Avaliação da Performance de Estratégias de Decisão de Mobilidade MADM na Perspectiva da Eficiência de QoE
Resumo
O estado da arte na avaliação de gerenciamento de mobilidade orientada para a qualidade por meio de técnicas de decisão MADM apenas aborda as medidas dos níveis de Qualidade de Serviço (Quality of Service – QoS) dos pacotes das redes. Nesse sentido, este trabalho preenche esta lacuna através de uma ampla revisão dos métodos MADM aplicados ao processo de decisão de mobilidade orientada para a qualidade por meio da realização de uma avaliação de QoE, centrada no usuário, desses algoritmos em relação ao nosso trabalho anterior: o Extended Elitism for Best Selection (E2BS). A avaliação de QoE é conduzida por meio da flexibilidade provida pelo paradigma de Redes Móveis Definidas por Software (Software-Defined Mobile Networking – SDMN). Os resultados da análise QoE demonstram que o E2BS supera os métodos selecionados baseados em MADM, melhorando a QoE percebida pelos usuários móveis ao consumir fluxos móveis multimídia.
Referências
dos Santos, C. H., de Lima, M. P., Silva, F. S. D., and Neto, A. (2017). Performance evaluation of multiple attribute mobility decision models: A qoe-efciency perspective. In 2017 IEEE 13th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), pages 159–166. IEEE.
Fontes, R., Afzal, S., Brito, S., Santos, M., and Rothenberg, C. (2015). Mininet-WiFi: Emulating software-dened wireless networks. In 2015 11th International Conference on Network and Service Management (CNSM), pages pp. 384–389.
Golmie, N. (2009). Seamless mobility: are we there yet? IEEE Wireless Communications, 16(4):12–13.
Golmie, N., Melia, T., Bajko, G., Das, S., and Zú˜niga, J.-C. (2009). IEEE 802.21 Mobility Services Framework Design (MSFD). RFC 5677.
Group, I. . W. et al. (1999). Part11: Wireless lan medium access control (mac) and physical layer (phy) specications. ANSI/IEEE Std. 802.11.
Gupta, A. and Jha, R. K. (2015). A survey of 5g network: Architecture and emerging technologies. IEEE Access, 3:1206–1232.
IEEE Std 802.11e-2005 (2005). IEEE standard for information technology–local and metropolitan area networks–specic requirements–part 11: Wireless lan medium access control (MAC) and physical layer (PHY) specications amendment 8: Medium access control (mac) quality of service enhancements. IEEE Std 802.11e (Amendment to IEEE Std 802.11, 1999 Edition (Reaff 2003), pages 1–212.
Klaue, J., Rathke, B., and Wolisz, A. (2003). Evalvid – a framework for video transmission and quality evaluation. In 13th Int. Conference on Modelling Techniques and Tools (TOOLS 2003), pages pp. 255–272.
Lahby, M., Cherkaoui, L., and Adib, A. (2013). A novel ranking algorithm based network selection for heterogeneous wireless access. JNW, 8(2):263–272.
Liyanage, M., Gurtov, A., and Ylianttila, M. (2015). SDMN, pages 440–. Wiley Telecom.
Martinez-Morales, J. D., Pineda-Rico, U., and Stevens-Navarro, E. (2010). Performance comparison between madm algorithms for vertical handoff in 4g networks. In Electrical Engineering Computing Science and Automatic Control (CCE), 2010, pages 309– 314. IEEE.
McKeown, N., Anderson, T., Balakrishnan, H., Parulkar, G., Peterson, L., Rexford, J., Shenker, S., and Turner, J. (2008). OpenFlow: enabling innovation in campus networks. SIGCOMM Comput. Commun. Rev., vol. 38(2):pp. 69–74.
Obayiuwana, E. and Falowo, O. E. (2017). Network selection in heterogeneous wireless networks using multi-criteria decision-making algorithms: a review. Wireless Networks, 23(8):2617–2649.
Silva, F., Castillo-Lema, J., Neto, A., Silva, F., Rosa, P., Corujo, D., Guimarães, C., and Aguiar, R. (2014). Entity title architecture extensions towards advanced qualityoriented mobility control capabilities. In Computers and Communication (ISCC), 2014 IEEE Symposium on, pages 1–6. IEEE.
Silva, F. S. D., Neto, A. V., Maciel, D., Castillo-Lema, J., Silva, F., Frosi, P., and Cerqueira, E. (2016). An innovative software-dened winemo architecture for advanced qos-guaranteed mobile service transport. Computer Networks, 107:270–291.
Yoon, P. K., Hwang, C.-L., and Yoon, K. (1995). Multiple Attribute Decision Making: An Introduction (Quantitative Applications in the Social Sciences). Sage Pubn Inc.
