• 제목/요약/키워드: memory organizations

검색결과 39건 처리시간 0.024초

The role of positive affect in virtual collaboration: a transactive memory system perspective

  • Chae, Seong Wook
    • 한국컴퓨터정보학회논문지
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    • 제21권5호
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    • pp.99-109
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    • 2016
  • Creative performance has been regarded as the key to the success of an organization in recent years, and is considered essential for the survival of an organization. Organizations must find and develop creative solutions to deal with a variety of business issues. How can organizations become more creative? To develop creativity, organizations must make it easier to connect the knowledge and perspectives of its various members, who may be scattered around the world, by developing a virtual team. Drawing from the transactive memory systems (TMS), which include expertise location, credibility, and coordination, this study investigates how the positive affect of team members influences the development of creative performance during virtual collaboration where face-to-face team activities are limited. The proposed structured model was empirically tested with cross-sectional data from 322 individuals. Results indicated that the positive affect of team members was found to moderate the relationship between TMS and creativity. Through this study, we expect to provide an understanding of the mechanisms involved in developing creativity among team members in a virtual work environment.

Fuel Consumption Prediction and Life Cycle History Management System Using Historical Data of Agricultural Machinery

  • Jung Seung Lee;Soo Kyung Kim
    • Journal of Information Technology Applications and Management
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    • 제29권5호
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    • pp.27-37
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    • 2022
  • This study intends to link agricultural machine history data with related organizations or collect them through IoT sensors, receive input from agricultural machine users and managers, and analyze them through AI algorithms. Through this, the goal is to track and manage the history data throughout all stages of production, purchase, operation, and disposal of agricultural machinery. First, LSTM (Long Short-Term Memory) is used to estimate oil consumption and recommend maintenance from historical data of agricultural machines such as tractors and combines, and C-LSTM (Convolution Long Short-Term Memory) is used to diagnose and determine failures. Memory) to build a deep learning algorithm. Second, in order to collect historical data of agricultural machinery, IoT sensors including GPS module, gyro sensor, acceleration sensor, and temperature and humidity sensor are attached to agricultural machinery to automatically collect data. Third, event-type data such as agricultural machine production, purchase, and disposal are automatically collected from related organizations to design an interface that can integrate the entire life cycle history data and collect data through this.

계층적 메모리 구성에 따른 GPU 성능 분석 (Analysis on the GPU Performance according to Hierarchical Memory Organization)

  • 최홍준;김종면;김철홍
    • 한국콘텐츠학회논문지
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    • 제14권3호
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    • pp.22-32
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    • 2014
  • 병렬 연산에 최적화된 하드웨어를 가진 GPU를 그래픽스 작업 이외에 범용 작업에 활용하고자, 최근에 GPGPU 기술이 큰 관심을 받고 있다. GPU와 같은 대용량 병렬처리 장치에서는 메모리 시스템이 성능에 큰 영향을 미치게 된다. GPU에서는 메모리 시스템의 효율성을 향상시키기 위하여, 메모리 대역폭 사용률을 감소시켜주는 계층적 메모리 구조와 메모리를 요청하는 트랜잭션을 줄여주는 메모리 주소 접합과 메모리 요청 합병 등의 기술들을 사용한다. 본 논문에서는 메모리 시스템 효율성 향상을 위해 활용되는 기법들이 GPU 성능에 미치는 영향을 정량적으로 평가하고 분석하기 위해, 다양한 메모리 구조에 대한 실험을 수행한다. 실험 결과에 따르면, 캐쉬를 사용하지 않는 경우에 비해 8KB, 16KB, 32KB, 64KB의 L1 캐쉬를 추가하면 평균적으로 15.5%, 21.5%, 25.5%, 30.9%의 성능이 각각 향상된다. 하지만, 일부 벤치마크 프로그램에서는 데이터 일관성을 유지하기 위하여 메모리 트랜잭션이 증가함에 따라 오히려 성능이 감소하는 결과를 보이기도 한다. 그리고 메모리 요청에 대한 미스가 많이 발생하는 경우에는 캐쉬 레벨이 증가함에 따라 평균 메모리 접근 지연 시간이 증가하기도 한다.

