• KSII Transactions on Internet and Information Systems (TIIS)
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• 제12권3호
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• pp.1002-1015
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• 2018

The advent of Internet of Things (IoT) and the evident inadequacy of Cloud networks concerning management of numerous end nodes have brought about a shift of paradigm giving birth to Fog computing. Fog computing is an extension of Cloud computing that extends Cloud resources at the edge of the network, closer to the user. Cloud computing has become one of the essential needs of people over the Internet but with the emerging concept of IoT, traditional Clouds seem inadequate. IoT entails extremely low latency and for that, the Cloud servers that are distant and unknown to the user appear to be unsuitable. With the help of Fog computing, the Fog devices installed would be closer to the user that will provide an immediate storage for the frequently needed data. This paper discusses data migration between different storage types especially between Cloud devices and then presents a mechanism to migrate data between Cloud and Fog Layer. We call this mechanism Adaptive Deadline-Aware Scheme (ADAS) for Data migration between Cloud and Fog. We will demonstrate that we can access and process latency sensitive "hot" data through the proposed ADAS more efficiently than with a traditional Cloud setup.

• 한국멀티미디어학회논문지
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• 제4권6호
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• pp.543-553
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• 2001

본 논문에서는 기존 의료 영상 이동 방법에서 생기는 문제점을 해결하기 위해서 의료 영상 데이터의 관리기법을 제안하였다. 의료영상 데이터의 관리기법으로써 EAT(Expanded Average Transaction time) 데이터 이동 기법과 시간 연관성 기반 데이터 저장 방법을 제안하였다. EAT데이터 이동 기법에서는 각 저장 영역에 저장되는 개체 버전을 구분하는 경계값과 각 영역에 저장되는 개체 버전을 정의하였다 시간 연관성에 기반한 데이터 저장 방법에서는 임의 두 개체 버전에 대한 겹침의 정도와 간격의 정도를 정의하였고, 두 값을 통합하여 개체 버전을 저장 장치에 배치하는 방법을 보였다. 시간 질의의 비율을 변화시키면서 클러스터의 참조 회수를 비교한 실험에서 기존의 방법보다 제안한 방법의 클러스터 참조 회수가 적게 나타났다.

• ETRI Journal
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• 제36권6호
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• pp.988-998
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• 2014

For memory-based big data storage, using hybrid memories consisting of both dynamic random-access memory (DRAM) and non-volatile random-access memories (NVRAMs) is a promising approach. DRAM supports low access time but consumes much energy, whereas NVRAMs have high access time but do not need energy to retain data. In this paper, we propose a new data migration method that can dynamically move data pages into the most appropriate memories to exploit their strengths and alleviate their weaknesses. We predict the access frequency values of the data pages and then measure comprehensively the gains and costs of each placement choice based on these predicted values. Next, we compute the potential benefits of all choices for each candidate page to make page migration decisions. Extensive experiments show that our method improves over the existing ones the access response time by as much as a factor of four, with similar rates of energy consumption.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제14권5호
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• pp.2141-2155
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• 2020

In order to meet the requirements of background change, illumination variation, moving shadow interference and high accuracy in object detection of moving camera, and strive for real-time and high efficiency, this paper presents an object detection algorithm based on sparse approximation recursion and sparse coding migration in subspace. First, low-rank sparse decomposition is used to reduce the dimension of the data. Combining with dictionary sparse representation, the computational model is established by the recursive formula of sparse approximation with the video sequences taken as subspace sets. And the moving object is calculated by the background difference method, which effectively reduces the computational complexity and running time. According to the idea of sparse coding migration, the above operations are carried out in the down-sampling space to further reduce the requirements of computational complexity and memory storage, and this will be adapt to multi-scale target objects and overcome the impact of large anomaly areas. Finally, experiments are carried out on VDAO datasets containing 59 sets of videos. The experimental results show that the algorithm can detect moving object effectively in the moving camera with uniform speed, not only in terms of low computational complexity but also in terms of low storage requirements, so that our proposed algorithm is suitable for detection systems with high real-time requirements.

• Tribology and Lubricants
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• 제15권4호
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• pp.335-342
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• 1999

Corrosion of the disk has been an ongoing concern for the manufacturers of hard disk drives. With the advent of magnetoresistive (MR) head, very low levels of corrosion and contamination become more critical since the raised defects and corrosion products on the disk surface-anything that heats the MR sensor due to the contact-can distort the output signal of the head. This phenomenon is called as thermal asperity. In this paper, the effect of corrosion as a form of Co migration on the occurrence of thermal asperity in MR drives was investigated. The corrosion test at high temperature (60$^{\circ}C$) and high relative humidity (80%) was emphasized in this study and the testing results at ambient condition were compared. The corrosion on the disks was characterized as the amount of Co ion migration using an ion chromatography (IC) and a time-of-flight secondary ion mass spectroscopy (TOF-SIMS). It is proved that corrosion on the disk surface after storage testing is closely correlated to the amount of Co ions migration from the magnetic layer to disk surfaces and higher Co migration causes more thermal asperities in the drive. In order to reduce Co migration, several methods such as burnishing process and structure of the carbon overcoat were investigated. It is found that the hydrogenated carbon overcoat shows the least Co migration among different types of overcoat layer. However, the most effective way to reduce Co migration is the application of Cr layer between the overcoat and the magnetic alloy layer.

