While the Differentiated Services (DiffServ) infrastructure is scalable and robust in providing network Quality of Service (QoS), there are serious drawbacks with the services provided by DiffServ: (1) the services are coarse-grained and oneway only; (2) no service differentiation and resource isolation are provided to meta-data packets such as TCP SYN and ACK packets. Moreover, the coarse-grai...

In this article, we exploit Semi-Supervised Learning ( SSL ) to increase the amount of training data improve performance Fine-Grained Visual Categorization FGVC ). This problem has not been investigated in past spite prohibitive annotation costs that requires. Our approach leverages unlabeled with an adversarial optimization strategy which internal features representation is obtained a second-o...

Dynamic Aspect Oriented Programming (AOP) technologies typically provide coarse-grained mechanisms for adapting aspects that cross-cut a system deployment; i.e. whole aspect modules can be added and removed at runtime. However, in this paper we demonstrate that adaptation of the finer-grained elements of individual aspect modules is required in highly dynamic systems and applications. We presen...