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A Regression Approach To Execution Time Estimation For Programs Running On Multicore Systems, Mohammad Alshamlan
A Regression Approach To Execution Time Estimation For Programs Running On Multicore Systems, Mohammad Alshamlan
FIU Electronic Theses and Dissertations
Execution time estimation plays an important role in computer system design. It is particularly critical in real-time system design, where to meet a deadline can be as important as to ensure the logical correctness of a program. To accurately estimate the execution time of a program can be extremely challenging, since the execution time of a program varies with inputs, the underlying computer architectures, and run-time dynamics, among other factors. The problem becomes even more challenging as computing systems moving from single core to multi-core platforms, with more hardware resources shared by multiple processing cores.
The goal of this research …