• Title/Summary/Keyword: Distributed Shared Memory

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An Efficient Data Distribution Method on a Distributed Shared Memory Machine (분산공유 메모리 시스템 상에서의 효율적인 자료분산 방법)

  • Min, Ok-Gee
    • The Transactions of the Korea Information Processing Society
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    • v.3 no.6
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    • pp.1433-1442
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    • 1996
  • Data distribution of SPMD(Single Program Multiple Data) pattern is one of main features of HPF (High Performance Fortran). This paper describes design is sues for such data distribution and its efficient execution model on TICOM IV computer, named SPAX(Scalable Parallel Architecture computer based on X-bar network). SPAX has a hierarchical clustering structure that uses distributed shared memory(DSM). In such memory structure, it cannot make a full system utilization to apply unanimously either SMDD(shared Memory Data Distribution) or DMDD(Distributed Memory Data Distribution). Here we propose another data distribution model, called DSMDD(Distributed Shared Memory Data Distribution), a data distribution model based on hierarchical masters-slaves scheme. In this model, a remote master and slaves are designated in each node, shared address scheme is used within a node and message passing scheme between nodes. In our simulation, assuming a node size in which system performance degradation is minimized,DSMDD is more effective than SMDD and DMDD. Especially,the larger number of logical processors and the less data dependency between distributed data,the better performace is obtained.

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Formal Analysis of Distributed Shared Memory Algorithms

  • Muhammad Atif;Muhammad Adnan Hashmi;Mudassar Naseer;Ahmad Salman Khan
    • International Journal of Computer Science & Network Security
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    • v.24 no.4
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    • pp.192-196
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    • 2024
  • The memory coherence problem occurs while mapping shared virtual memory in a loosely coupled multiprocessors setup. Memory is considered coherent if a read operation provides same data written in the last write operation. The problem is addressed in the literature using different algorithms. The big question is on the correctness of such a distributed algorithm. Formal verification is the principal term for a group of techniques that routinely use an analysis that is established on mathematical transformations to conclude the rightness of hardware or software behavior in divergence to dynamic verification techniques. This paper uses UPPAAL model checker to model the dynamic distributed algorithm for shared virtual memory given by K.Li and P.Hudak. We analyse the mechanism to keep the coherence of memory in every read and write operation by using a dynamic distributed algorithm. Our results show that the dynamic distributed algorithm for shared virtual memory partially fulfils its functional requirements.

Design and Cost Analysis for a Fault-Tolerant Distributed Shared Memory System

  • Jazi, AL-Harbi Fahad;kim, Kangseok;Kim, Jai-Hoon
    • Journal of Internet Computing and Services
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    • v.17 no.4
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    • pp.1-9
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    • 2016
  • Algorithms implementing distributed shared memory (DSM) were developed for ensuring consistency. The performance of DSM algorithms is dependent on system and usage parameters. However, ensuring these algorithms to tolerate faults is a problem that needs to be researched. In this study, we proposed fault-tolerant scheme for DSM system and analyzed reliability and fault-tolerant overhead. Using our analysis, we can choose a proper algorithm for DSM on error prone environment.

Design and Implementation of KDSM(KAIST Distributed Shared Memory) System (KDSM(KAIST Distributed Shared Memory) 시스템의 설계 및 구현)

  • Lee, Sang-Kwon;Yun, Hee-Chul;Lee, Joon-Won;Maeng, Seung-Ryoul
    • Journal of KIISE:Computer Systems and Theory
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    • v.29 no.5
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    • pp.257-264
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    • 2002
  • In this paper, we give a detailed description of KDSM(KAIST Distributed Shared Memory) system. KDSM is implemented as a user-level library running on Linux 2.2.13, and TCP/IP is used for communication. KDSM uses page-based invalidation protocol, multiple-writer protocol, and supports HLRC(Home-based Lazy Release Consistency) memory consistency model. To evaluate performance of KDSM, we executed 4 scientific applications and compared the result to JLAJLA. The results showed that performance of KDSM almost equal to JIAJIA for 2 applications and performance of KDSM is better than JIAJIA for 2 applications.

Reducing False Sharing based on Memory Reference Patterns in Distributed Shared Memory Systems (분산 공유 메모리 시스템에서 메모리 참조 패턴에 근거한 거짓 공유 감속 기법)

  • Jo, Seong-Je
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.4
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    • pp.1082-1091
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    • 2000
  • In Distributed Shared Memory systems, false sharing occurs when two different data items, not shared but accessed by two different processors, are allocated to a single block and is an important factor in degrading system performance. The paper first analyzes shared memory allocation and reference patterns in parallel applications that allocate memory for shared data objects using a dynamic memory allocator. The shared objects are sequentially allocated and generally show different reference patterns. If the objects with the same size are requested successively as many times as the number of processors, each object is referenced by only a particular processor. If the objects with the same size are requested successively much more than the number of processors, two or more successive objects are referenced by only particular processors. On the basis of these analyses, we propose a memory allocation scheme which allocates each object requested by different processors to different pages and evaluate the existing memory allocation techniques for reducing false sharing faults. Our allocation scheme reduces a considerable amount of false sharing faults for some applications with a little additional memory space.

