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You are designing a machine learning system for a global e-commerce platform that expects to handle a tenfold increase in user traffic during the holiday season. The system must efficiently process and analyze large volumes of transaction data in real-time to provide personalized recommendations. Considering the need for scalability, cost-efficiency, and compliance with data protection regulations, which of the following best describes the significance of 'scalability' in this context? (Choose one correct option)
A
The system's ability to maintain high accuracy levels despite the increase in data volume and user requests.
B
The system's capability to reduce operational costs by optimizing resource usage during peak and off-peak times.
C
The system's capacity to dynamically adjust its computational resources to handle the increased data loads and user traffic without degradation in performance.
D
The system's feature to simplify the model architecture to ensure faster deployment and easier maintenance.