Zekri, M., Jouaber, B., and Zeghlache, D. (2012). A review on mobility management and vertical handover solutions over heterogeneous wireless networks. Computer Communications, 35(17):2055–2068.
Fontes, R., Afzal, S., Brito, S., Santos, M., and Rothenberg, C. (2015). Mininet-WiFi: Emulating software-dened wireless networks. In 2015 11th International Conference on Network and Service Management (CNSM), pages pp. 384–389.
Golmie, N. (2009). Seamless mobility: are we there yet? IEEE Wireless Communications, 16(4):12–13.
Golmie, N., Melia, T., Bajko, G., Das, S., and Zú˜niga, J.-C. (2009). IEEE 802.21 Mobility Services Framework Design (MSFD). RFC 5677.
Group, I. . W. et al. (1999). Part11: Wireless lan medium access control (mac) and physical layer (phy) specications. ANSI/IEEE Std. 802.11.
Gupta, A. and Jha, R. K. (2015). A survey of 5g network: Architecture and emerging technologies. IEEE Access, 3:1206–1232.
IEEE Std 802.11e-2005 (2005). IEEE standard for information technology–local and metropolitan area networks–specic requirements–part 11: Wireless lan medium access control (MAC) and physical layer (PHY) specications amendment 8: Medium access control (mac) quality of service enhancements. IEEE Std 802.11e (Amendment to IEEE Std 802.11, 1999 Edition (Reaff 2003), pages 1–212.
Klaue, J., Rathke, B., and Wolisz, A. (2003). Evalvid – a framework for video transmission and quality evaluation. In 13th Int. Conference on Modelling Techniques and Tools (TOOLS 2003), pages pp. 255–272.
Lahby, M., Cherkaoui, L., and Adib, A. (2013). A novel ranking algorithm based network selection for heterogeneous wireless access. JNW, 8(2):263–272.
Liyanage, M., Gurtov, A., and Ylianttila, M. (2015). SDMN, pages 440–. Wiley Telecom.
Martinez-Morales, J. D., Pineda-Rico, U., and Stevens-Navarro, E. (2010). Performance comparison between madm algorithms for vertical handoff in 4g networks. In Electrical Engineering Computing Science and Automatic Control (CCE), 2010, pages 309– 314. IEEE.
McKeown, N., Anderson, T., Balakrishnan, H., Parulkar, G., Peterson, L., Rexford, J., Shenker, S., and Turner, J. (2008). OpenFlow: enabling innovation in campus networks. SIGCOMM Comput. Commun. Rev., vol. 38(2):pp. 69–74.
Obayiuwana, E. and Falowo, O. E. (2017). Network selection in heterogeneous wireless networks using multi-criteria decision-making algorithms: a review. Wireless Networks, 23(8):2617–2649.
Silva, F., Castillo-Lema, J., Neto, A., Silva, F., Rosa, P., Corujo, D., Guimarães, C., and Aguiar, R. (2014). Entity title architecture extensions towards advanced qualityoriented mobility control capabilities. In Computers and Communication (ISCC), 2014 IEEE Symposium on, pages 1–6. IEEE.
Silva, F. S. D., Neto, A. V., Maciel, D., Castillo-Lema, J., Silva, F., Frosi, P., and Cerqueira, E. (2016). An innovative software-dened winemo architecture for advanced qos-guaranteed mobile service transport. Computer Networks, 107:270–291.
Yoon, P. K., Hwang, C.-L., and Yoon, K. (1995). Multiple Attribute Decision Making: An Introduction (Quantitative Applications in the Social Sciences). Sage Pubn Inc.
Zekri, M., Jouaber, B., and Zeghlache, D. (2012). A review on mobility management and vertical handover solutions over heterogeneous wireless networks. Computer Communications, 35(17):2055–2068.
Publicado
06/05/2018
Como Citar
LIMA, Mathews P. S.; DOS SANTOS, Charles H. F.; SILVA, Felipe S. D.; VENÂNCIO NETO, Augusto.
Avaliação da Performance de Estratégias de Decisão de Mobilidade MADM na Perspectiva da Eficiência de QoE. In: WORKSHOP DE TRABALHOS DE INICIAÇÃO CIENTÍFICA E DE GRADUAÇÃO - SIMPÓSIO BRASILEIRO DE REDES DE COMPUTADORES E SISTEMAS DISTRIBUÍDOS (SBRC), 1. , 2018, Campos do Jordão.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2018
.
ISSN 2177-9384.
DOI: https://doi.org/10.5753/sbrc_estendido.2018.14636.