기억의 기록학적 의미와 실천 (Meaning of Memory in Archival Activism)

  • 설문원
    • 기록학연구
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    • 제67호
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    • pp.267-318
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    • 2021
  • 이 연구는 기록학에서의 기억 접근법을 기록전문직의 실천이라는 관점에서 살펴보기 위한 것이다. 국내외 기록학계의 기억 연구들을 토대로 실천 영역별로 나누고 이를 모형화하였다. 기억 연구들이 제시하는 실천 영역은 다음과 같이 범주화하였다. 첫째, 기억기관(사회적 기억의 형성자 역할), 둘째, 기억투쟁(과거사 진상규명을 위한 기록활동), 셋째, 회복적 기억(사회적 참사나 인권침해 피해자들의 트라우마 기억 치유를 기록활동), 넷째, 기억과정(공동체 정체성을 추구하는 기록활동)이다. 또한 각 범주 별로 의미와 쟁점을 분석하였고, 아울러 실천에 필요한 역량으로서 기록전문성의 개입을 통한 실천과 정치사회적 실천성을 함께 살펴보았다.

캐쉬 메모리가 버스 트래픽에 끼치는 영향 (The Effects of Cache Memory on the System Bus Traffic)

  • 조용훈;김정선
    • 한국통신학회논문지
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    • 제21권1호
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    • pp.224-240
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    • 1996
  • It is common sense for at least one or more levels of cache memory to be used in these day's computer systems. In this paper, the impact of the internal cache memory organization on the performance of the computer is investigated by using a simulator program, which is wirtten by authors and run on SUN SPARC workstation, with several real execution, with several real execution trace files. 280 cache organizations have been simulated using n-way set associative mapping and LRU(Least Recently Used) replacement algorithm with write allocation policy. As a result, 16-way setassociative cache is the best configuration, and when we select 256KB cache memory and 64 byte line size, the bus traffic ratio was decreased compared to that of the noncache system so that a single bus could support almost 7 processors without any delay and degradationof high ratio(hit ratio was 99.21%). The smaller the line size we choose, the little lower hit ratio we can get, but the more processors can be supported by a single bus(maximum 18 processors). Therefore, using a proper cache memory organization can make a single bus structure be able to support multiple processors without any performance degradation.

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Archival Description and Records from Historically Marginalized Cultures: A View from a Postmodern Window

  • Sinn, Dong-Hee
    • 한국문헌정보학회지
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    • 제44권4호
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    • pp.115-130
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    • 2010
  • In the archival field, the last decade has witnessed much discussion on archives' broad responsibilities for social memory. Considering that the social role of archives has stemmed from postmodern thinking suggests a paradigm shift from viewing archives as static recorded objects to viewing them as dynamic evidence of human memory. The modern archives and archivists are products of nineteenth-century positivism, limiting their function to archiving written documents within stable organizations. The new thoughts on the social role of archives provide a chance to realize that traditional archival practices have preserved only a sliver of organizational memory, thus ignoring fluid records of human activities and memory. Archival description is the primary method for users to access materials in archives. Thus, it can determine how archival materials will be used (or not used). The traditional archival description works as the representation of archival materials and is directly projected from the hierarchy of organizational documents. This paper argues that archivists will need to redefine archival description to be more sensitive to atypical types of archival materials from various cultural contexts. This paper surveys the postmodern approaches to archival concepts in relation to descriptive practices. It also examines some issues related to representing historically marginalized groups in archival description who were previously neglected in traditional archival practices.

Time Series Crime Prediction Using a Federated Machine Learning Model

  • Salam, Mustafa Abdul;Taha, Sanaa;Ramadan, Mohamed
    • International Journal of Computer Science & Network Security
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    • 제22권4호
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    • pp.119-130
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    • 2022
  • Crime is a common social problem that affects the quality of life. As the number of crimes increases, it is necessary to build a model to predict the number of crimes that may occur in a given period, identify the characteristics of a person who may commit a particular crime, and identify places where a particular crime may occur. Data privacy is the main challenge that organizations face when building this type of predictive models. Federated learning (FL) is a promising approach that overcomes data security and privacy challenges, as it enables organizations to build a machine learning model based on distributed datasets without sharing raw data or violating data privacy. In this paper, a federated long short- term memory (LSTM) model is proposed and compared with a traditional LSTM model. Proposed model is developed using TensorFlow Federated (TFF) and the Keras API to predict the number of crimes. The proposed model is applied on the Boston crime dataset. The proposed model's parameters are fine tuned to obtain minimum loss and maximum accuracy. The proposed federated LSTM model is compared with the traditional LSTM model and found that the federated LSTM model achieved lower loss, better accuracy, and higher training time than the traditional LSTM model.

