A Flexible Mining Architecture for Providing New E-Knowledge Services

Castellano, M.; Pastore, Nicholas; Arcieri, F.; Summo, V.; Grecis, G.B. de

doi:10.1109/hicss.2005.13

Cited by 5 publications

(3 citation statements)

References 11 publications

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“…Simply stated, in an SOA, business processes appear as a set of separate components that can be joined and choreographed to create composite applications and processes and so there are following benefits: flexibility, that is to say, a service can be located on any server, and relocated as necessary, as long as it maintains its registry entry, prospective clients will be able to find it; scalability, that is to say, services can be added and removed as demand varies; replaceability, that is to say, provided that the original interfaces are preserved, a new or updated implementation of a service can be introduced, and outdated implementations can be retired, without disruption to users [1,2,3,14].…”

Section: The Service-oriented Architecturementioning

confidence: 99%

Applying a Flexible Mining Architecture to Intrusion Detection

Castellano

Marra

Aprile

et al. 2007

The Second International Conference on Availability, Reliability and Security (ARES'07)

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Data mining is becoming a pervasive technology in several activities as using historical data to predict the success of a marketing campaign, looking for patterns in financial transactions to discover illegal activities or analyzing genome sequences. In this paper we adopt a reference flexible mining architecture able to discover knowledge in a distributed and heterogeneous environment. In the context of security, the information we are seeking is the knowledge of whether a security breach has been experienced, and if the answer is yes, who is the perpetrator. To this purpose, the guide lines of the Service Oriented Architecture, SOA, and the Orchestration model have been considered as a way to realize a our proposal of Knowledge Discovery Process to Intrusion Detection.

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Section: The Service-oriented Architecturementioning

confidence: 99%

Applying a Flexible Mining Architecture to Intrusion Detection

Castellano

Marra

Aprile

et al. 2007

The Second International Conference on Availability, Reliability and Security (ARES'07)

View full text Add to dashboard Cite

show abstract

“…Simply stated, in an SOA, business processes appear as a set of separate components that can be joined and choreographed to create composite applications and processes and so there are following benefits: flexibility, that is to say, a service can be located on any server, and relocated as necessary, as long as it maintains its registry entry, prospective clients will be able to find it; scalability, that is to say, services can be added and removed as demand varies; replace ability, that is to say, provided that the original interfaces are preserved, a new or updated implementation of a service can be introduced, and outdated implementations can be retired, without disruption to users [1,2,3,14,15].…”

Section: B the Service Oriented Architecturementioning

confidence: 99%

A Decision Support System base line Flexible Architecture to Intrusion Detection

Castellano¹,

Marra²,

Aprile³

et al. 2007

JSW

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Becoming more competitive and more effective in the current scenes of Business and Public Administration, the organizations must be able to approach easily and quickly to the information on the customers and the external conditions of market. In other words it means to head at the improvement of the Decision Support Systems. Decision Support System is concerned with developing systems aimed at helping decision makers solve problems and make decisions. In this paper, we refer to a decision support system based on flexible architecture able to discover the knowledge in a distributed and heterogeneous multi-organization environment. The system architecture has been designed according to the Service Oriented Architecture and Model View Controller design pattern. Moreover it is based on a mining engine whose purpose is to generate and to use suitable e-services for knowledge by driving the user through various stages of the Knowledge Discovery process. An Intrusion Detection application is also described.

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“…A model-view-controller (MVC) architectural pattern [4,5] shown in Fig., 3 can be used to specify the architecture of the system for mining topological relationship patterns from spatiotemporal databases. The model encapsulates the spatiotemporal data and contains functions and application logic.…”

Section: Model-view-controller Architecture Of the Systemmentioning

confidence: 99%