• Proceedings of the Korea Information Processing Society Conference
• /
• 2004.05a
• /
• pp.1425-1428
• /
• 2004

모바일 애드 혹 네트워크의 제한된 자원과 다양한 토폴로지 변화 때문에 모바일 애드 혹 네트워크를 관리하고 QoS를 보장하기란 매우 어려운 일이다. 또한 현재까지 모바일 애드 혹 네트워크에서 QoS 보장에 대한 관심은 많지만, 그에 대한 연구는 아직까지 미비한 실정이며 주로 MAC 프로토콜과 라우팅 프로토콜에 집중되어 있다. 따라서 본 논문에서는 차등화 서비스(DiffServ) QoS 모델을 기반으로 하는 정책기반 망 관리 기술과 동적으로 네트워크의 기능을 확장할 수 있는 액티브 네트워크 기술을 이용하여 모바일 애드 혹 네트워크를 효율적으로 관리하고 QoS를 제공할 수 있는 프레임워크를 제안한다.

• The KIPS Transactions:PartA
• /
• v.10A no.6
• /
• pp.651-656
• /
• 2003

Emerging technologies, such as multimedia and mobile computing, require that middleware platforms can support high adaptability in order to provide more flexible services in heterogeneous environments. To support high quality of service in distributed wired/wireless environments, it will be necessary for applications and middleware to be aware of changes in users requirements as well as environmental conditions, also to be able to adapt their behaviour as such changes. According to the needs of adaptability supporting in middleware, we structure a component-based, mobile agents framework in base level and meta level by using reflection. We propose concepts of meta agents and meta-service agents that are able to reflect changes made by mobile agents to the system. At the meta level of our framework, meta agents monitor execution of mobile agents and it is possible to provide dynamic adaptation of users requirements, deployment of application services and service customization with meta agents and meta-service agents.

• Journal of the Korea Academia-Industrial cooperation Society
• /
• v.19 no.8
• /
• pp.535-544
• /
• 2018

As the spread of mobile devices equipped with various sensors and high-quality wireless network communications functionsexpands, the amount of spatio-temporal data generated from mobile devices in various service fields is rapidly increasing. In conventional research into processing a large amount of real-time spatio-temporal streams, it is very difficult to apply a Hadoop-based spatial big data system, designed to be a batch processing platform, to a real-time service for spatio-temporal data streams. This paper extends the MapReduce online framework to support real-time query processing for continuous-input, spatio-temporal data streams, and proposes a load management method to distribute overloads for efficient query processing. The proposed scheme shows a dynamic load balancing method for the nodes based on the inflow rate and the load factor of the input data based on the space partition. Experiments show that it is possible to support efficient query processing by distributing the spatial data stream in the corresponding area to the shared resources when load management in a specific area is required.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
• /
• 2018.05a
• /
• pp.399-401
• /
• 2018

몇 년 사이에 IoT는 통신 프로토콜과 디바이스 중심의 단순한 개념에서 점점 진화 하여, 디바이스, 인터넷기술, 그리고 사람(사물, 데이터 등)이 보안, 프라이버시, 신뢰도 문제를 해결하는 것까지 포함한 비즈니스 혁신, 재현성, 상호 운용성을 위한 완전한 생태계를 창조하는 것으로 개념이 바뀌어 가고 있다. IERC는 실제와 가상의 사물들이 고유특성과 물리적 가상적 특성을 가지고 있고, 지능형 인터페이스를 사용하며, 끊김없이 정보네트워크를 통합 하는 표준과 상호운용 통신 프로토콜을 기반으로 자기 스스로 재구성이 가능한 동적인 글로벌 네트워크 인프라로 정의함으로써 IoT의 범위를 인프라까지 확대 정의하고 있는 추세이다. 이와 같은 IoT 영역이 확대되면서, 일반적으로 IoT의 4대 기술 분야를 센싱기술, 유 무선 통신 네트워크 기술, 플랫폼 기술 및 서비스 기술로 분류하고 있으며, 이 중에서 다양한 전파서비스를 제공하기 위해서는 무선통신망 구축이 필수이며, 이를 실현하기 위해서는 주파수 자원 확보가 매우 중요하다. 본고에서는 이를 실현화 시킬 수 있는 동북아지역 IoT주파수 동향 및 표준화에 대하여 결과를 제시하고자 한다.