재해 지역의 기록화 사례 연구 - 한신·아와지 대지진 기록관리 사례를 중심으로 - (A Case Study on the Documentation in a Disaster Area - On the Basis of Great Hanshin-Awaji Earthquake -)

  • 이미영
    • 기록학연구
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    • 제21호
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    • pp.85-116
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    • 2009
  • 기록은 지역에 대한 공동기억을 담고 있는 사회적 기억장치로, 공공기록만으론 사회의 모든 모습을 담거나 재현할 수는 없다. 일본은 '한신 아와지 대지진'을 겪으면서 비록 체계적인 도큐멘테이션 전략에 의한 것은 아니었지만 기관간 협력수집의 가능성과 적극적인 기록 생산 수집 노력을 보여주었다. 이 과정에서 나타난 특징은 다음과 같이 정리될 수 있다. 첫째, 수집에 있어 적극적인 협력 및 분담 노력이다. 특히 공공기관 보다 민간의 활동이 돋보이는데 기관간 협력 노력은 더 많은 사회기억과 역사기록을 다음 세대로 전하는 단초가 되었다. 둘째, 적극적인 관련기록의 생산과 수집이다. 민간단체도 여러 활동의 기록을 스스로 남기기도 하였다. 경험을 구체적으로 기록하여 후세에 남기는 것은 살아남은 이들의 책임이라고 인식했는데, 지진이라는 큰 사건을 겪으면서 스스로의 체험을 기록화해야 한다는 사명감과 역사의식이 성장했음을 인정하지 않을 수 없다. 셋째, 기록의 수집범위에 한계가 없었다는 점이다. '한 점이라도 많은 기록자료를 후세에 전달하자', '일상적인 것들이어서 자료나 기록이라고 생각하지 못했던 것들도 당시의 상황을 나타내는 귀중한 "삶의 정보"로 후세에 남길 가치가 있다'라는 몇몇 기관의 구호처럼 재해 지역이라는 울타리 안에 있던 사람과 장소에 대한 모든 기록은 수집대상이었다. 이 사례에서 우리는 사회의 무엇을, 어떻게, 왜 다음 세대에게 전할 것인가에 대한 특정 계층의 뛰어넘은 의지와 열정을 확인할 수 있었는데, 이는 민간영역의 기록화를 모색해야 하는 우리에게 시사하는 바가 많다.

지식성장의 영향요인에 관한 연구-분산기억중심으로 (A study on Influencing Factors of Knowledge Creation focus on Transactive Memory)

  • 유창;김상욱
    • 한국산학기술학회논문지
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    • 제16권2호
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    • pp.1073-1083
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    • 2015
  • 본 연구는 분산기억(Transactive Memory )개념을 중심으로 지식성장의 네 가지 과정에 미치는 영향에 대한 실증연구로써, 지식성장의 동태적 과정의 맥락 속에서의 분산기억의 역할을 설명하는데 그 목적을 두고 있다. 연구모형을 검증하기 위하여 130명 팀 구성원을 대상으로 경로분석을 실시한 결과, 팀 분산기억의 측정항목들의 일부가 지식성장에 영향을 미치는 것으로 나타났다. 결과적으로 분산기억과 지식성장은, 특히 팀 수준의 지식성장과 밀접한 관련성을 가지고 있다는 점을 확인하였다. 본 연구는 팀 수준에 머물러있고 팀을 대상으로 연구를 진행하였고, 인지심리학의 팀 분산기억 개념을 도입하여 조직 내부에 팀 단위로 개인지식을 어떻게 접근하고 사용하는지를 이론적으로 설명하고 분석하였다. 지식성장을 촉진하려면 전문지식보다 팀원들 간의 직무관련 지식을 신뢰하여 협력적으로 작업조정을 해야 한다. 또한 관리자들이 팀원들을 가장 적합한 작업위치에 배치함으로 팀원들의 개인지식을 가능한 활용할 수 있으며 팀 성과까지 향상시킬 수 있다는 시사점을 제시할 수 있다.

