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Limitations of the QRQW and EREW PRAM models

Identifieur interne : 001604 ( PascalFrancis/Curation ); précédent : 001603; suivant : 001605

Limitations of the QRQW and EREW PRAM models

Auteurs : M. Kutylowski [Allemagne] ; K. Lorys [Allemagne]

Source :

RBID : Pascal:97-0319515

Descripteurs français

English descriptors

Abstract

We consider parallel random access machines (PRAMs) with restricted access to the shared memory resulting from handling congestion of memory requests. We study the (SIMD) QRQW PRAM model where multiple requests are queued and serviced one at a time. We also consider exclusive read exclusive write (EREW) PRAM and its modification obtained by adding a single bus. For the QRQW PRAMs we investigate the case when the machine can measure the duration of a single step. Even for such a (powerful) QRQW PRAM PARITY of n bits (PARITYn) requires Ω(logn) time while OR of n bits can be computed deterministically in a constant time. On randomized QRQW PRAM the function PARITYn is still difficult. We prove a lower time bound Ω(√logn/loglogn) for algorithms that succeed with probability 0.5 + ∈ (∈ > 0). These bounds show that implementing concurrent writes may degradate runtime of a CRCW PRAM algorithm. The simple 2-compaction problem is known to be hard for EREW PRAM. The same time bound Ω(√logn) for this problem has been proved for both deterministic and randomized EREW PRAM. We show that this is not a coincidence since the time complexity of this problem is the same for deterministic and randomized case. The technique which we apply is quite general and may be used to obtain similar results for any problem where the number of input configurations is small. We also show that improving time bound Ω(√logn) for 2-compaction on EREW PRAM requires novel and more sophisticated techniques.
pA  
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A08 01  1  ENG  @1 Limitations of the QRQW and EREW PRAM models
A09 01  1  ENG  @1 Foundations of software technology and theoretical computer science : Hyderabad, December 18-20, 1996
A11 01  1    @1 KUTYLOWSKI (M.)
A11 02  1    @1 LORYS (K.)
A12 01  1    @1 CHANDRU (V.) @9 ed.
A12 02  1    @1 VINAY (V.) @9 ed.
A14 01      @1 Heinz Nixdorf Institute and Dept. of Mathematics & Computer Science University of Paderborn @2 33095 Paderborn @3 DEU @Z 1 aut.
A14 02      @1 Institute of Computer Science, University of Wroclaw, and Dept. of Computer Science, University of Trier @2 54286 Trier @3 DEU @Z 2 aut.
A20       @1 310-321
A21       @1 1996
A23 01      @0 ENG
A43 01      @1 INIST @2 16343 @5 354000064022430270
A44       @0 0000 @1 © 1997 INIST-CNRS. All rights reserved.
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A64 01  1    @0 Lecture notes in computer science
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C01 01    ENG  @0 We consider parallel random access machines (PRAMs) with restricted access to the shared memory resulting from handling congestion of memory requests. We study the (SIMD) QRQW PRAM model where multiple requests are queued and serviced one at a time. We also consider exclusive read exclusive write (EREW) PRAM and its modification obtained by adding a single bus. For the QRQW PRAMs we investigate the case when the machine can measure the duration of a single step. Even for such a (powerful) QRQW PRAM PARITY of n bits (PARITYn) requires Ω(logn) time while OR of n bits can be computed deterministically in a constant time. On randomized QRQW PRAM the function PARITYn is still difficult. We prove a lower time bound Ω(√logn/loglogn) for algorithms that succeed with probability 0.5 + ∈ (∈ > 0). These bounds show that implementing concurrent writes may degradate runtime of a CRCW PRAM algorithm. The simple 2-compaction problem is known to be hard for EREW PRAM. The same time bound Ω(√logn) for this problem has been proved for both deterministic and randomized EREW PRAM. We show that this is not a coincidence since the time complexity of this problem is the same for deterministic and randomized case. The technique which we apply is quite general and may be used to obtain similar results for any problem where the number of input configurations is small. We also show that improving time bound Ω(√logn) for 2-compaction on EREW PRAM requires novel and more sophisticated techniques.
C02 01  X    @0 001D02B04
C02 02  X    @0 001D02A05
C03 01  X  FRE  @0 Système parallèle @5 01
C03 01  X  ENG  @0 Parallel system @5 01
C03 01  X  SPA  @0 Sistema paralelo @5 01
C03 02  X  FRE  @0 Système multiprocesseur mémoire répartie @5 02
C03 02  X  ENG  @0 Distributed memory multiprocessor system @5 02
C03 02  X  SPA  @0 Sistema multiprocesador memoria distribuida @5 02
C03 03  X  FRE  @0 Accès mémoire @5 03
C03 03  X  ENG  @0 Storage access @5 03
C03 03  X  SPA  @0 Acceso memoria @5 03
C03 04  X  FRE  @0 Accès libre @5 04
C03 04  X  ENG  @0 Open access @5 04
C03 04  X  SPA  @0 Acceso libre @5 04
C03 05  X  FRE  @0 Algorithme @5 05
C03 05  X  ENG  @0 Algorithm @5 05
C03 05  X  GER  @0 Algorithmus @5 05
C03 05  X  SPA  @0 Algoritmo @5 05
C03 06  X  FRE  @0 Modélisation @5 06
C03 06  X  ENG  @0 Modeling @5 06
C03 06  X  SPA  @0 Modelización @5 06
C03 07  X  FRE  @0 Logique formelle @5 07
C03 07  X  ENG  @0 Formal logic @5 07
C03 07  X  SPA  @0 Lógica formal @5 07
C03 08  X  FRE  @0 Complexité calcul @5 08
C03 08  X  ENG  @0 Computational complexity @5 08
C03 08  X  SPA  @0 Complejidad computación @5 08
N21       @1 181
pR  
A30 01  1  ENG  @1 Foundations of software technology and theoretical computer science. Conference @2 16 @3 Hyderabad IND @4 1996-12-18

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