• KIPS Transactions on Computer and Communication Systems
• /
• v.12 no.2
• /
• pp.53-60
• /
• 2023

Recently, the demand and traffic volume for various multimedia contents are rapidly increasing through real-time streaming platforms. In this paper, we predict real-time streaming traffic to improve the quality of service (QoS). Statistical models have been used to predict network traffic. However, since real-time streaming traffic changes dynamically, we used recurrent neural network-based deep learning models rather than a statistical model. Therefore, after the collection and preprocessing for real-time streaming data, we exploit vanilla RNN, LSTM, GRU, Bi-LSTM, and Bi-GRU models to predict real-time streaming traffic. In evaluation, the training time and accuracy of each model are measured and compared.

• Journal of the Korea Institute of Information and Communication Engineering
• /
• v.13 no.9
• /
• pp.1964-1972
• /
• 2009

This paper proposed a distributed web environment for developing robot services using a 4-legged robot and MSRS. The proposed development environment of the robot services enabled a high-level complicated robot application to operate in a distributed web environment by implementing robot functions as services which can be run on network nodes using Microsoft MSRS. The environment has been also implemented using a 4-legged robot, Genibo as a robot platform. In experiment, we showed the developed robot services are enable to be executed and configured dynamically and support a remote monitoring in a distributed web environment. Finally the feasibility and the effectiveness of the proposed environment has been verified by creating a robot application using the developed robot services in Visual Program Language which helps student to create a complicated robot application system easily.

• Journal of Internet Computing and Services
• /
• v.12 no.4
• /
• pp.173-180
• /
• 2011

Various smart-phone applications for location-based service are enabled through mobile communications such as 3G and WiFi. We have developed MARS, an advanced location-based route-search application based on the Android platform. It provides three functions: route-registration, route-search, and route-evaluation. These functions are dynamically maintained by a web server, a database server, and user mobile terminals. As users can update location information using their smart-phone devices, servers provide the information and allow users to add, modify, and remove their own information as well as adding comments to others, while existing map services do not support direct inputs from users. We show our implementation process and demonstration of its operations. We also show the comparison results with existing services. Through these results, we can confirm that MARS can achieve better performance.

• Journal of KIISE:Computing Practices and Letters
• /
• v.13 no.6
• /
• pp.343-357
• /
• 2007

In this paper, we propose the techniques for effective management of profiles that necessary to provide adaptation content to an user. The profiles must be configured the related information of the user and can be exchanged according to periodic/aperiodic or event among user device, profile repository, contents adaptation server and contents storage server for providing adaptation content to an user. The profiles also must be supplied the contents services providers that need profiles for the adapted contents services. To support those function, we propose the management technologies of profiles and design profile framework supporting those. The proposed management framework of profiles is supported the profiles that are configurated using the various user's information and is used the Web Services for exchanging and providing regardless of the various devices and platform. The dynamic configuration method, metadata configuration method, and profiles providing methods using weight for effective management in the framework also are applied. The result of evaluation the proposed management techniques show effective profiles processing.

• Proceedings of the Korea Society for Industrial Systems Conference
• /
• 2003.05a
• /
• pp.27-40
• /
• 2003

The purpose of this study is to understand what is ActiveX control and how to utilize it in developing dynamic web pages. For this purpose, some literature survey and experimental practices with PC were done to understand the differences among web programming technologies such as visual basic, java, XML web services. In order to scrutinize the functions of ActiveX controls and the comparison of their technology with currently introduced XML web service, a study on the history of Internet programming with a focused view on ActiveX control was also performed. With the knowledge of the fore mentioned, Actual design and building experiments of web pages using ActiveX control pad were implemented. The results show that Microsoft ActiveX controls, formerly known as OLE controls or OCX controls, developed to compete with java applet in internet battle fields, turn out to be useful in software reusability, cost-saving and time-saving etc. However, the use of ActiveX controls has been confined in window platform, Overall, this study was useful for understanding the usage of ActiveX controls in web pages.

• Journal of Korea Society of Industrial Information Systems
• /
• v.8 no.2
• /
• pp.108-118
• /
• 2003

The purpose of this study is to understand what is ActiveX control and how to utilize it in developing dynamic web pages. For this purpose, some literature survey and experimental practices with PC were done to understand the differences among web programming technologies such as visual basic, java, XML web services. In order to scrutinize the functions of ActiveX controls and the comparison of their technology with currently introduced XML web service, a study on the history of Internet programming with a focused view on ActiveX control was also performed. With the knowledge of the fore mentioned, Actual design and building experiments of web pages using ActiveX control pad were implemented. The results show that Microsoft ActiveX controls, formerly known as OLE controls or OCX controls, developed to compete with java applet in internet battle fields, turn out to be useful in software reusability, cost-saving and time-saving etc. However, the use of ActiveX controls has been confined in window platform, Overall, this study was useful for understanding the usage of ActiveX controls in web pages.