A novel fog-cloud architecture to process serverless functions with adaptive timeout
Resumo
This paper presents a novel architecture to handle serverless functions with adaptive timeout, leveraging prediction to foresee how long the incoming request will take to finish based on historical data. This decision-making process aims to ensure that no request will be discarded, while maximizing execution throughput and offloading requests from the fog to the cloud when needed.Referências
Chowhan, K. (2018). Hands-on serverless computing. Packt Publishing, 1st edition.
Gorbenko, A., Romanovsky, A., and Tarasyuk, O. (2019). Fault tolerant internet computing: Benchmarking and modelling trade-offs between availability, latency and consistency. Journal of Network and Computer Applications, 146:102412.
Rauback Aubin, M., da Rosa Righi, R., Valiati, V. H., et al. Helastic: On combining threshold-based and serverless elasticity approaches for optimizing the execution of bioinformatics applications. Journal of Computational Science, 53:101407.
Szwarcfiter, J. L. and Markenzon, L. (1994). Estruturas de Dados e seus Algoritmos, volume 2. Livros Técnicos e Científicos.
Gorbenko, A., Romanovsky, A., and Tarasyuk, O. (2019). Fault tolerant internet computing: Benchmarking and modelling trade-offs between availability, latency and consistency. Journal of Network and Computer Applications, 146:102412.
Rauback Aubin, M., da Rosa Righi, R., Valiati, V. H., et al. Helastic: On combining threshold-based and serverless elasticity approaches for optimizing the execution of bioinformatics applications. Journal of Computational Science, 53:101407.
Szwarcfiter, J. L. and Markenzon, L. (1994). Estruturas de Dados e seus Algoritmos, volume 2. Livros Técnicos e Científicos.
Publicado
18/04/2022
Como Citar
CASSEL, Gustavo André Setti; RIGHI, Rodrigo da Rosa; RODRIGUES, Vinicius Facco.
A novel fog-cloud architecture to process serverless functions with adaptive timeout. In: ESCOLA REGIONAL DE ALTO DESEMPENHO DA REGIÃO SUL (ERAD-RS), 22. , 2022, Curitiba.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2022
.
p. 81-82.
ISSN 2595-4164.
DOI: https://doi.org/10.5753/eradrs.2022.19172.