• Title/Summary/Keyword: in-memory system

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The Design of the Shared Memory in the Dual Core System (Dual Core 시스템에서 Shared Memory 기능 설계)

  • Jang, Seung-Ju;Lee, Gwang-Yong;Kim, Jae-Myeong
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.12 no.8
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    • pp.1448-1455
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    • 2008
  • This paper designs Shared Memory on the Dual Core system so that it operates a general System V IPC on the Linux O.S. Shared Memory is the technique that many processes can access to identical memory area. We treat Shared Memory in this paper among big two branches of Shared Memory which are SVR in a kernel step format. We design a share memory facility of Linux operating system on the Dual Core System. In this paper the suggesting design plan of share memory facility in Dual Core system is enhancing the performance in existing unity processor system as a dual core practical use. We attempt a performance enhance in each CPU for each process which uses a share memory.

Implementation of the Shared Memory in the Dual Core System (Dual Core 시스템에서 Shared Memory 기능 구현)

  • Jang, Seung-Ju
    • The Journal of the Korea Contents Association
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    • v.8 no.9
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    • pp.27-33
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    • 2008
  • This paper designs Shared Memory on the Dual Core system so that it operates a general System V IPC on the Linux O.S. Shared Memory is the technique that many processes can access to identical memory area. We treat Shared Memory which is SVR in a kernel step. We design a share memory facility of Linux operating system on the Dual Core System. In this paper the suggesting of share memory facility design plan in Dual Core system is enhance the performance in existing an unity processor system as a dual core practical use. We attemp a performance enhance in each CPU for each process which uses a share memory.

Design of Memory-Resident GIS Database Systems

  • Lee, J. H.;Nam, K.W.;Lee, S.H.;Park, J.H.
    • Proceedings of the KSRS Conference
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    • 2003.11a
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    • pp.499-501
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    • 2003
  • As semiconductor memory becomes cheaper, the memory capacity of computer system is increasing. Therefore computer system has sufficient memory for a plentiful spatial data. With emerging spatial application required high performance, this paper presents a GIS database system in main memory. Memory residence can provide both functionality and performance for a database management system. This paper describes design of DBMS for storing, querying, managing and analyzing for spatial and non-spatial data in main-memory. This memory resident GIS DBMS supports SQL for spatial query, spatial data model, spatial index and interface for GIS tool or applications.

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An Implementation of a Memory Operation System Architecture for Memory Latency Penalty Reduction in SIMT Based Stream Processor (Memory Latency Penalty를 개선한 SIMT 기반 Stream Processor의 Memory Operation System Architecture 설계)

  • Lee, Kwang-Yeob
    • Journal of IKEEE
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    • v.18 no.3
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    • pp.392-397
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    • 2014
  • In this paper, we propose a memory operation system architecture for memory latency penalty reduction in SIMT architecture based stream processor. The proposed architecture applied non-blocking cache architecture to reduce cache miss penalty generated by blocking cache architecture. We verified that the proposed memory operation architecture improve the performance of the stream processor by comparing processing performances of various algorithms. We measured the performance improvement rate that was improved in accordance with the ratio of memory instruction in each algorithm. As a result, we confirmed that the performance of stream processor improves up to minimum 8.2% and maximum 46.5%.

Regular File Access of Embedded System Using Flash Memory as a Storage (플래시 메모리를 저장매체로 사용하는 임베디드 시스템에서의 정규파일 접근)

  • 이은주;박현주
    • Journal of Information Technology Applications and Management
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    • v.11 no.1
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    • pp.189-200
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    • 2004
  • Recently Flash Memory which is small and low-powered is widely used as a storage of embedded system, because an embedded system requests portability and a fast response. To resolve a difference of access time between a storage and RAM, Linux is using disk caching which copies a part of file on disk into RAM. It is not also an exception on embedded system. A READ access-time of flash memory is similar to RAMs. So, when a process on an embedded system reads data, it is similar to the time to access cached data in RAM and to access directly data on a flash memory. On the embedded system using limited memory, using a disk cache is that wastes much time and memory spaces to manage it and can not reflects the characteristic of a flash memory. This paper proposes the regular file access of limited using a page cache in the file system based on a flash memory and reflects the characteristic of a flash memory. The proposed algorithm minimizes power consumption because access numbers of the RAM are reduced and doesn't waste a memory space because it accesses directly to a flash memory Therefore, the performance improvement of the system applying the proposed algorithm is expected.

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Memory Design for Artificial Intelligence

  • Cho, Doosan
    • International Journal of Internet, Broadcasting and Communication
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    • v.12 no.1
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    • pp.90-94
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    • 2020
  • Artificial intelligence (AI) is software that learns large amounts of data and provides the desired results for certain patterns. In other words, learning a large amount of data is very important, and the role of memory in terms of computing systems is important. Massive data means wider bandwidth, and the design of the memory system that can provide it becomes even more important. Providing wide bandwidth in AI systems is also related to power consumption. AlphaGo, for example, consumes 170 kW of power using 1202 CPUs and 176 GPUs. Since more than 50% of the consumption of memory is usually used by system chips, a lot of investment is being made in memory technology for AI chips. MRAM, PRAM, ReRAM and Hybrid RAM are mainly studied. This study presents various memory technologies that are being studied in artificial intelligence chip design. Especially, MRAM and PRAM are commerciallized for the next generation memory. They have two significant advantages that are ultra low power consumption and nearly zero leakage power. This paper describes a comparative analysis of the four representative new memory technologies.

