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With the increasing adoption of virtualization and the transition towards cloud computing platforms, modern enterprise software systems are becoming increasingly complex and dynamic. The lack of direct control over the underlying physical hardware and the resulting gap between logical and physical resource allocations pose some major challenges in providing Quality-of-Service (QoS) guarantees. Due to the inability to automatically keep track of the complex interactions between the applications and workloads sharing the physical infrastructure, modern enterprise systems often exhibit poor QoS and resource efficiency, and have high operating costs.
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