• Title/Summary/Keyword: logs

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Anomalous Pattern Analysis of Large-Scale Logs with Spark Cluster Environment

  • Sion Min;Youyang Kim;Byungchul Tak
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.3
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    • pp.127-136
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    • 2024
  • This study explores the correlation between system anomalies and large-scale logs within the Spark cluster environment. While research on anomaly detection using logs is growing, there remains a limitation in adequately leveraging logs from various components of the cluster and considering the relationship between anomalies and the system. Therefore, this paper analyzes the distribution of normal and abnormal logs and explores the potential for anomaly detection based on the occurrence of log templates. By employing Hadoop and Spark, normal and abnormal log data are generated, and through t-SNE and K-means clustering, templates of abnormal logs in anomalous situations are identified to comprehend anomalies. Ultimately, unique log templates occurring only during abnormal situations are identified, thereby presenting the potential for anomaly detection.

Study on Sawdust Bag Cultivation of Shiitake (Lentinula edodes), using Oak Wilt-Diseased Logs (참나무시들음병 피해목을 이용한 표고 톱밥재배에 대한 연구)

  • Kim, Sehun;Seo, Sooyoung;Jang, Yeongseon;Ryoo, Rhim;Seo, Sang-Tae;Ka, Kang-Hyeon
    • The Korean Journal of Mycology
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    • v.44 no.4
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    • pp.300-306
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    • 2016
  • Recently, the incidence of oak wilt disease has been increasing in Korea, resulting in an increasing number of dead trees. In this study, we performed sawdust bag cultivation of shiitake (Lentinula edodes) using oak wilt-diseased logs and measured the antioxidant activities of the resulting mushrooms. For sawdust media, 4 types of logs (healthy, infected, dead, and fumigated ones) were used. As inocula, three strains of L. edodes (NIFoS 764, Sanjo 701ho, and Sanmaru 2ho) were used. The productivity of L. edodes from dead logs was similar to that from healthy logs. Except for the Sanmaru 2ho strain, fumigated logs and infected logs yielded a lower productivity of L. edodes compared to healthy logs. In terms of antioxidant activity, L. edodes grown on sawdust from fumigated logs showed higher values than those from other logs.

An Analysis of Library Culture Program Management based on Users' Participation Logs: A Case Study of National Library of Korea, Sejong (이용자 참여 로그 기반 도서관 문화프로그램 운영현황 분석: 국립세종도서관 사례를 통해)

  • Choi, Doo-Won;Gang, Ju-Yeon;Yang, Dongmin;Lee, Hyunju;Oh, Hyo-Jung
    • Journal of Korean Library and Information Science Society
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    • v.49 no.1
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    • pp.293-320
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    • 2018
  • This study aims to analyze library culture-program management and propose methods for improving the program management. To achieve this research goal, this study examines current state of culture-program management and user's participation by analyzing users' participation logs of the National Library of Korea, Sejong. The users' participation logs have been accumulated from May, 2015, to December, 2017, and the logs contain 722 program data, 24,816 program participation data, and 6,729 users data. The data were used for analyzing of program management, users' characteristics, and changes based on timelines. Based on the analysis results, culture-program management problems were pointed out and future improvement methods for solving the problems were proposed. This study analyzes culture-program management in view of users using real users' participation logs, and it has significance for being different from preceding researches focusing on culture-program providers.

