• Title/Summary/Keyword: open-source platform

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Development of IoT Home Gateway Environment based on ACOME using Open Source Hardware (오픈소스 하드웨어를 활용한 ACOME 기반의 IoT 홈 게이트웨이 환경 개발)

  • Kim, Seong-Min;Choi, Hoan-Suk;Rhee, Woo-Seop
    • The Journal of the Korea Contents Association
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    • v.16 no.3
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    • pp.296-304
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    • 2016
  • Recently in domestic market, the telecommunication and appliance companies actively provide IoT home service through their dedicated smart device and communication network. But because their service should use only their own devices and be payed by monthly, it does not satisfy user's needs. So, users want device and service environment that can be easily configured according to user needs. Therefore, in this paper, we propose IoT home service environment architecture and ACOME(Auto-Configuration of MQTT and REST) mechanism. The proposed architecture consists of IoT platform and IoT home gateway. And the ACOME provides the automatic registration using DPWS function and interface construction using MQTT. This implements as a library for open-source hardware such as Arduino that is easy to get on the market. So the user easy to make own IoT device. Finally, we provide performance evaluation about service and device discovery between ACOME and DPWS.

A Study on the Image/Video Data Processing Methods for Edge Computing-Based Object Detection Service (에지 컴퓨팅 기반 객체탐지 서비스를 위한 이미지/동영상 데이터 처리 기법에 관한 연구)

  • Jang Shin Won;Yong-Geun Hong
    • KIPS Transactions on Computer and Communication Systems
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    • v.12 no.11
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    • pp.319-328
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    • 2023
  • Unlike cloud computing, edge computing technology analyzes and judges data close to devices and users, providing advantages such as real-time service, sensitive data protection, and reduced network traffic. EdgeX Foundry, a representative open source of edge computing platforms, is an open source-based edge middleware platform that provides services between various devices and IT systems in the real world. EdgeX Foundry provides a service for handling camera devices, along with a service for handling existing sensed data, which only supports simple streaming and camera device management and does not store or process image data obtained from the device inside EdgeX. This paper presents a technique that can store and process image data inside EdgeX by applying some of the services provided by EdgeX Foundry. Based on the proposed technique, a service pipeline for object detection services used core in the field of autonomous driving was created for experiments and performance evaluation, and then compared and analyzed with existing methods.

A Development Works of Post PC Platform Technology (Post PC 플랫폼 기술 개발)

  • Park, Woo-Chool;Lee, Sang-Hak;Cho, Soo-Hyung;Kim, Dae-Hwan
    • The KIPS Transactions:PartA
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    • v.10A no.4
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    • pp.411-418
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    • 2003
  • After the general and multi-function PC age is gone, A new type of computing devices is developing. The need of consumer increases a new device with very necessary function instead of all-mighty functional PC. The operating system of this works is linux because of open source licensing and a strong developer community. The Post PC industry represents and environment that will foster dramatic growth and new development. The adoption of embedded linux in this market will not be driven by simple replacement of expensive proprietary operating systems. In this paper we describe the practical design and implementation project of Post-PC Platform. We illustrate "the development of digital consumer Post-PC platform technology," focus the fourth project, and describe the development works of this project.s project.

A Survey of Embedded Software Testing for Automotive Standard Platform (지능형 자동차용 임베디드 플랫폼 소프트웨어 테스팅 연구)

  • Jo, Hyun-Chul;Piao, Shiquan;Cho, Hui-Sup
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.47 no.6
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    • pp.73-79
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    • 2010
  • The number of electronic embedded software in vehicle system is ever increasing for years. As a result, the electronic control units have been growing dramatically, and it is required to mutual link between these units. Due to separate API each and every embedded platform, it is difficult to develop and integrate in automotive industry. The AUTOSAR project consists suppliers and manufacturers, and the partnership is a standardized platform to establish and develop an industry standard. On the previous works, we implemented the RTE generated module design based on AUTOSAR architecture. This paper specifically focuses on the testing of the development tool that generates RTE source code. The result satisfied a need for a RTE requirements and AUTOSAR methodology in a vehicle applications.

Design and Implementation of a Big Data Analytics Framework based on Cargo DTG Data for Crackdown on Overloaded Trucks

  • Kim, Bum-Soo
    • Journal of the Korea Society of Computer and Information
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    • v.24 no.12
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    • pp.67-74
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    • 2019
  • In this paper, we design and implement an analytics platform based on bulk cargo DTG data for crackdown on overloaded trucks. DTG(digital tachograph) is a device that stores the driving record in real time; that is, it is a device that records the vehicle driving related data such as GPS, speed, RPM, braking, and moving distance of the vehicle in one second unit. The fast processing of DTG data is essential for finding vehicle driving patterns and analytics. In particular, a big data analytics platform is required for preprocessing and converting large amounts of DTG data. In this paper, we implement a big data analytics framework based on cargo DTG data using Spark, which is an open source-based big data framework for crackdown on overloaded trucks. As the result of implementation, our proposed platform converts real large cargo DTG data sets into GIS data, and these are visualized by a map. It also recommends crackdown points.

