• Title/Summary/Keyword: Data Reuse

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A Study on the Improving Performance of Massively Small File Using the Reuse JVM in MapReduce (MapReduce에서 Reuse JVM을 이용한 대규모 스몰파일 처리성능 향상 방법에 관한 연구)

  • Choi, Chul Woong;Kim, Jeong In;Kim, Pan Koo
    • Journal of Korea Multimedia Society
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    • v.18 no.9
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    • pp.1098-1104
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    • 2015
  • With the widespread use of smartphones and IoT (Internet of Things), data are being generated on a large scale, and there is increased for the analysis of such data. Hence, distributed processing systems have gained much attention. Hadoop, which is a distributed processing system, saves the metadata of stored files in name nodes; in this case, the main problems are as follows: the memory becomes insufficient; load occurs because of massive small files; scheduling and file processing time increases because of the increased number of small files. In this paper, we propose a solution to address the increase in processing time because of massive small files, and thus improve the processing performance, using the Reuse JVM method provided by Hadoop. Through environment setting, the Reuse JVM method modifies the JVM produced conventionally for every task, so that multiple tasks are reused sequentially in one JVM. As a final outcome, the Reuse JVM method showed the best processing performance when used together with CombineFileInputFormat.

The study on satisfaction and intent to reuse by type of advertisement as a result of Internet fashion information search (인터넷 패션 정보탐색에 따른 광고유형별 만족도와 재이용의도에 관한 연구)

  • Je, Eun-Suk
    • Journal of Fashion Business
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    • v.16 no.2
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    • pp.62-73
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    • 2012
  • This study is intended to analyze the effect of fashion consumer's information search on satisfaction with advertisement and the intent to reuse depending on type of advertisement. The survey of the men and women in their 20s and 30s living in Seoul and metropolitan area was conducted for data collection, beginning in 17th through 24th, October 2011. Total 355 copies of questionnaire were used for final data analysis and reliability analysis, factorial analysis and multiple regression analysis were carried out using SPSS 16.0. The results were as follows. First, for banner, e-mail and search advertisement, constant information search had influence on convenience for use and satisfaction with information, and for e-mail advertisement, information search appeared to have had effect on satisfaction with information. Second, constant information search by type of advertisement had effect on intent to reuse. Third, convenience for use, information and satisfaction with the interest by Internet user had influence on the intent to reuse, while for the user of search advertisement, convenience for use and satisfaction with information had effect on the intent to reuse.

Performance Analysis and Identifying Characteristics of Processing-in-Memory System with Polyhedral Benchmark Suite (프로세싱 인 메모리 시스템에서의 PolyBench 구동에 대한 동작 성능 및 특성 분석과 고찰)

  • Jeonggeun Kim
    • Journal of the Semiconductor & Display Technology
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    • v.22 no.3
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    • pp.142-148
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    • 2023
  • In this paper, we identify performance issues in executing compute kernels from PolyBench, which includes compute kernels that are the core computational units of various data-intensive workloads, such as deep learning and data-intensive applications, on Processing-in-Memory (PIM) devices. Therefore, using our in-house simulator, we measured and compared the various performance metrics of workloads based on traditional out-of-order and in-order processors with Processing-in-Memory-based systems. As a result, the PIM-based system improves performance compared to other computing models due to the short-term data reuse characteristic of computational kernels from PolyBench. However, some kernels perform poorly in PIM-based systems without a multi-layer cache hierarchy due to some kernel's long-term data reuse characteristics. Hence, our evaluation and analysis results suggest that further research should consider dynamic and workload pattern adaptive approaches to overcome performance degradation from computational kernels with long-term data reuse characteristics and hidden data locality.