Interpretation of Geophysical Well Logs from Deep Geothermal Borehole in Pohang (포항 심부 지열 시추공에 대한 물리검층 자료해석)

  • Hwang, Se-Ho;Park, In-Hwa;Song, Yoon-Ho
    • Geophysics and Geophysical Exploration
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    • v.10 no.4
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    • pp.332-344
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    • 2007
  • Various geophysical well logs have been made along the four deep wells in Pohang, Gyeongbuk. The primary focus of geophysical well loggings was to improve understanding the subsurface geologic structure, to evaluate in situ physical properties, and to estimate aquifer production zones using fluid temperature and conductivity gradient logs. Especially natural gamma logs interpreted with core logs of borehole BH-1 were useful to discriminate the lithology and to determine the lithologic sequences and boundaries consisting of semi-consolidated Tertiary sediments and intrusive rocks such as basic dyke and Cretaceous sediments. Cross-plot of physical properties inferred from geophysical well logs were used to identify rock types such as Cretaceous sandstone and mudstone, Tertiary sediments, rhyolite, and basic dyke. The temperature log indicated $82.51^{\circ}C$ at the depth of 1,981.3 meters in borehole BH-4. However, considering the temperature of borehole BH-2 measured under stable condition, we expect the temperature at the depth in borehole BH-4, if it is measured in stable condition, to be about 5 or $6^{\circ}C$ higher. Several permeable fractures also have been identified from temperature and conductivity gradient logs, and cutting logs.

Development of Fungal Sapstain in Logs of Japanese Red Pine and Korean Pine (소나무와 잣나무 원목에서 변재변색 발생)

  • Kim, Gyu-Hyeok;Kim, Jae-Jin;Ra, Jong-Bum
    • Journal of the Korean Wood Science and Technology
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    • v.30 no.2
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    • pp.128-133
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    • 2002
  • This study was conducted to investigate the influence of storage time on the sapstain development of Japanese red pine and Korean pine logs during storage in log yard, and their stain characteristics. Japanese red pine and Korean pine trees were harvested and cut into logs in mid January of 2001. These logs were transported to the two local sawmills where they were closely stacked in remote parts of log yard. The logs were then sampled destructively by cutting seven to nine 3-cm long discs along the length of each log at intervals of 3, 4, 5, 6, and 8 month after felling. The stain coverage and maximal radial penetration of stain were measured from the discs of the sampled logs after the isolation of causal staining fungi. The sapstain was primarily infested by the attack of bark beetles and the species of bark beetle was identified as Tomicus piniperda. The main fungal species isolated from stained wood was Ophiostoma species. Based on the present study, the logs could be stored in log yard until May without stain; but stain development was rapid after May and the severity of stain increased proportionally with storage time. Korean pine was more susceptible to fungal stain than Japanese red pine. During summer storage, decay started to develop in logs and the main species were identified as Tyromyces sp. and Schizophyllum commune. Information provided in this paper would be very useful to develop more effective control strategies for sapstain prevention in Japanese red pine and Korean pine logs.

Cultural Characteristics of A Medicinal Mushroom, Phellinus linteus

  • Hong, In-Pyo;Jung, I-Yeon;Nam, Sung-Hee;Park, Jeong-Sik;Cho, Joon-Hyeong;Lee, Min-Woong;Guo, Shun-Xing
    • Mycobiology
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    • v.30 no.4
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    • pp.208-212
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    • 2002
  • For comparison of mycelial colonization of Phellinus linteus on logs, several techniques of inoculation were tested; sterilized short log inoculation, drilling inoculation and log-end sandwich inoculation. The mycelial colonization of P. linteus on logs was good in the treatment of sterilized short log inoculation, but poor in the traditional methods such as drilling inoculation and log-end sandwich inoculation. The initial mycelial growth and the full mycelial colonization of P. linteus in logs were the best in case of 20 cm logs under the condition of 42% moisture content. Also, the initial mycelial growth of P. linteus was accelerated over 12 hours of sterilization. Burying method of logs after $5{\sim}6$ months of incubation was the best for formation of basidiocarps of P. linteus. The formation of fruiting body of P. linteus was quite good in the cultivation house at $31{\sim}35^{\circ}C$ and over 96% of relative humidity.