Architecture of Electrical Safety Management for High-Voltage Power Installations Based on IoT Platform (사물인터넷 기반의 자가용 전기설비 안전 관리 구조 연구)

  • Kang, Hyunjoo;An, Yoon-Young;Jeong, Sangjin
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.42 no.5
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    • pp.1077-1084
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    • 2017
  • In this paper, we propose a electrical safety management architecture based on IoT (Internet of things) platform, especially IoTivity which is open source platform organized by OCF. With the advent of various ICT technologies, researches on convergence between power facilities and ICT technology are actively under way. The application of ICT technology to high voltage electrical equipment has been studied in terms of improving power efficiency and measuring accurate usage in real time. We focused on safety data and described the components of the electrical safety architecture, the requirement of reference interface, and available services. We defined the data profile for the electrical facilities subject to electrical safety management and examined feasibility through testing.

Task Parallelism System of Application for Multicore-Based Mobile Platform (멀티코어 기반 모바일 플랫폼을 위한 애플리케이션의 태스크 병렬화 시스템)

  • Lim, Geunsik;Lee, Seho;Eom, Young Ik
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.6
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    • pp.521-530
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    • 2013
  • This paper proposes a task parallelism system (BioMP) to improve applications' execution time of multicore based mobile device. When application developers append the functions of parallel specification into the existing software, our proposed system supports the parallel processing of threads as well as a compatibility. BioMP improves the software in order that an existing large-scale source can recognize the multicore architecture. From our experiment, our idea improved the execution time of application until about 64% against the existing system in multicore environment based on quad core. In addition, BioMP does not require any additional modification of a mobile platform because BioMP is independent component. Consequently, when application developers release multicore-aware applications into the application store, users can immediately run without any modification of the mobile device.

Design and Implementation of Dual-Mode Cordless Phone and walkie-Talky System: A Software Radio Approach (소프트웨어 라디오 방식의 무선전화기 및 워키토키 이중 모드 시스템의 구현)

  • Sung, Min-Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.9 no.3
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    • pp.674-680
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    • 2008
  • An SDR (Software Defined Radio) system based on general purpose computing platform has benefits of ease of software development process, high degree of software compatibility, and cost-effectiveness of general purpose processors. This paper discusses design and implementation of a dual-mode SDR system that supports both cordless phone and walkie-talky system running on Linux-based general purpose computing platform. For this purpose, we designed modulation and demodulation software on open source-based GNU radio middleware. We also designed a customized RF front-end hardware which performs frequency conversion between RF and IF. The proposed SDR system successfully exhibited its ability to operate both cordless phone and walkie-talky communication on Intel processor-based general purpose computing platform. But experience with the prototype SDR system shows that further research is required for run-time software reconfiguration and efficient integration with conventional TCP/IP protocol stacks.

Research on Sustainable Financial Inclusion and Social Impact : Analyzing Credit Thin Filer Data from U.S. Online Loan Platform (지속가능한 금융포용성과 소셜임팩트 증진 제언 연구: 미국 온라인 대출 플랫폼 내 중저신용자 데이터를 중심으로)

  • Geonuk Nam;Jiho Kim;Gaeun Son;Hanjin Lee
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.3
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    • pp.467-474
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    • 2024
  • This study analyses customer data from a US online lending platform to empirically document the discriminatory treatment that low- and middle-income borrowers face in financial markets. Researchers are using financial data from nearly 2.93 million loans between 2007~2020 of the Lending Club on the open-source Kaggle platform. We find that thin-filers borrowers, especially those with lower credit scores, receive loans at higher interest rates. This discriminatory treatment undermines financial inclusion and has the potential to increase social inequality. The significance of this research is that it sheds substantial light on the problem of inequality in financial markets and, based on the findings, suggests concrete measures to ensure equitable access to finance for all customers and enhance sustainable financial inclusion. In doing so, we propose a shift towards enhancing the social responsibility of institutions.

Implementation of Smartphone Adaptor for Real-Time Live Simulations (실시간 Live 시뮬레이션을 위한 스마트폰 연동기 구현)

  • Kim, Hyun-Hwi;Lee, Kang-Sun
    • Journal of the Korea Society for Simulation
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    • v.22 no.1
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    • pp.9-20
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    • 2013
  • Defense M&S for weapons effectiveness is a realistic way to support virtual warfare similar to real warfare. As the war paradigm becomes platform-centric to network-centric, people try to utilize smartphones as the source of sensor, and command/control data in the simulation-based weapons effectiveness analysis. However, there have been limited researches on integrating smartphones into the weapon simulators, partly due to high modeling cost - modeling cost to accomodate client-server architecture, and re-engineering cost to adapt the simulator on various devices and platforms -, lack of efficient mechanisms to exchange large amount of simulation data, and low-level of security. In this paper, we design and implement Smartphone Adaptor to utilize smartphones for the simulationbased weapons effectiveness analysis. Smartphone Adaptor automatically sends sensor information, GPS and motion data of a client's smartphone to a simulator and receives simulation results from the simulator on the server. Also, we make it possible for data to be transferred safely and quickly through JSON and SEED. Smartphone Adaptor is applied to OpenSIM (Open simulation engine for Interoperable Models) which is an integrated simulation environment for weapons effectiveness analysis, under development of our research team. In this paper, we will show Smartphone Adaptor can be used effectively in constructing a Live simulation, with an example of a chemical simulator.