Title :
Scheduling and data replication to improve tape jukebox performance
Author :
Hillyer, Bruce K. ; Rastogi, Rajeev ; Sil, Avi
Author_Institution :
Bell Labs., Murray Hill, NJ, USA
Abstract :
An increasing number of database applications require online access to massive amounts of data. Since large scale storage systems implemented entirely on magnetic disk can be impractical or too costly for many applications, tape jukeboxes can provide an attractive solution. The paper shows how the performance of tape jukeboxes can be improved across a broad parameter space via a new scheduling algorithm and schemes for the placement and replication of hot data. We substantiate our claim by an extensive simulation study that quantifies the improvements obtained over a wide variety of workload characteristics. Our experiments suggest that system throughput increases when replicas of hot data are placed at the tape ends (not in the middle or at the beginning). As a result, the proposed replication techniques can be used to fill existing spare capacity in a tape jukebox, thus improving the performance of the jukebox “for free”
Keywords :
jukebox storage systems; magnetic tape storage; replicated databases; scheduling; storage management; data replication; database applications; hot data; large scale storage systems; online access; replication techniques; scheduling algorithm; system throughput; tape jukebox performance; workload characteristics; Data mining; Data storage systems; Databases; Delay; Earth Observing System; Energy consumption; NASA; Scheduling algorithm; Software libraries; Telecommunication services;
Conference_Titel :
Data Engineering, 1999. Proceedings., 15th International Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7695-0071-4
DOI :
10.1109/ICDE.1999.754969