Uma estratégia para divisão de tarefas entre os nodos buscando o balanceamento de carga em RSSF reativas
Resumo
Redes de Sensores sem fio possuem muitas aplicações, dentre elas o monitoramento de ambientes. Algumas destas aplicações requerem o processamento de dados multimídia e os nodos da rede muitas vezes sao mantidos por bateria, assim o tempo de vida da rede depende da carga de bateria dos nodos. Técnicas para balanceamento de carga em redes de sensores com redundância na cobertura dos nodos, costumam decidir qual nodo ira executar o processamento, mas não dividem tarefas de processamento entre vizinhos. Neste trabalho, e proposta uma técnica de balanceamento de carga que divide as tarefas de processamento entre nodos, explorando a redundancia dos dados detectados no balanceamento da carga. Por meio de um estudo de caso, os resultados da tecnica proposta são comparados ao estado-da-arte.
Palavras-chave:
redes de sensores sem fio, balanceamento de carga, divisão de tarefas, eventos multimídia, tempo de vida
Referências
O. I. Khalaf and B. M. Sabbar, “An overview on wireless sensor networks and finding optimal location of nodes,” Periodicals of Engineering and Natural Sciences (PEN), vol. 7, no. 3, pp. 1096–1101, 2019.
K. Bairagi, S. Mitra, and U. Bhattacharya, “Coverage aware dynamic scheduling strategies for wireless video sensor nodes to reduce energy consumption,” in 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT). IEEE, 2020, pp. 1–7.
F. Karray, M. W. Jmal, A. Garcia-Ortiz, M. Abid, and A. M. Obeid, “A comprehensive survey on wireless sensor node hardware platforms,” Computer Networks, vol. 144, pp. 89–110, 2018.
R. Chiwariro et al., “Quality of service aware routing protocols in wireless multimedia sensor networks: survey,” International Journal of Information Technology, pp. 1–12, 2020.
I. A. Pereira, L. B. d. Brisolara, and P. R. Ferreira, “Application-level load balancing for reactive wireless sensor networks: An approach based on constraint optimization problems,” in Brazilian Conference on Intelligent Systems (BRACIS). Springer, 2020, pp. 63–76.
P. R. Ferreira, L. Brisolara, and L. S. Indrusiak, “Decentralised load balancing in event-triggered wsns based on ant colony work division,” in 41st Euromicro Conference on Software Engineering and Advanced Applications (SEAA). IEEE, 2015, pp. 69–75.
W. S. Souza, L. B. de Brisolara, and P. R. Ferreira, “Load balancing based on multimedia task division for reactive wsns: Case study for pest management,” in 2022 XII Brazilian Symposium on Computing Systems Engineering (SBESC). IEEE, 2022, pp. 1–8.
I. Caliskanelli, J. Harbin, L. S. Indrusiak, P. Mitchell, F. Polack, and D. Chesmore, “Bioinspired load balancing in large-scale wsns using pheromone signalling,” International Journal of Distributed Sensor Networks, vol. 9, no. 7, p. 172012, 2013.
C. Perez-Granados, “Birdnet: applications, performance, pitfalls and future opportunities,” Ibis, 2023.
K. Bairagi, S. Mitra, and U. Bhattacharya, “Coverage aware dynamic scheduling strategies for wireless video sensor nodes to reduce energy consumption,” in 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT). IEEE, 2020, pp. 1–7.
F. Karray, M. W. Jmal, A. Garcia-Ortiz, M. Abid, and A. M. Obeid, “A comprehensive survey on wireless sensor node hardware platforms,” Computer Networks, vol. 144, pp. 89–110, 2018.
R. Chiwariro et al., “Quality of service aware routing protocols in wireless multimedia sensor networks: survey,” International Journal of Information Technology, pp. 1–12, 2020.
I. A. Pereira, L. B. d. Brisolara, and P. R. Ferreira, “Application-level load balancing for reactive wireless sensor networks: An approach based on constraint optimization problems,” in Brazilian Conference on Intelligent Systems (BRACIS). Springer, 2020, pp. 63–76.
P. R. Ferreira, L. Brisolara, and L. S. Indrusiak, “Decentralised load balancing in event-triggered wsns based on ant colony work division,” in 41st Euromicro Conference on Software Engineering and Advanced Applications (SEAA). IEEE, 2015, pp. 69–75.
W. S. Souza, L. B. de Brisolara, and P. R. Ferreira, “Load balancing based on multimedia task division for reactive wsns: Case study for pest management,” in 2022 XII Brazilian Symposium on Computing Systems Engineering (SBESC). IEEE, 2022, pp. 1–8.
I. Caliskanelli, J. Harbin, L. S. Indrusiak, P. Mitchell, F. Polack, and D. Chesmore, “Bioinspired load balancing in large-scale wsns using pheromone signalling,” International Journal of Distributed Sensor Networks, vol. 9, no. 7, p. 172012, 2013.
C. Perez-Granados, “Birdnet: applications, performance, pitfalls and future opportunities,” Ibis, 2023.
Publicado
26/11/2024
Como Citar
SOUZA, Weslen S.; DE BRISOLARA, Lisane Brisolara; FERREIRA JR., Paulo R..
Uma estratégia para divisão de tarefas entre os nodos buscando o balanceamento de carga em RSSF reativas. In: ARTIGOS COMPLETOS - SIMPÓSIO BRASILEIRO DE ENGENHARIA DE SISTEMAS COMPUTACIONAIS (SBESC), 14. , 2024, Recife/PE.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2024
.
p. 1-6.
ISSN 2763-9002.
DOI: https://doi.org/10.5753/sbesc_estendido.2024.244191.