Cloud computing brings new challenges to _______________ management, because traditional licensing models do not fit well with scalable resources.

Commercial management relates to vendor and contract relationships broadly, not specifically to the licensing cost-model mismatch introduced by scalable cloud resources.

Cloud environments scale dynamically, meaning resource usage - and therefore cost - fluctuates constantly, which traditional fixed-cost licensing models cannot accommodate. Financial management must adapt to variable operating expenditure (OpEx) models, consumption-based billing, and chargeback or showback mechanisms. Budgeting, forecasting, and cost allocation all require new approaches in a cloud context.

Legal management concerns regulatory compliance and contractual obligations, not the financial structuring of software licenses for elastic workloads.

Service management focuses on delivery and support of IT services, not on the financial mechanics of licensing scalable infrastructure.