Title | CityResolver: A Decision Support System for Conflict Resolution in Smart Cities |
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ID_Doc | 41457 |
Authors | Ma, MY; Stankovic, JA; Feng, L |
Title | CityResolver: A Decision Support System for Conflict Resolution in Smart Cities |
Year | 2018 |
Published | |
Abstract | Resolution of conflicts across services in smart cities is an important yet challenging problem. We present CityResolver - a decision support system for conflict resolution in smart cities. CityResolver uses an Integer Linear Programming based method to generate a small set of resolution options, and a Signal Temporal Logic based verification approach to compute these resolution options' impact on city performance. The trade-offs between resolution options are shown in a dashboard to support decision makers in selecting the best resolution. We demonstrate the effectiveness of CityResolver by comparing the performance with two baselines: a smart city without conflict resolution, and CityGuard which uses a priority rule-based conflict resolution. Experimental results show that CityResolver can reduce the number of requirement violations and improve the city performance significantly. |