Handling Crash and Software Faults Efficiently in Distributed Event Stream Processing
Research output: Contribution to conferences › Paper › Contributed › peer-review
Contributors
Abstract
Making efficient use of modern multi-core and future many-core
CPUs is a major challenge. We describe a new compiler-based plat-
form, Prospect, that supports the parallelization of sequential appli-
cations. The underlying approach is a generalization of an existing
approach to parallelize runtime checks. The basic idea is to gener-
ate two variants of the application: (1) a fast variant having bare
bone functionality, and (2) a slow variant with extra functional-
ity. The fast variant is executed sequentially. Its execution is di-
vided into epochs. Each epoch is re-executed by an executor us-
ing the slow variant. The approach scales by running the executors
on multiple cores in parallel to each other and to the fast variant.
We have implemented the Prospect framework to evaluate this ap-
proach. Prospect allows custom plug-ins for generating the fast and
slow variants. With the help of our novel StackLifter, a process can
switch between the fast variant and the slow variant during runtime
at arbitrary positions.
CPUs is a major challenge. We describe a new compiler-based plat-
form, Prospect, that supports the parallelization of sequential appli-
cations. The underlying approach is a generalization of an existing
approach to parallelize runtime checks. The basic idea is to gener-
ate two variants of the application: (1) a fast variant having bare
bone functionality, and (2) a slow variant with extra functional-
ity. The fast variant is executed sequentially. Its execution is di-
vided into epochs. Each epoch is re-executed by an executor us-
ing the slow variant. The approach scales by running the executors
on multiple cores in parallel to each other and to the fast variant.
We have implemented the Prospect framework to evaluate this ap-
proach. Prospect allows custom plug-ins for generating the fast and
slow variants. With the help of our novel StackLifter, a process can
switch between the fast variant and the slow variant during runtime
at arbitrary positions.
Details
Original language | English |
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Pages | 164-172 |
Number of pages | 9 |
Publication status | Published - 2010 |
Peer-reviewed | Yes |
Conference
Title | The Third International Conference on Dependability |
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Abbreviated title | DEPEND 2010 |
Conference number | |
Duration | 18 - 25 July 2010 |
Website | |
Degree of recognition | International event |
Location | |
City | Venedig |
Country | Italy |
External IDs
Scopus | 77958018213 |
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Keywords
Research priority areas of TU Dresden
DFG Classification of Subject Areas according to Review Boards
Keywords
- Fault tolerance, event stream processing, speculation, software transactional memory, software bugs