Title :
Asynchronous scheduling of redundant disk arrays
Author_Institution :
Max-Planck-Inst. for Comput. Sci., Saarbrucken, Germany
Abstract :
Allocation of data to a 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 the fact 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 system 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 a.: automatically load-balanced parallel hard-disk array. Additional algorithmic measures are proposed for a that allow variable sized blocks, seek time reduction, fault tolerance, inhomogeneous systems, and flexible priorization schemes.
Keywords :
RAID; buffer storage; fault tolerant computing; parallel architectures; queueing theory; real-time systems; resource allocation; scheduling; access delays; asynchronous scheduling; bipartite matching; bounded prefetching buffers; coding schemes; data allocation; delay distribution; duplicate allocation; fault tolerance; flexible priorization; inhomogeneous systems; lazy scheduling; load balancing; mixed traffic; parallel disk; parallel hard-disk array; random block placement; redundant disk arrays; redundant storage; seek time reduction; shortest queue algorithm; soft real time systems; system capacity; system efficiency; variable sized blocks; Analytical models; Application software; Delay; Fault tolerant systems; Prefetching; Redundancy; Scheduling algorithm; Size measurement; Time measurement; Traffic control;
Journal_Title :
Computers, IEEE Transactions on
DOI :
10.1109/TC.2003.1228512