An Efficient and Secure Method for Managing Logs of Certified e-Document Authority Using Hash Tree (공인전자문서 보관소에서 생성되는 로그의 효율적이고 안전한 보관방법에 대한 연구)

  • Kang, Shin-Myung;Moon, Jong-Sub
    • Convergence Security Journal
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    • v.9 no.2
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    • pp.23-32
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    • 2009
  • CeDA (Certified e-Document Authority) was adopted in March 2005. It is possible to register/store/send/receive/transfer/revoke e-documents by using trusted third party, CeDA. It is important to store not only e-documents of users but also logs produced by CeDA. Thus all logs must be electronically signed using certificate of CeDA. But management of electronically signed logs is difficult. In this paper, the method which can be applicable to authenticate all logs of CeDA using "Hash Tree" is present.

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Discovering Temporal Work Transference Networks from Workflow Execution Logs

  • Pham, Dinh-Lam;Ahn, Hyun;Kim, Kwanghoon Pio
    • Journal of Internet Computing and Services
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    • v.20 no.2
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    • pp.101-108
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    • 2019
  • Workflow management systems (WfMSs) automate and manage workflows, which are implementations of organizational processes operated in process-centric organizations. In this paper, wepropose an algorithm to discover temporal work transference networks from workflow execution logs. The temporal work transference network is a special type of enterprise social networks that consists of workflow performers, and relationships among them that are formed by work transferences between performers who are responsible in performing precedent and succeeding activities in a workflow process. In terms of analysis, the temporal work transference network is an analytical property that has significant value to be analyzed to discover organizational knowledge for human resource management and related decision-making steps for process-centric organizations. Also, the beginning point of implementinga human-centered workflow intelligence framework dealing with work transference networks is to develop an algorithm for discovering temporal work transference cases on workflow execution logs. To this end, we first formalize a concept of temporal work transference network, and next, we present a discovery algorithm which is for the construction of temporal work transference network from workflow execution logs. Then, as a verification of the proposed algorithm, we apply the algorithm to an XES-formatted log dataset that was released by the process mining research group and finally summarize the discovery result.

Writing Listening Logs and Its Effect on Improving L2 Students' Metacognitive Awareness and Listening Proficiency

  • Lee, You-Jin;Cha, Kyung-Whan
    • International Journal of Contents
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    • v.16 no.4
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    • pp.50-67
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    • 2020
  • This study investigated whether writing weekly listening logs could influence college English learners' metacognitive awareness and listening proficiency. In addition, the Metacognitive Awareness Listening Questionnaire (MALQ) was applied to examine the learners' knowledge of their listening process. It is process-oriented research conducted by analyzing the MALQ and students' listening logs as to how their metacognitive awareness and listening proficiency have changed during the semester. Eighty-nine students who took an English listening practice course at a university participated in this study. The research findings are as follows. First, it turned out that there was a significant relationship between EFL university students' listening comprehension and some subscales of metacognitive awareness. Second, the students had an opportunity to reflect on learning through regular listening activities, and weekly listening logs, which included important information about listening process and practice. Third, as the students' listening proficiency increased at the end of the semester, it was found that introducing listening logs along with classroom lessons helped the students improve their listening ability. Finally, the high proficiency group students used multiple strategies simultaneously, regardless of the type of listening strategies, while the low proficiency group students used one or two limited listening strategies. However, the low proficiency group students may have had trouble expressing their ideas in English or recognizing the listening strategies they used, not because they did not use a lot of listening strategies. Therefore, teachers should regularly check if students are following their instructions and help them use appropriate strategies for better understanding.

Hydroacoustical Speed Gauge for Marine Vessels (유체음향을 이용한 선박 속력 측정장치)

  • Zhidkov, E.M.;Pavlikov, S.N.
    • Journal of the Korean Institute of Navigation
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    • v.23 no.2
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    • pp.43-50
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    • 1999
  • The paper deals with modem methods of measurement of ship's absolute speed and their realization: Doppler hydroacoustical logs and correlation hydroacoustical logs. Shortcomings of both log types are analyzed and ways of their improvement suggested. On the basis of the study the perspectives of hydroacoustical logs development are determined herein.

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