Global telecommunication systems are built with extensive redundancy and complex management systems to ensure robustness. Fault identi cation and management of this complexity is an open research issue with which data mining can greatly assist. This paper proposes a hybrid data mining architecture and a parallel genetic algorithm (PGA) applied to the mining of Bayesian Belief Networks (BBN) fro...

With the rapid evolution of telecommunication networks, real-time network traffic management is becoming more and more crucial. We propose here a modular system for performing diagnosis at different levels of the network. It is designed as an aid to the operator. We present results of different experiments with a first version of this system which operates at a local level.

In this paper, we split the service management layer, as defined in the Telecommunication Management Network (TMN), into two sublayers, namely the service application management sublayer and the service network management sublayer. The former deals with managing the mapping of the non functional requirements into functional constraints over the telecommunication service of interest, while the s...

The recent technological advances in world wide web arena with hyper text capable browsers along with the widely available client-server technology has created a new approach to software development in the telecommunication network management industry. Traditionally, network capacity planning and delivery and network information technology software has been custom developed due to the nature of...

Telecommunication management network (TMN) systems represent diverse telecommunication domains with wideranging functionality which frequently employ different technologies and produce isolated solutions. Yet as telecommunications become more sophisticated, there is a growing need for telecommunication management integration and interoperability. The paper presents a general TMN computing-platf...

Hybrid mobility management schemes integrating mobile IP and SIP for seamless invocation of services in all-IP network , " Telecommunication Systems, 2011. A novel user's authenti-cation scheme for pervasive on-line media services, " Telecommunication Systems,

The world-wide telecommunication deregulation and competition increases the demand for a better integrated service management environment which can integrate different management technology to manage different switched and transmission networks. CORBA as a general purpose distributed object management technology is gaining acceptance in the telecommunication industry. It has demonstrated its ab...

A computer network management system presents one manager and several agents. The management of large networks demands much computer resources and management system capacity, impossible to achieve with just one manager. The TMN standard, that intends to standardize management systems for telecommunication networks offering those resources, already foresees the use of several managers organized ...