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D.3.3 ALGORITHMS FOR INCREMENTAL ... - SecureChange

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5.3 Evaluation with respect to the Success Criteria<br />

In this section we evaluate the performance of the modeling and reasoning approach to<br />

requirements evolution with respect to the success criteria identified in section 4.1.<br />

SC1 : The phases of the change management process adopted by Air Navigation<br />

Service Providers (ANSP) are identified. For each phase of the process the participants<br />

and the artifacts used to support the phase are identified.<br />

As attested by the graph illustrated in Figure 3, during the WS1 and WS2 workshops,<br />

the requirement analysts gain a deep-understanding of the change management<br />

process adopted by ANSPs. The process mainly consists of the following phases:<br />

1. Brainstorming. This phase aims at exploring the different options for responding<br />

to a proposed change and evaluating their feasibility. Air traffic controllers, technical,<br />

and managers try to identify the new high level operational requirements and<br />

the different possible alternative operational and technical procedures. The operational<br />

requirements and procedures are represented as influence diagrams [13].<br />

2. Risk Assessment. The objective of this phase is to identify the nature of the proposed<br />

change. If there is no impact at operational level the change is minor and can<br />

be directly implemented without performing any simulation or training for the air<br />

traffic controllers. On the contrary, if simulation is needed, the change is a major<br />

change.<br />

3. Fast Time Simulation. The aim of this phase is to assess the impact of change on<br />

the operational procedures by performing computer-based simulation.<br />

4. Real Time Simulation. This phase evaluates the impact of the change with humans<br />

in a real environment. Humans can propose minor changes to be implemented.<br />

SC2 : The approach to model and reason on evolution can support and facilitate<br />

the change management process adopted by Air Navigation Service Providers.<br />

The participants P5 and P12 have pointed out that currently, in the whole ATM domain<br />

an increasing interest is devoted to methodologies and processes supporting and<br />

documenting the decision making activities within the SESAR Programme. They have<br />

mentioned that main open issues are change management and the need of a formal<br />

methodology to trace and assess the introduction of new operational concepts and their<br />

impact on ATM Key Performance Areas. P5 and P12 have reported that now the different<br />

phases of the change process adopted by Air Navigation Service Providers are supported<br />

by influence diagrams that allow to trace strategic objectives to operational solution<br />

and that allow to perform what if analysis to understand the impact of a proposed<br />

change. P6 and P9 suggested that the Evolution Elicitation and Probability Estimation<br />

might be useful during the brainstorming phase to identify the alternative operational<br />

requirements associated with a proposed change. The Reasoning phase instead can be<br />

used to support the decision makers in identifying the best solution at operational level<br />

to be implemented.<br />

The comments of P5 and P12, thus, indicate that the approach to model and reason<br />

on evolution can support managers and controllers during each phase of the change<br />

process.<br />

SC3: The approach to model and reason on requirements evolution is sufficiently<br />

expressive to capture the evolution in the ATM domain.<br />

12

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