• 한국포장학회지
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• 제8권2호
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• pp.39-43
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• 2002

Increasing use of plastics in food packaging materials has led to the issue of food-plastic packaging materials's mutual interactions. Although the plastic packaging materials are generally considered as inert, migration and sorption of fatty materials are some of the problems associated with their use. So, this work investigated the compatibility of three structurally different polymers, polypropylene (PP), polyethyleneterephthalate (PET) and ethylene vinyl alcohol copolymer (EVOH) with some structurally different food fats. The main goal was to study the sorption of food fats by the plastic films and to see what extent mechanical properties of the plastic films was affected by plasticization effect due to sorption of fatty materials. PP, PET, and EVOH films was immersed in pure triglycerides, and then extracted with hexane and analyzed for the amounts of fat migrated. The sorbed films were also investigated for change in mechanical properties. Result showed that structural factor of the films and fatty materials plays important role in th migration process. The fat with the simplest structure are migrated more easily that the fat with more complex structure. However, structural effect of migration was varied according to degree of crystallinity and density of plastic films. In addition to that, polarity of plastic film was affected migration of fatty materials significantly. Additional research is needed to justify the reason why migration of fatty materials into the films was affected by polarity and structural integrity.

• 한국도서관정보학회지
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• 제47권1호
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• pp.149-173
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• 2016

클라우드 컴퓨팅에 대한 관심이 많아짐으로 인해 많은 기관들이 클라우드 컴퓨팅으로 전환을 결정하고 있다. 확장성, 비용 효율성, 접근성 등 다양한 장점으로 인해 의료 기관들도 정보 인프라를 클라우드 기반으로 전환하는 것을 추진하고 있다. 이러한 장점에도 불구하고 많은 양의 민감한 개인정보를 이동 (migration) 하는 것에 대한 여러 가지가 고려되어야 한다. 의료 기관은 민감한 환자 정보에 대한 보안, 안정성, 가용성을 고려하고 또한 HIPPA와 같은 법적인 요구 사항을 만족시켜야 한다. 본 연구는 전자의무기록을 클라우드 기반 저장소로 이동시 장점 및 문제점을 조사하고 또한 고려사항을 제안하고자 한다.

• 한국식품과학회지
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• 제22권2호
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• pp.145-149
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• 1990

DOA의 추출 및 분석조건과 랩 필름으로 포장된 식품의 저장 및 전자렌지로 가열 중 식품으로의 DOA의 이행량을 조사하였다. 추출용매와 방법에 대하여 실험한 결과 DOA는 carbon tetrachloride를 이용하여 약 1시간 이상 reflux시킬 때 가장 우수한 추출률을 나타냈다. 국내 시장에 유통 중인 PVC 랩은 가정용과 영업용의 경우 각각 평균적으로 약 18.9% 및 24.6%의 DOA 함량을 나타냈다. 저장시 DOA의 이행량은 돼지고기 삼겹살의 경우 저장 1일 및 3일째 각각 21% 및 26%로 조사된 식품 중 가장 높은 이행량을 나타냈다. 전자렌로 가열시에 조사된 모든 식품의 경우 랩과 직접 접촉이 안된 상태에서의 DOA 이행량은 약 5.5% 범위내로 미미하였으나 돼지고기 삼겹살의 경우 직접 접촉된 상태로 가열하였을 때는 약 49%의 DOA가 이행되었다.

• 산업경영시스템학회지
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• 제18권33호
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• pp.1-10
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• 1995

The allocation of files is essential to the efficiency and effectiveness of a distributed system that must meet geographically dispersed data processing demands. In this paper, we address an optimization model that generates optimal file migration policies in distributed database systems. The proposed model is a more generalized model that includes system's capacity constraints - computing sites' storage capacity and communication networks' capacity - which have not taken into consideration in previous researches. Using this model, we can establish initial file allocation, file reallocation and file migration polices that minimize a system operating cost under system's capacity constraints at an initial system design or reorganization point The proposed model not only can be adopted by small-sized systems but also provides a foundation for effective and simple heuristics for adaptive file migration in large systems.

• 한국식품과학회지
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• 제34권6호
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• pp.969-976
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• 2002

PVC 랩 필름으로 포장된 다양한 국내 식품과 요리의 저장 중 또는 전자렌지에서 데우는 과정 중 이행된 DEHA를 분석하고 이행량에 대하여 조사하였다. Acetone/n-hexane을 이행 실험의 추출 용매로 사용하였다. 지방이 많은 식품에 이행된 DEHA는 GPC를 이용하여 분리 추출 후 분석되었다. 식품에서의 DEHA의 회수율은 $81.3{\sim}91.2%$로 양호한 수준을 나타냈다. 조사된 일반 저장 식품 중 삼겹살에서 22.9 mg/kg으로 가장 높은 DEHA의 이행량을 보였다. 일반적으로 식품의 지방 함량이 높고 저장 기간이 길수록, 또는 저장 온도가 높은 경우 DEHA의 이행량이 증가되는 경향을 보였다. 여러 가지 배달되는 식품으로 이행된 DEHA의 양은 $6.9{\sim}29.8\;mg/kg$이었는데 이 중 지방 함량이 가장 높은 짬뽕으로 가장 높은 이행량을 보였다. 전자렌지로 가열시 랩 필름이 접촉된 경우 쌀밥과 감자에서는 DEHA가 불검출되었으나 피자에서는 158.8 mg/kg까지 매우 높은 양이 검출되었다. 랩 필름을 식품과 간격을 두고 덮었을 경우에는 접촉시켰을 때보다 낮은 이행량을 나타내었다. 조사된 많은 시료에서 DEHA의 이행량이 유럽 기준치를 초과한 것으로 나타났다. 따라서 PVC 랩에서의 DEHA의 이행량을 줄이기 위한 다양한 기술적 개선이 이루어져야 할 것으로 판단된다.