조직의 정보 니즈와 ERP 기능과의 불일치 및 그 대응책에 대한 이해: 조직 메모리 이론을 바탕으로 (Understanding the Mismatch between ERP and Organizational Information Needs and Its Responses: A Study based on Organizational Memory Theory)

  • 정승렬;배억호
    • Asia pacific journal of information systems
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    • 제22권2호
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    • pp.21-38
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    • 2012
  • Until recently, successful implementation of ERP systems has been a popular topic among ERP researchers, who have attempted to identify its various contributing factors. None of these efforts, however, explicitly recognize the need to identify disparities that can exist between organizational information requirements and ERP systems. Since ERP systems are in fact "packages" -that is, software programs developed by independent software vendors for sale to organizations that use them-they are designed to meet the general needs of numerous organizations, rather than the unique needs of a particular organization, as is the case with custom-developed software. By adopting standard packages, organizations can substantially reduce many of the potential implementation risks commonly associated with custom-developed software. However, it is also true that the nature of the package itself could be a risk factor as the features and functions of the ERP systems may not completely comply with a particular organization's informational requirements. In this study, based on the organizational memory mismatch perspective that was derived from organizational memory theory and cognitive dissonance theory, we define the nature of disparities, which we call "mismatches," and propose that the mismatch between organizational information requirements and ERP systems is one of the primary determinants in the successful implementation of ERP systems. Furthermore, we suggest that customization efforts as a coping strategy for mismatches can play a significant role in increasing the possibilities of success. In order to examine the contention we propose in this study, we employed a survey-based field study of ERP project team members, resulting in a total of 77 responses. The results of this study show that, as anticipated from the organizational memory mismatch perspective, the mismatch between organizational information requirements and ERP systems makes a significantly negative impact on the implementation success of ERP systems. This finding confirms our hypothesis that the more mismatch there is, the more difficult successful ERP implementation is, and thus requires more attention to be drawn to mismatch as a major failure source in ERP implementation. This study also found that as a coping strategy on mismatch, the effects of customization are significant. In other words, utilizing the appropriate customization method could lead to the implementation success of ERP systems. This is somewhat interesting because it runs counter to the argument of some literature and ERP vendors that minimized customization (or even the lack thereof) is required for successful ERP implementation. In many ERP projects, there is a tendency among ERP developers to adopt default ERP functions without any customization, adhering to the slogan of "the introduction of best practices." However, this study asserts that we cannot expect successful implementation if we don't attempt to customize ERP systems when mismatches exist. For a more detailed analysis, we identified three types of mismatches-Non-ERP, Non-Procedure, and Hybrid. Among these, only Non-ERP mismatches (a situation in which ERP systems cannot support the existing information needs that are currently fulfilled) were found to have a direct influence on the implementation of ERP systems. Neither Non-Procedure nor Hybrid mismatches were found to have significant impact in the ERP context. These findings provide meaningful insights since they could serve as the basis for discussing how the ERP implementation process should be defined and what activities should be included in the implementation process. They show that ERP developers may not want to include organizational (or business processes) changes in the implementation process, suggesting that doing so could lead to failed implementation. And in fact, this suggestion eventually turned out to be true when we found that the application of process customization led to higher possibilities of failure. From these discussions, we are convinced that Non-ERP is the only type of mismatch we need to focus on during the implementation process, implying that organizational changes must be made before, rather than during, the implementation process. Finally, this study found that among the various customization approaches, bolt-on development methods in particular seemed to have significantly positive effects. Interestingly again, this finding is not in the same line of thought as that of the vendors in the ERP industry. The vendors' recommendations are to apply as many best practices as possible, thereby resulting in the minimization of customization and utilization of bolt-on development methods. They particularly advise against changing the source code and rather recommend employing, when necessary, the method of programming additional software code using the computer language of the vendor. As previously stated, however, our study found active customization, especially bolt-on development methods, to have positive effects on ERP, and found source code changes in particular to have the most significant effects. Moreover, our study found programming additional software to be ineffective, suggesting there is much difference between ERP developers and vendors in viewpoints and strategies toward ERP customization. In summary, mismatches are inherent in the ERP implementation context and play an important role in determining its success. Considering the significance of mismatches, this study proposes a new model for successful ERP implementation, developed from the organizational memory mismatch perspective, and provides many insights by empirically confirming the model's usefulness.

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