Estimating computation times of data-intensive applications
Shonali Priyadarsini Krishnaswamy, Seng W. Loke, Arkady Zaslavsky · IEEE Distributed Systems Online · 2004
We present a holistic approach to estimation that uses rough sets theory to determine a similarity template and then compute a runtime estimate using identified similar applications. We tested the technique in two real-life data-intensive applications: data mining and high-performance computing.