Log-Based Fault Tolerance Proposal for Stream Parallelism
Abstract
Sistemas de processamento de stream precisam ser capazes de lidar com grandes volumes de dados e por tempo indeterminado. A necessidade de analises em tempo real tornam o paralelismo e mecanismos de tolerância a falhas essenciais nesse contexto. Nesta pesquisa propomos implementar suporte à um protocolo de tolerância a falhas baseado em log em uma biblioteca para processamento de stream de alto nível para C++.References
Andrade, H. C., Gedik, B., and Turaga, D. S. (2014). Fundamentals of stream processing: application design, systems, and analytics. Cambridge University Press.
Bordin, M. V., Griebler, D., Mencagli, G., Geyer, C. F., and Fernandes, L. G. L. (2020). Dspbench: A suite of benchmark applications for distributed data stream processing systems. IEEE Access, 8:222900–222917.
Griebler, D., Danelutto, M., Torquati, M., and Fernandes, L. G. (2017). Spar: a dsl for high-level and productive stream parallelism. Parallel Processing Letters, 27(01):1740005.
Löff, J., Hoffmann, R. B., Pieper, R., Griebler, D., and Fernandes, L. G. (2022). Dsparlib: A c++ template library for distributed stream parallelism. International Journal of Parallel Programming, 50(5):454–485.
Bordin, M. V., Griebler, D., Mencagli, G., Geyer, C. F., and Fernandes, L. G. L. (2020). Dspbench: A suite of benchmark applications for distributed data stream processing systems. IEEE Access, 8:222900–222917.
Griebler, D., Danelutto, M., Torquati, M., and Fernandes, L. G. (2017). Spar: a dsl for high-level and productive stream parallelism. Parallel Processing Letters, 27(01):1740005.
Löff, J., Hoffmann, R. B., Pieper, R., Griebler, D., and Fernandes, L. G. (2022). Dsparlib: A c++ template library for distributed stream parallelism. International Journal of Parallel Programming, 50(5):454–485.
Published
2025-04-23
How to Cite
MARTINS, Eduardo M.; GRIEBLER, Dalvan.
Log-Based Fault Tolerance Proposal for Stream Parallelism. In: REGIONAL SCHOOL OF HIGH PERFORMANCE COMPUTING FROM SOUTHERN BRAZIL (ERAD-RS), 25. , 2025, Foz do Iguaçu/PR.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2025
.
p. 129-130.
ISSN 2595-4164.
DOI: https://doi.org/10.5753/eradrs.2025.6505.
