• Title/Summary/Keyword: Memory Capacity

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Study of In-Memory based Hybrid Big Data Processing Scheme for Improve the Big Data Processing Rate (빅데이터 처리율 향상을 위한 인-메모리 기반 하이브리드 빅데이터 처리 기법 연구)

  • Lee, Hyeopgeon;Kim, Young-Woon;Kim, Ki-Young
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.12 no.2
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    • pp.127-134
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    • 2019
  • With the advancement of IT technology, the amount of data generated has been growing exponentially every year. As an alternative to this, research on distributed systems and in-memory based big data processing schemes has been actively underway. The processing power of traditional big data processing schemes enables big data to be processed as fast as the number of nodes and memory capacity increases. However, the increase in the number of nodes inevitably raises the frequency of failures in a big data infrastructure environment, and infrastructure management points and infrastructure operating costs also increase accordingly. In addition, the increase in memory capacity raises infrastructure costs for a node configuration. Therefore, this paper proposes an in-memory-based hybrid big data processing scheme for improve the big data processing rate. The proposed scheme reduces the number of nodes compared to traditional big data processing schemes based on distributed systems by adding a combiner step to a distributed system processing scheme and applying an in-memory based processing technology at that step. It decreases the big data processing time by approximately 22%. In the future, realistic performance evaluation in a big data infrastructure environment consisting of more nodes will be required for practical verification of the proposed scheme.

High-Speed Pipelined Memory Architecture for Gigabit ATM Packet Switching (Gigabit ATM Packet 교환을 위한 파이프라인 방식의 고속 메모리 구조)

  • Gab Joong Jeong;Mon Key Lee
    • Journal of the Korean Institute of Telematics and Electronics C
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    • v.35C no.11
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    • pp.39-47
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    • 1998
  • This paper describes high-speed pipelined memory architecture for a shared buffer ATM switch. The memory architecture provides high speed and scalability. It eliminates the restriction of memory cycle time in a shared buffer ATM switch. It provides versatile performance in a shared buffer ATM switch using its scalability. It consists of a 2-D array configuration of small memory banks. Increasing the array configuration enlarges the entire memory capacity. Maximum cycle time of the designed pipelined memory is 4 ns with 5 V V$\_$dd/ and 25$^{\circ}C$. It is embedded in the prototype chip of a shared scalable buffer ATM switch with 4 x 4 configuration of 4160-bit SRAM memory banks. It is integrated in 0.6 $\mu\textrm{m}$ 2-metal 1-poly CMOS technology.

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Remembering Disasters: the Resilience Approach

  • le Blanc, Antoine
    • The Journal of Art Theory & Practice
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    • no.14
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    • pp.217-245
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    • 2012
  • The aim of this paper is to show how the paradigm of disaster resilience may help reorienting urban planning policies in order to mitigate various types of risks, thanks to carefully thought action on heritage and conservation practices. Resilience is defined as the "capacity of a social system to proactively adapt to and recover from disturbances that are perceived within the system to fall outside the range of normal and expected disturbances." It relies greatly on risk perception and the memory of catastrophes. States, regions, municipalities, have been giving territorial materiality to collective memory for centuries, but this trend has considerably increased in the second half of the 20th century. This is particularly true regarding the memory of disasters: for example, important traces of catastrophes such as urban ruins have been preserved, because they were supposed to maintain some awareness and hence foster urban resilience - Berlin's Gedachtniskirche is a well-known example of this policy. Yet, in spite of preserved traces of catastrophes and various warnings and heritage policies, there are countless examples of risk mismanagement and urban tragedies. Using resilience as a guiding concept might change the results of these failed risk mitigation policies and irrelevant disaster memory processes. Indeed, the concept of resilience deals with the complexity of temporal and spatial scales, and with partly emotional and qualitative processes, so that this approach fits the issues of urban memory management. Resilience might help underlining the complexity and the subtlety of remembrance messages, and lead to alternative paths better adapted to the diversity of risks, places and actors. However, when it is given territorial materiality, memory is almost always symbolically and politically framed and interpreted; Vale and Campanella had already outlined this political aspect of remembrance and resilience as a discourse. Resilience and the territorialization of memory are not ideologically neutral, but urban risk mitigation may come at that price.

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GPU Memory Management Technique to Improve the Performance of GPGPU Task of Virtual Machines in RPC-Based GPU Virtualization Environments (RPC 기반 GPU 가상화 환경에서 가상머신의 GPGPU 작업 성능 향상을 위한 GPU 메모리 관리 기법)

  • Kang, Jihun
    • KIPS Transactions on Computer and Communication Systems
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    • v.10 no.5
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    • pp.123-136
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    • 2021
  • RPC (Remote Procedure Call)-based Graphics Processing Unit (GPU) virtualization technology is one of the technologies for sharing GPUs with multiple user virtual machines. However, in a cloud environment, unlike CPU or memory, general GPUs do not provide a resource isolation technology that can limit the resource usage of virtual machines. In particular, in an RPC-based virtualization environment, since GPU tasks executed in each virtual machine are performed in the form of multi-process, the lack of resource isolation technology causes performance degradation due to resource competition. In addition, the GPU memory competition accelerates the performance degradation as the resource demand of the virtual machines increases, and the fairness decreases because it cannot guarantee equal performance between virtual machines. This paper, in the RPC-based GPU virtualization environment, analyzes the performance degradation problem caused by resource contention when the GPU memory requirement of virtual machines exceeds the available GPU memory capacity and proposes a GPU memory management technique to solve this problem. Also, experiments show that the GPU memory management technique proposed in this paper can improve the performance of GPGPU tasks.

