4,767 research outputs found

    INFORMATION FUSION IN CONTINUOUS ASSURANCE

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    We extend continuous assurance research by proposing a novel continuous assurance architecture grounded in information fusion research. Existing continuous assurance architectures focus primarily on methods of monitoring assurance clients’ systems to detect anomalous activities and have not addressed the question of how to process the detected anomalies. Consequently, actual implementations of these systems typically detect a large number of anomalies, with the resulting information overload leading to suboptimal decision making due to human information processing limitations. The proposed architecture addresses these issues by performing anomaly detection, aggregation and evaluation. Within the proposed architecture, artifacts developed in prior continuous assurance, ontology, and artificial intelligence research are used to perform the detection, aggregation and evaluation information fusion tasks. The architecture contributes to the academic continuous assurance literature and has implications for practitioners involved in the development of more robust and useful continuous assurance system

    Pre-Congestion Notification (PCN) Architecture

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    This document describes a general architecture for flow admission and termination based on pre-congestion information in order to protect the quality of service of established, inelastic flows within a single Diffserv domain.\u

    IMPLEMETING THE E-MANAGEMENT WITHIN THE SMALL AND MEDIUM ENTERPRISES IN ROMANIA - A PREMISE FOR ENSURING A DURABLE DEVELOPMENT

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    The present article introduces the ways and advantages of implementing the e-Management systems, based on decision assistance software, within the Romanian small and medium enterprises that have set as main goal for the near future the durable development, considering the more and more turbulent and dynamic business environment.SMEs, opportunities, informational society, knowledge society, E-Management, E-Business, Management, performance, durable development

    Self-Optimization of Internet Services with Dynamic Resource Provisioning

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    Self-optimization through dynamic resource provisioning is an appealing approach to tackle load variation in Internet services. It allows to assign or release resources to/from Internet services according to the varying load. However, dynamic resource provisioning raises several challenges among which: (i) How to plan a good capacity of an Internet service, i.e.~a necessary and sufficient amount of resource to handle the Internet service workload, (ii) How to manage both gradual load variation and load peaks in Internet services, (iii) How to prevent system oscillations in presence of potentially concurrent dynamic resource provisioning, and (iv) How to provide generic self-optimization that applies to different Internet services such as e-mail services, streaming servers or e-commerce web systems. This paper precisely answers these questions. It presents the design principles and implementation details of a self-optimization autonomic manager. It describes the results of an experimental evaluation of the self-optimization manager with a realistic e-commerce multi-tier web application running in a Linux cluster of computers. The experimental results show the usefulness of self-optimization in terms of end-user's perceived performance and system's operational costs, with a negligible overhead

    A Context Framework for Process-oriented Information Logistics

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    A continuously increasing data overload makes it a challenging task for knowledge-workers and decision-makers to quickly identify relevant information, i.e., information they need when executing business processes. To tackle this challenge, process-oriented information logistics is a promising approach. The basic idea is to provide the right process information, in the right format and quality, at the right place, at the right point in time, and to the right people. To achieve this, it becomes particularly important to take the work context of process participants into account. In fact, knowing and utilizing context information is a prerequisite to effectively provide relevant process information to process participants. This paper provides a sophisticated context framework for enabling context-awareness in process-oriented information logistics
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