Who should consider using METS-R? ================================= The METS-R simulator consists of a variety of features that may serve different types of tasks. In its standalone mode, it can simulate city-level mobility services (i.e., ride-hailing, bus) with electric vehicles. In the high-performance computing (HPC) mode, a cloud-based control can be integrated. This mode facilitates seamless integration with Kafka data streams, allowing for more refined control strategies (e.g., eco-routing, demand-adaptive transit scheduling). Additionally, the HPC mode transforms the METS-R SIM into a parallel environment, making it ideal for extensive data generation tasks. Currently, the METS-R SIM is under active development to enhance the aforementioned features, and to be able to be used together with CARLA as a co-simulator. From the design perspective, the relationship between the running modes and potential applications is as follows. .. list-table:: :widths: 15 35 30 20 :header-rows: 1 * - Running mode - Description - Applications - Target users * - Standalone - This mode supports first-come-first-serve ridehailing and static transit. It requires only the `simulation module `__. - Verifying infrastructure (i.e., charging stations, bus stops) and service fleet size design - Planners, policymakers * - Synchronized (HPC) - The simulation waits until the HPC module ``__ sends a tick, enabling co-simulation and rigorous tests of cloud-based operational algorithms. - Optimizing/verifying advanced operational algorithms - Researchers, service providers