Forkscan: Conservative memory reclamation for modern operating systems

Dan Alistarh, William Leiserson, Alexander Matveev, Nir Shavit

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The problem of efficient concurrent memory reclamation in unmanaged languages such as C or C++ is one of the major challenges facing the parallelization of billions of lines of legacy code. Garbage collectors for C/C++ can be inefficient; thus, programmers are often forced to use finely-crafted concurrent memory reclamation techniques. These techniques can provide good performance, but require considerable programming effort to deploy, and have strict requirements, allowing the programmer very little room for error. In this work, we present Forkscan, a new conservative concurrent memory reclamation scheme which is fully automatic and surprisingly scalable. Forkscan's semantics place it between automatic garbage collectors (it requires the programmer to explicitly retire nodes before they can be reclaimed), and concurrent memory reclamation techniques (as it does not assume that nodes are completely unlinked from the data structure for correctness). Forkscan's implementation exploits these new semantics for efficiency: we leverage parallelism and optimized implementations of signaling and copy-on-write in modern operating systems to efficiently obtain and process consistent snapshots of memory that can be scanned concurrently with the normal program operation. Empirical evaluation on a range of classical concurrent data structure microbenchmarks shows that Forkscan can preserve the scalability of the original code, while maintaining an order of magnitude lower latency than automatic garbage collection, and demonstrating competitive performance with finely crafted memory reclamation techniques.

Original languageEnglish
Title of host publicationProceedings of the 12th European Conference on Computer Systems, EuroSys 2017
PublisherAssociation for Computing Machinery, Inc
Pages483-498
Number of pages16
ISBN (Electronic)9781450349383
DOIs
StatePublished - 23 Apr 2017
Event12th European Conference on Computer Systems, EuroSys 2017 - Belgrade, Serbia
Duration: 23 Apr 201726 Apr 2017

Publication series

NameProceedings of the 12th European Conference on Computer Systems, EuroSys 2017

Conference

Conference12th European Conference on Computer Systems, EuroSys 2017
Country/TerritorySerbia
CityBelgrade
Period23/04/1726/04/17

Keywords

  • Memory management
  • Synchronization

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