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Issue No.09 - September (2003 vol.52)
pp: 1170-1184
ABSTRACT
<p><b>Abstract</b>—Allocation of data to parallel disk using redundant storage and random placement of blocks can be exploited to achieve low access delays. New algorithms are proposed which improve the previously known shortest queue algorithm by systematically exploiting that scheduling decisions can be deferred until a block access is actually started on a disk. These algorithms are also generalized for coding schemes with low redundancy. Using extensive simulations, practically important quantities are measured which have so far eluded an analytical treatment: The delay distribution when a stream of requests approaches the limit of the sytem capacity, the system efficiency for parallel disk applications with bounded prefetching buffers, and the combination of both for mixed traffic. A further step toward practice is taken by outlining the system design for <tmath>\alpha</tmath>: <it>a</it>utomatically <it>l</it>oad-balanced <it>p</it>arallel <it>h</it>ard-disk <it>a</it>rray. Additional algorithmic measures are proposed for <tmath>\alpha</tmath> that allow variable sized blocks, seek time reduction, fault tolerance, inhomogeneous systems, and flexible priorization schemes.</p>
INDEX TERMS
Parallel disks, lazy scheduling, asynchronous, random redundant storage, duplicate allocation, soft real time, bipartite matching, queuing theory.
CITATION
Peter Sanders, "Asynchronous Scheduling of Redundant Disk Arrays", IEEE Transactions on Computers, vol.52, no. 9, pp. 1170-1184, September 2003, doi:10.1109/TC.2003.1228512
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