Mining concept-drifting data streams using ensemble classifiers
Haixun Wang, Wei Fan, et al.
KDD 2003
For a video-on-demand computer system, we propose a scheme which balances the load on the disks, thereby helping to solve a performance problem crucial to achieving maximal video throughput. Our load-balancing scheme consists of two components. The static component determines good assignments of videos to groups of striped disks. The dynamic component uses these assignments, and features a "DASD dancing" algorithm which performs real-time disk scheduling in an effective manner. Our scheme works synergistically with disk striping. We examine the performance of the proposed algorithm via simulation experiments.
Haixun Wang, Wei Fan, et al.
KDD 2003
Dominique Thiébaut, Harold S. Stone, et al.
IEEE TC
Claudio Lucchese, Michail Vlachos, et al.
ICDE 2008
Jiong Yang, Wei Wang, et al.
IEEE Transactions on Knowledge and Data Engineering