I outline further research that could make Rust + Cilk a more complete and performant system to further take advantage of the benefits language-based parallelism solutions can offer while statically verifying data race freedom.","abstract_html":"Rust + Cilk is an extension to the Rust language incorporating Cilk’s keywords for language level parallelism. The Rust + Cilk compiler leverages the Rust compiler’s static verification of data race freedom and the OpenCilk parallelism platform’s strong theoretical guarantees for performance of parallel programs. I compare Rust + Cilk to existing librarybased parallelism solutions in Rust such as Rayon, as well as to C programs parallelized with OpenCilk, based on performance and ergonomics. I find that Rust + Cilk exhibits marginally worse performance than Rayon, although I expect these differences are possible to bridge with further work. Additionally, Rust + Cilk has ergonomic advantages for some kinds of parallel programs. I outline further research that could make Rust + Cilk a more complete and performant system to further take advantage of the benefits language-based parallelism solutions can offer while statically verifying data race freedom.","abstract_has_math":false,"creators":["Hilton, Jay"],"institution":"Massachusetts Institute of Technology","degree_name":"Master","degree_level":null,"degree_discipline":null,"degree_department":"Massachusetts Institute of Technology. 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I outline further research that could make Rust + Cilk a more complete and performant system to further take advantage of the benefits language-based parallelism solutions can offer while statically verifying data race freedom."]},{"key":"dc:description.degree","label":"Dc Description Degree","values":["M.Eng."]},{"key":"dc:title","label":"Title","values":["Enabling the Rust Compiler to Reason about Fork/Join Parallelism via Tapir"]}]}],"canonical_facts":{"dc:contributor.advisor":["Schardl, Tao B."],"dc:contributor.department":["Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science"],"dc:creator":["Hilton, Jay"],"dc:date.accessioned":["2024-09-16T13:49:20Z"],"dc:date.available":["2024-09-16T13:49:20Z"],"dc:date.issued":["2024-05"],"dc:description.abstract":["Rust + Cilk is an extension to the Rust language incorporating Cilk’s keywords for language level parallelism. The Rust + Cilk compiler leverages the Rust compiler’s static verification of data race freedom and the OpenCilk parallelism platform’s strong theoretical guarantees for performance of parallel programs. I compare Rust + Cilk to existing librarybased parallelism solutions in Rust such as Rayon, as well as to C programs parallelized with OpenCilk, based on performance and ergonomics. I find that Rust + Cilk exhibits marginally worse performance than Rayon, although I expect these differences are possible to bridge with further work. Additionally, Rust + Cilk has ergonomic advantages for some kinds of parallel programs. I outline further research that could make Rust + Cilk a more complete and performant system to further take advantage of the benefits language-based parallelism solutions can offer while statically verifying data race freedom."],"dc:description.degree":["M.Eng."],"dc:identifier.uri":["https://hdl.handle.net/1721.1/156790"],"dc:publisher":["Massachusetts Institute of Technology"],"dc:rights":["Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)","Copyright retained by author(s)"],"dc:rights.uri":["https://creativecommons.org/licenses/by-nc-nd/4.0/"],"dc:title":["Enabling the Rust Compiler to Reason about Fork/Join Parallelism via Tapir"],"dc:type":["Thesis"],"thesis:degree_name":["Master","Master of Engineering in Electrical Engineering and Computer Science"]},"updated_at":"2026-07-22T22:22:22Z"}