Titlebook: Verification and Evaluation of Computer and Communication Systems; 16th International C Belgacem Ben Hedia,Yassine Maleh,Moez Krichen Confe

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nics. We developed an MBL method that can build an effective indexing scheme for retrieving good reference cases from a case base of previous ship designs. Empirical results show that the indexing scheme generated by MBL outperforms those by other learning methods such as the decision tree learning.

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,A QoE Driven DRL Approach for Network Slicing Based on SFC Orchestration in SDN/NFV Enabled Networktwork Functions (VNFs) linked through virtual links that packets need to traverse within a network slice to achieve specific service requirements. We show throughout numerical experiments how Dueling DQN outperforms DQN in this scenario and how we can compare its performances with those of reference

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An Enhanced Interface-Based Probabilistic Compositional Verification Approach,erence on the global requirement from local results. Moreover, the soundness of our proposed framework has been substantiated, ensuring that it correctly interprets and applies the properties of the system under scrutiny. In the final phase, we leveraged the PRISM model checker to assess the effecti

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A Sound Abstraction Method Towards Efficient Neural Networks Verification,er-approximates the original one. Concretely, it consists in merging a set of neurons that have positive outgoing weights and substituting it with a single abstract neuron, while ensuring that if a given property holds on the abstract network, it necessarily holds on the original one. In order to as

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,Command & Control in UAVs Fleets: Coordinating Drones for Ground Missions in Changing Contexts,and driven towards the achievement of tasks at the service of a high-level objective. With the recent increase in distributiveness and variety of information, C2 found new interesting application areas (disaster relief and financial operations; mass vaccination campaigns; etc.).This paper explores t

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Verification and Evaluation of Computer and Communication Systems16th International C

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