Rei Odaira           

PPoPP 2014 Paper

Eliminating Global Interpreter Locks in Ruby through Hardware Transactional Memory
Rei Odaira, Jose G. Castanos, and Hisanobu Tomari.
In Proceedings of the 19th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP), pp.131--142, 2014.

Full text [PDF]: PPoPP2014_RubyGILHTM.pdf
Slides [PDF]: PPoPP2014_RubyGILHTM_Slides.pdf

Code patch to CRuby

Abstract

Many scripting languages use a Global Interpreter Lock (GIL) to simplify the internal designs of their interpreters, but this kind of lock severely lowers the multi-thread per-formance on multi-core machines. This paper presents our first results eliminating the GIL in Ruby using Hardware Transactional Memory (HTM) in the IBM zEnterprise EC12 and Intel 4th Generation Core processors. Though prior prototypes replaced a GIL with HTM, we tested real-istic programs, the Ruby NAS Parallel Benchmarks (NPB), the WEBrick HTTP server, and Ruby on Rails. We devised a new technique to dynamically adjust the transaction lengths on a per-bytecode basis, so that we can optimize the likelihood of transaction aborts against the relative overhead of the instructions to begin and end the transactions. Our results show that HTM achieved 1.9- to 4.4-fold speedups in the NPB programs over the GIL with 12 threads, and 1.6- and 1.2-fold speedups in WEBrick and Ruby on Rails, respectively. The dynamic transaction-length adjustment chose the best transaction lengths for any number of threads and applications with sufficiently long running times.

Copyright

Copyright (C) 2014 by Association for Computing Machinery, Inc. Permission to make digital or hard copies of part of all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage. To copy otherwise, to republish, to post on servers, or to redistribute to lists, requires prior specific permission and/or a fee.