CheCL: Transparent checkpointing and process migration of OpenCL applications

Hiroyuki Takizawa, Kentaro Koyama, Katsuto Sato, Kazuhiko Komatsu, Hiroaki Kobayashi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

34 Citations (Scopus)

Abstract

In this paper, we propose a new transparent checkpoint/restart (CPR) tool, named CheCL, for high-performance and dependable GPU computing. CheCL can perform CPR on an OpenCL application program without any modification and recompilation of its code. A conventional check pointing system fails to checkpoint a process if the process uses OpenCL. Therefore, in CheCL, every API call is forwarded to another process called an API proxy, and the API proxy invokes the API function, two processes, an application process and an API proxy, are launched for an OpenCL application. In this case, as the application process is not an OpenCL process but a standard process, it can be safely check pointed. While CheCL intercepts all API calls, it records the information necessary for restoring OpenCL objects. The application process does not hold any OpenCL handles, but CheCL handles to keep such information. Those handles are automatically converted to OpenCL handles and then passed to API functions. Upon restart, OpenCL objects are automatically restored based on the recorded information. This paper demonstrates the feasibility of transparent check pointing of OpenCL programs including MPI applications, and quantitatively evaluates the runtime overheads. It is also discussed that CheCL can enable process migration of OpenCL applications among distinct nodes, and among different kinds of compute devices such as a CPU and a GPU.

Original languageEnglish
Title of host publicationProceedings - 25th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2011
Pages864-876
Number of pages13
DOIs
Publication statusPublished - 2011 Oct 3
Event25th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2011 - Anchorage, AK, United States
Duration: 2011 May 162011 May 20

Publication series

NameProceedings - 25th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2011

Other

Other25th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2011
CountryUnited States
CityAnchorage, AK
Period11/5/1611/5/20

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Computer Science Applications

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  • Cite this

    Takizawa, H., Koyama, K., Sato, K., Komatsu, K., & Kobayashi, H. (2011). CheCL: Transparent checkpointing and process migration of OpenCL applications. In Proceedings - 25th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2011 (pp. 864-876). [6012895] (Proceedings - 25th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2011). https://doi.org/10.1109/IPDPS.2011.85