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A Meta-data Generation Technique for Efficient Code Reuse Attack Detection (효율적인 Code Reuse Attack 탐지를 위한 Meta-data 생성 기술)

  • Han, Sangjun;Heo, Ingoo;Paek, Yunheung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2014.04a
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    • pp.502-505
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    • 2014
  • 최근 들어, 모바일 기기의 시스템을 장악하여 중요 정보를 빼내는 등의 악성 행위를 위해 Code Reuse Attack (CRA) 이 널리 사용되고 있다. 이러한 CRA 를 막기 위한 방법으로 branch 의 trace 를 분석하여 CRA 고유의 특성을 찾아내는 Signature 기반 탐지 기술이 있다. 이러한 탐지 기술을 효율적으로 지원하기 위하여, 본 논문에서는 ARM 프로세서용 바이너리를 분석하여, signature 분석을 위해 필수적으로 분석되어야 하는 gadget 의 크기를 빠르게 접근할 수 있는 meta-data 를 생성하는 기술을 제안한다. 이러한 meta-data 를 활용하는 방식은 gadget 의 크기를 계산하는 추가적인 코드의 수행을 제거해 주므로, 더욱 효율적으로 CRA 를 탐지할 수 있도록 도와준다. 실험 결과, 이러한 meta-data 는 본래의 바이너리 코드 대비 9% 만의 크기 증가를 일으키는 것으로 나타났다.

The Impact of Patient Satisfaction With Nursing Care Services, Switching Costs and Perceived Risk on Intention of Reuse in the Emergency Medical Center (응급의료센터 내원환자의 간호서비스 만족도, 전환비용 및 지각된 위험이 재이용 의도에 미치는 영향)

  • Kim, Hyun-Jeong;Yom, Young-Hee
    • Journal of Korean Academy of Nursing Administration
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    • v.17 no.4
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    • pp.432-442
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    • 2011
  • Purpose: The purpose of this study was to identify the factors influencing the intention of the reuse in patients admitted in university hospital emergency medical center. Method: The participants were 253 patients admitted to a niversity hospital emergency medical center. Data were collected with self-administrated questionnaires and analyzed by hierarchical multiple regression. Results: Patient satisfaction with nursing care service and switching cost were positively correlated with reuse by patients while the perceived risk was negatively correlated. As levels of satisfaction with nursing care services and switching cost increase, intention of reuse increases. Satisfaction with nursing care service, switching cost and perceived risk in emergency medical center influence intention to reuse and explain 68.8% of total variation of intention to reuse. Conclusion: Findings provide strong empirical evidence for importance of atient satisfaction with nursing care service, the switching costs and the perceived risk in explaining the intention of reuse an emergency medical center.

The Effect of Service Quality on the Reuse Intention of a Chatbot: Focusing on User Satisfaction, Reliability, and Immersion

  • Kim, Minjin;Chang, Byenghee
    • International Journal of Contents
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    • v.16 no.4
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    • pp.1-15
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    • 2020
  • This study examined the impact of chatbot service quality (process quality, outcome quality, and servicescape quality) on user satisfaction and reliability by identifying the relationships between user satisfaction, reliability, immersion, and the paths of three variables influencing reuse intention. The survey was conducted of Korean users in their teens and 70s who had experience using chatbot services. A total of 218 convenience samples were extracted and the data analyzed. By the IS success and SERVQUAL model, the results of structural equation modeling revealed that the chatbot service quality did not affect user satisfaction and reliability. However, user satisfaction and reliability of the chatbot services were shown to lead to reuse intention, and user satisfaction was shown to affect immersion and immersion in reliability. The results showed that satisfaction, reliability, and immersion in the chatbot services were important factors in the chatbot reuse intention. Through the satisfaction and reliability gained through the service, the users wanted to reuse the chatbot services, especially the chatbot services that gained reliability, which will have a greater impact on reuse intention. We can use these results as marketing information to attract loyal customers by identifying the reuse intention of the chatbot service users.

