In the Intelligent Distributed Environmental Assessment (IDEA) system, sensors are used to measure noise and air pollution. The architecture is service-oriented, allowing application architects to combine services provided by the system platform in order to satisfy application needs. A typical user application may require a set of those services. Because of the sensor nodes' resource limitation, some services may not keep Quality of Service (QoS) levels stable over a long period, which could lead to Service Layer Agreement (SLA) violations. To maintain SLA, QoS levels must be estimated so that services can be properly invoked and combined to satisfy the user's QoS requirements. This paper proposes a novel approach to estimate QoS levels of web services. On the basis of monitored values of QoS parameters, a Na{\"i}ve Bayes estimation model is developed to select the best-suited services. This paper also presents approaches adopted to monitor QoS levels of web services in the IDEA environment.
Nguyen The, C, De Caro, N, Dominguez Bonini, FX, Steenhaut, K & Touhafi, A 2013, QoS Level Estimation for Web Service Composition in an Environmental Assessment System. in Proceedings of the 19th IEEE International Workshop on Local and Metropolitan Area Networks. IEEE Xplore, Local & Metropolitan Area Networks (LANMAN), 2013 19th IEEE Workshop on, Brussels, Belgium, 10/04/13.
Nguyen The, C., De Caro, N., Dominguez Bonini, F. X., Steenhaut, K., & Touhafi, A. (2013). QoS Level Estimation for Web Service Composition in an Environmental Assessment System. In Proceedings of the 19th IEEE International Workshop on Local and Metropolitan Area Networks IEEE Xplore.
@inproceedings{8dde4a5fc80c4446ae11f154f266c197,
title = "QoS Level Estimation for Web Service Composition in an Environmental Assessment System",
abstract = "In the Intelligent Distributed Environmental Assessment (IDEA) system, sensors are used to measure noise and air pollution. The architecture is service-oriented, allowing application architects to combine services provided by the system platform in order to satisfy application needs. A typical user application may require a set of those services. Because of the sensor nodes' resource limitation, some services may not keep Quality of Service (QoS) levels stable over a long period, which could lead to Service Layer Agreement (SLA) violations. To maintain SLA, QoS levels must be estimated so that services can be properly invoked and combined to satisfy the user's QoS requirements. This paper proposes a novel approach to estimate QoS levels of web services. On the basis of monitored values of QoS parameters, a Na{\"i}ve Bayes estimation model is developed to select the best-suited services. This paper also presents approaches adopted to monitor QoS levels of web services in the IDEA environment.",
keywords = "Estimation model, Web service composition, QoSbased composition, Sensor web services",
author = "{Nguyen The}, Cuong and {De Caro}, Niccolo and {Dominguez Bonini}, {Federico Xavier} and Kris Steenhaut and Abdellah Touhafi",
year = "2013",
month = apr,
day = "10",
language = "English",
booktitle = "Proceedings of the 19th IEEE International Workshop on Local and Metropolitan Area Networks",
publisher = "IEEE Xplore",
note = "Local & Metropolitan Area Networks (LANMAN), 2013 19th IEEE Workshop on, LANMAN 2013 ; Conference date: 10-04-2013 Through 12-04-2013",
}