Randomized Parallel Prefetching and Bu er Management, Parallel and Distributed Computing (1998) [1 citations — 1 self]
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by Peter J. Varman
http://www.eece.unm.edu/~dbader/ipdps/1998/wrpc/varman.pdf
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Abstract:
Abstract. We show that deterministic algorithms using bounded lookahead cannot fully exploit the potential of a parallel I/O system. Randomization can be used to signi cantly improve the performance of parallel prefetching and bu er management algorithms. Using randomization in the data layout and a simple prefetching scheme, we show that a readonce reference string of length N can be serviced in (N=D) parallel I/Os in a D-disk system. For the case of read-many reference strings we introduce a novel algorithm using randomized write-back with a competitive ratio of ( p D). In contrast, we show that deterministic write-back results in a competitive ratio of at least (D). 1