Agent Based Cinder Monitoring System supporting PDA

  • Han, Jung-Soo
    • International Journal of Contents
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    • v.4 no.4
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    • pp.7-11
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    • 2008
  • This paper embodies the agent based cinder monitoring system which supports PDA{Personal Digital Assistant). Monitoring system automatically manages data by using data managing agents such as a state managing agent, a location managing agent, a badness managing agent, a circumstances managing agent, etc, and uses a massive data processing agent to manage massive data. The development of agent based data monitoring system for the stable cinder reuse will be an epoch-making method to develop the process mechanized or manual-labored that widely spreads into the real-time automated process.

Development of GIS Information System for Agricultural Reuse of Effluent (하수처리수의 농업용수 재이용 정보 관리시스템 개발)

  • Kim, Hae-Do;Lee, Kwang-Ya;Chung, Kwang-Kun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2006.05a
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    • pp.535-539
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    • 2006
  • GIS-based integrated management system was developed for the treated wastewater to be reused as agricultural water. The major scopes of this research includes developing different types of system such as connecting data of wastewater treatment plants to data of hydraulic structures and paddy field ; separating spatial data into the watershed boundary and the agricultural water boundary ; and estimating applicable site for reuse. This system can enable to provide more scientific support to manage information of effluent and agricultural data utilizing GIS techniques.

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Development of GIS System for Agriculture Reuse of Wastewater Resource (GIS를 이용한 농업용수 재이용 활용시스템 개발)

  • Kim, Hae-Do;Lee, Gwang-Ya;Jeong, Gwang-Geun;Lee, Jong-Nam
    • Proceedings of the Korean Society of Agricultural Engineers Conference
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    • 2005.10a
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    • pp.479-484
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    • 2005
  • A GIS-based integrated system for reuse of effluent from wastewater treatment plants was developed in this study. The GIS-supported program classified attribute data which the effluent's quantity and quality and agricultural thematic map data according to the 5 big river basin area. From the database, showing the spatial variation of the water quality of the effluent, thereby proposing proper mitigation strategies over the watershed. Also, this system enables the users who is going to reuse the reclaimed water for their paddies to provide of all the wastewater treatment plant data and agricultural structures and thematic map data.

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Drug use and Reuse Relating Characteristics in Illegal Drug Users (불법약물 사용자의 약물사용 및 재사용 관련특성)

  • Lee So Young
    • Journal of Korean Public Health Nursing
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    • v.16 no.2
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    • pp.400-411
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    • 2002
  • This study was performed to identify the drug use and reuse relating characteristics and reuse relating factors in illegal drug users. Subjects consisted of 88 illegal drug users. Some of them were confined in a mental hospital or National Forensic Psychiatric Hospital located in Chung-nam province, others on attending a drug abuse prevention program in Seoul Probational Institute. Data were collected during the period from February 1, 2002 to February 25, 2002, and analyzed by SAS program. version 6.12. for Wilcoxon rank sum test, Pearson Correlation, Multiple regression. Results were as follows; 1. Drug use characteristics were as follows. $19.3\%$ was has drug family history and $20.7\%$ was has alcohol family history. Main drug was Phillopon$44.3\%$, inhalants $35.2\%$, LSD et al $22.7\%$. Drug use rate of months was everyday $31.2\%$, every other day $24.4\%$. 2. $100\%$ has experienced abstinence and reuse. Abstinence period was less than 12 months in $49.4\%$ and reuse period was less than 6 months in $58.6\%$. 3. Drug use and reuse characteristics related to general characteristics was identified as below. Abstinence period of male was longer than that of female. Person who have drug family history experienced more drugs and person who have family alcohol history started earlier. 4. Reuse periods was correlated with abstinence periods, age. And abstinence period was correlated with age and outcome that following reuse. 5. The multiple regression was used to identify the relating factors that influence reuse period and abstinence period. At the state of controlling abstinence period. inhalants users have 10.07 days shorter reuse period than others. And abstinence period had lengthened age, bad health status, early initiate age, and long reuse period.

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