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Software design for simulation driven optimization
This thesis describes a flexible framework for abstract numerical algorithms which treats algorithms as objects and makes them reusable, composable, and modifiable. These algorithm objects are implemented using the Rice ...
Program analysis and transformation in mathematical programming
Over the years, mathematical models have become increasingly complex. Rarely can we accurately model a process using only linear or quadratic functions. Instead, we must employ complicated routines written in some programming ...
Performance virtualization and QoS in shared storage systems
To handle the growing demands of data intensive applications, storage consolidation is becoming an attractive organizational paradigm. The benefits of consolidation include universal data access, sharing among users, ...