A 3D Memory System Allowing Multi-Access (다중접근을 허용하는 3차원 메모리 시스템)

  • 이형
    • Journal of KIISE:Computer Systems and Theory
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    • v.32 no.9
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    • pp.457-464
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    • 2005
  • In this paper a 3D memory system that allows 17 access types at an arbitrary position is introduced. The proposed memory system is based on two main functions: memory module assignment function and address assignment function. Based on them, the memory system supports 17 access types: 13 Lines, 3 Rectangles, and 1 Hexahedron. That is, the memory system allows simultaneous access to multiple data in any access types at an arbitrary position with a constant interval. In order to allow 17 access types the memory system consists of memory module selection circuitry, data routing circuitry for READ/WRITE, and address calculation/routing circuitry In the point of view of a developer and a programmer, the memory system proposed in this paper supports easy hardware extension according to the applications and both of them to deal with it as a logical three-dimensional away In addition, multiple data in various across types can be simultaneously accessed with a constant interval. Therefore, the memory system is suitable for building systems related to ,3D applications (e.g. volume rendering and volume clipping) and a frame buffer for multi-resolution.

A Technique to Enhance Performance of Log-based Flash Memory File Systems (로그기반 플래시 메모리 파일 시스템 성능 향상 기법)

  • Ryu, Junkil;Park, Chanik
    • IEMEK Journal of Embedded Systems and Applications
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    • v.2 no.3
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    • pp.184-193
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    • 2007
  • Flash memory adoption in the mobile devices is increasing or vanous multimedia services such as audio, videos, and games. Although the traditional research issues such as out-place update, garbage collection, and wear-leveling are important, the performance, memory usage, and fast mount issues of flash memory file system are becoming much more important than ever because flash memory capacity is rapidly increasing. In this paper, we address the problems of the existing log-based flash memory file systems analytically and propose an efficient log-based file system, which produces higher performance, less memory usage and mount time than the existing log-based file systems. Our ideas are applied to a well-known log-based flash memory file system (YAFFS2) and the performance tests are conducted by comparing our prototype with YAFFS2. The experimental results show that our prototype achieves higher performance, less system memory usage, and faster mounting than YAFFS2, which is better than JFFS2.

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Implementation of the FAT32 File System using PLC and CF Memory (PLC와 CF 메모리를 이용한 FAT32 파일시스템 구현)

  • Kim, Myeong Kyun;Yang, Oh;Chung, Won Sup
    • Journal of the Semiconductor & Display Technology
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    • v.11 no.2
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    • pp.85-91
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    • 2012
  • In this paper, the large data processing and suitable FAT32 file system for industrial system using a PLC and CF memory was implemented. Most of PLC can't save the large data in user data memory. So it's required to the external devices of CF memory or NAND flash memory. The CF memory is used in order to save the large data of PLC system. The file system using the CF memory is NTFS, FAT, and FAT32 system to configure in various ways. Typically, the file system which is widely used in industrial data storage has been implemented as modified FAT32. The conventional FAT 32 file system was not possible for multiple writing and high speed data accessing. The proposed file system was implemented by the large data processing module can be handled that the files are copied at the 40 bytes for 1msec speed logging and creating 8 files at the same time. In a sudden power failure, high reliability was obtained that the problem was solved using a power fail monitor and the non-volatile random-access memory (NVSRAM). The implemented large data processing system was applied the modified file system as FAT32 and the good performance and high reliability was showed.

Implementation of Integrated CPU-GPU for Efficient Uniform Memory Access Method and Verification System (CPU-GPU간 긴밀성을 위한 효율적인 공유메모리 접근 방법과 검증 시스템 구현)

  • Park, Hyun-moon;Kwon, Jinsan;Hwang, Tae-ho;Kim, Dong-Sun
    • IEMEK Journal of Embedded Systems and Applications
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    • v.11 no.2
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    • pp.57-65
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    • 2016
  • In this paper, we propose a system for efficient use of shared memory between CPU and GPU. The system, called Fusion Architecture, assures consistency of the shared memory and minimizes cache misses that frequently occurs on Heterogeneous System Architecture or Unified Virtual Memory based systems. It also maximizes the performance for memory intensive jobs by efficient allocation of GPU cores. To test between architectures on various scenarios, we introduce the Fusion Architecture Analyzer, which compares OpenMP, OpenCL, CUDA, and the proposed architecture in terms of memory overhead and process time. As a result, Proposed fusion architectures show that the Fusion Architecture runs benchmarks 55% faster and reduces memory overheads by 220% in average.