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Distributed Shared Memory Scheme for Multi-thread programming (다중쓰레드 프로그래밍을 위한 분산공유메모리 관리 기법)

  • Seo, Dae-Wha
    • The Transactions of the Korea Information Processing Society
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    • v.3 no.4
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    • pp.791-802
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    • 1996
  • In this paper, we discuss a distributed shared memory management scheme based on multi-threaded programming model for a large-scale loosely coupled multiprocessor system. The scheme covers three major issues in the distribued shared memory;the address translation table management, the block coherence maintenance, and the block placement policy. The scheme efficiently resolves the general problems occurred in the distributed shared memory such as a false sharing, an unnecessary replication, a block bouncing, and an address aliasing phenomenon. It also provides the application transparency, good scalability, easy implementation, and multithreaded programming model to users.

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A Distributed Control Architecture for Advanced Testing In Realtime

  • Thoen Bradford K.;Laplace Patrick N.
    • Proceedings of the Earthquake Engineering Society of Korea Conference
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    • 2006.03a
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    • pp.563-570
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    • 2006
  • Distributed control architecture is based on sharing control and data between multiple nodes on a network Communication and task sharing can be distributed between multiple control computers. Although many communication protocols exist, such as TCP/IP and UDP, they do not have the determinism that realtime control demands. Fiber-optic reflective shared memory creates the opportunity for realtime distributed control. This architecture allows control and computational tasks to be divided between multiple systems and operate in a deterministic realtime environment. One such shared memory architecture is based on Curtiss-Wright ScramNET family of fiber-optic reflective memory. MTS has built seismic and structural control software and hardware capable of utilizing ScramNET shared memory, opening up infinite possibilities in research and new capabilities in Hybrid and Model-In-The-Loop control.

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Hybrid Parallelization for High Performance of CFD_NIMR Model (기상 모델 CFD_NIMR의 최적 성능을 위한 혼합형 병렬 프로그램 구현)

  • Kim, Min-Wook;Choi, Young-Jean;Kim, Young-Tae
    • Atmosphere
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    • v.22 no.1
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    • pp.109-115
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    • 2012
  • We parallelized the CFD_NIMR model, which is a numerical meteorological model, for best performance on both of distributed and shared memory parallel computers. This hybrid parallelization uses MPI (Message Passing Interface) to apply horizontal 2-dimensional sub-domain out of the 3-dimensional computing domain for distributed memory system, as well as uses OpenMP (Open Multi-Processing) to apply vertical 1-dimensional sub-domain for utilizing advantage of shared memory structure. We validated the parallel model with the original sequential model, and the parallel CFD_NIMR model shows efficient speedup on the distributed and shared memory system.

Analysis of Performance Requirement for Large-Scale InfiniBand-based DVSM System (대용량의 InfiniBand 기반 DVSM 시스템 구현을 위한 성능 요구 분석)

  • Cho, Myeong-Jin;Kim, Seon-Wook
    • The KIPS Transactions:PartA
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    • v.14A no.4
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    • pp.215-226
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    • 2007
  • For past years, many distributed virtual shared-memory(DVSM) systems have been studied in order to develop a low-cost shared memory system with a fast interconnection network. But the DVSM needs a lot of data and control communication between distributed processing nodes in order to provide memory consistency in software, and this communication overhead significantly dominates the overall performance. In general, the communication overhead also increases as the number of processing nodes increase, so communication overhead is a very important performance factor for developing a large-scale DVSM system. In this paper, we study the performance scalability quantitatively and qualitatively for developing a large-scale DVSM system based on the next generation interconnection network, called the InfiniBand. Based on the study, we analyze a performance requirement of the next-coming interconnection network to be used for developing a performance-scalable DVSM system in the future.

Dynamic Limited Directory Scheme for Distributed Shared Memory Systems (분산공유 메모리 시스템을 위한 동적 제한 디렉터리 기법)

  • Lee, Dong-Gwang;Gwon, Hyeok-Seong;Choe, Seong-Min;An, Byeong-Cheol
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.4
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    • pp.1098-1105
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    • 1999
  • The caches in distributed shared memory systems enhance the performance by reducing memory access latency and communication overhead, but they must solve the cache coherence problem. This paper proposes a new directory protocol to solve the cache coherence problem and to improve the system performance in distributed shared memory systems. To maintain the cache coherence of shared data, processors within a limited distance reduce the communication overhead by using a bit-vector like the full directory scheme. Processors over a limited distance store pointers in a directory pool. Since the bit-vector and the directory pool remove the unnecessary cache invalidations, the proposed scheme reduces the communication traffic and improves the system performance. The dynamic limited directory scheme reduces the communication traffic up to 66 percents compared with the limited directory scheme and the number of directory access up to 27 percents compared with the dynamic pointer allocation scheme.

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