Information Storage Devices and Biological Mechanism of Information Storage (정보저장기기와 생물학적 정보저장 매커니즘 비교)

  • Lee, Seung-Yop;Kim, Kyung-Ho;Yang, Woo-Sung;Park, Young-Phil
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2002.11b
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    • pp.582-587
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    • 2002
  • Current information storage devices, such as HDD, CD/DVD-ROM/RW, probe-based memory and hologram memory, are compared with biological information storage mechanisms in DNA and brain memory. Newly developed approaches to overcome the limit of storage capacity are introduced in both magnetic and optical recording devices. Linear and areal density of information stored in the biological and mechanical storages are compared for the applications and developments of new storage devices.

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Design of an Intelligent Ambulatory Monitoring System Using Flash Memory Card (Flash Memory Card를 이용한 Intelligent Ambulatory Monitoring 시스템 설계)

  • Song, G.K.;Lee, K.J.;Yoon, H.R.
    • Proceedings of the KOSOMBE Conference
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    • v.1997 no.05
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    • pp.330-333
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    • 1997
  • In this paper, we designed a low power and small-sized, light weighted intelligent ambulatory monitoring system using a flash memory card. The system's hardware specifications are as follows: 2 channels, 8bit/250Hz sampling rate, 20M byte storage capacity, a single-chip microcontroller (68HC11E9). To easily interface with PC based system, FFS(Flash File System) was used. We obtained the QRS detection rate of 99.14 through the evaluation with MIT/BIH database.

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Offline Deduplication for Solid State Disk Using a Lightweight Hash Algorithm

  • Park, Eunsoo;Shin, Dongkun
    • JSTS:Journal of Semiconductor Technology and Science
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    • v.15 no.5
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    • pp.539-545
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    • 2015
  • Deduplication technique can expand the lifespan and capacity of flash memory-based storage devices by eliminating duplicated write operations. The deduplication techniques can be classified into two approaches, i.e., online and offline approaches. We propose an offline deduplication technique that uses a lightweight hash algorithm, whereas the previous offline technique uses a high-cost hash algorithm. Therefore, the memory space for caching hash values can be reduced, and more pages can be examined for deduplication during short idle intervals. As a result, it can provide shorter write latencies compared to the online approach, and can show low garbage collection costs compared to the previous offline deduplication technique.

Implementation of Symmetrec Three Layered Network for Large Capacity Optical Associative Memory (대용향 광 연상기억을 위한 대칭 삼층구조의 구현)

  • 서호형;이상수
    • Korean Journal of Optics and Photonics
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    • v.3 no.3
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    • pp.191-197
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    • 1992
  • We have developed a new optical associative memory system hased on the symmetric three layered neural network model, uhing two holograms and a LCIV. In the experiment, four Korean alphabet letters (ㄹ, ㅅ, ㅇ, ㅈ) are used as memory patterns. The results are compared with those of the two layered network and the IIopfield models. The results show that more than 95% recognition ablity is obtained for thc input which has the error rate less than 12%.

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Analysis of working memory related with reading (읽기 관련 작업기억 분석)

  • Lee, Han-Kyu
    • Korean Journal of Cognitive Science
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    • v.22 no.2
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    • pp.193-215
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    • 2011
  • The purpose of this study was to examine the working memory that is related with reading. For this purpose, the third and fourth grade children with reading difficulty were compared with normal children. The gender comparison and the correlations among the three components of working memory were also examined. The results indicated that the reading difficulty group were outperformed by the normal group in every test. Gender difference was found only in visuospatial capacity. There was an interaction between reading and gender in the memory of dynamic mazes. In the whole group, every correlation among all components was significant. When the correlations were examined separately in each group, however, only one correlation was significant in both groups. When the influence of the central executive was controlled, the interrelationship between phonological working memory and visuospatial working memory was mitigated. This study suggests that when teaching children with reading difficulty instructional material should be succinct and visuospatial information needs to be used for boys if possible.

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Methodological Research in Development of Intelligence (지력증진(智力增進)에 관(關)한 방법론적(方法論的) 연구(硏究))

  • Kim Jang-Hyun
    • The Journal of Pediatrics of Korean Medicine
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    • v.13 no.2
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    • pp.93-110
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    • 1999
  • The intelligence is the capacity to recognize the things and implies the meaning of abstract thought, learning and adaptability to the circumstance. Recently, as the promotion of learning ablility and memory attracts many people's attention, many studies of this have been accomplished but the pharmacological methods could not promote the intelligence and memory. In oriental medical theory, the human body is composed of four elements - essence, energy, sprit, blood and among these elements, sprit is considered as the concept of vital energy and mind. Especially, from the Jang-Fu physiological point of view, the memory is closly related with the heart and kidney In oriental medicine, some experiments on animal and literature studies on the subject of memory promotion have done. But because of difference in memory mechanism between man and animal, it is not in reason to apply the result of experiment on animal to human. Therefore I have methodological study of memory promotion to set up the concept of oriental medicine and experimental theory about this and can obtain such conclusion. 1. The oriental medical therapy for memory promotion is following. nourishing the heart and blood, regulating the function of spleen, relieving the mental stress, reinforcing the heart and kidney, invigorating and enriching the blood. 2. The insufficient intelligence in a child is considered to not be full and in an old man, it is considered to decline by degrees. 3. It is needed to molecular biological study of neurotransmitter after the using of oriental medical therapy. 4. It is possible to study using the genetic mutation or observing the collateral of brain nerve cell.

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