• Title/Summary/Keyword: 이기종 디바이스

Search Result 68, Processing Time 0.031 seconds

Development of hipSYCL Runtime Backend Using HSA Runtime API (HSA 런타임 API를 이용한 hipSYCL 런타임 백엔드 개발)

  • Myung, Hunjoo;Gu, Gibeom
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2022.11a
    • /
    • pp.60-62
    • /
    • 2022
  • SYCL은 OpenCL 디바이스를 위해 추상화한 C++ 프로그래밍 모델이다. OpenCL에 비해 SYCL은 높은 생산성 등 C++이 가지고 있는 강점을 보유하며, 인텔이 이기종 컴퓨팅을 위한 개발 언어로 SYCL 기반의 DPC++을 출시함에 따라 많은 주목을 받고 있다. 우리는 여러 SYCL 구현물들 중에서 NVIDIA, AMD 등 다양한 GPU를 지원하고, 코드의 수정 및 추가가 용이한 hipSYCL를 채택하여 여러 연구를 진행하고 있다. 본 논문에서는 hipSYCL 구조 내에 AMD GPU를 위한 HIP 백엔드 플러그인을 대체할 수 있는 새로운 백엔드 플러그인을 제안한다. 이 플러그인은 HSA 런타임 API를 사용하여 기존의 플러그인보다 계층 구조를 줄이고 경량화하였다.

Portability Evaluation Technique of Application for Heterogeneous Mobile Platform (이기종 모바일 플랫폼에 애플리케이션 이식성 평가 기법)

  • Park, Hae-Yoon;Yoo, Hae-Young
    • The KIPS Transactions:PartD
    • /
    • v.18D no.2
    • /
    • pp.123-132
    • /
    • 2011
  • However a mobile application has limited compatibility to other platforms and device. So a mobile application should be rebuilt as particular restrictions of platforms or mobile phones when the mobile application is reused for other platforms. However a mobile application has limited compatibility to other platforms and device. So a mobile application should be rebuilt as particular restrictions of platforms or mobile phones when the mobile application is reused for other platforms. This paper ascertains problems when a mobile application is transplanted for reusing into other platforms, and suggests to evaluation systems of portability's quality that we can check the portability convenience of the existing mobile application. As we confirm its grade that shows convenience of suggested portability, we are able to check problems issued when a mobile application implants to other platforms. Then it is expected that we can check capability of rebuilding and endeavor rate. Also if the method will be considered at the first step of designing a mobile application, it will be the best way to develop the better mobile application that we can easily implant many other mobile platforms.

A Relay System for Supporting the Execution of Context-Aware Robot Services on ROS (ROS를 이용하여 상황인지 기반의 로봇 서비스를 실행시키기 위한 중계 시스템)

  • Lee, Minho;Choi, Jongsun;Choi, Jaeyoung
    • KIPS Transactions on Computer and Communication Systems
    • /
    • v.6 no.5
    • /
    • pp.211-218
    • /
    • 2017
  • Recent robot software platform research focuses on providing intelligent service via abstraction of robot devices. Context-aware techniques are necessary for intelligent robot services, which are based on the perception of environmental information obtained from heterogeneous sensors in IoT environment. Robot Operating System (ROS) provides protocols to operate robot devices. ROS includes functions for abstracting heterogeneous sensors themselves in order to control the robot, however, it lacks the ability to provide context information that the robot can perceive based on environmental information through consistent collection methods. In this paper, we propose a relay system for ROS to provide context-aware robot service. The proposed system makes it possible for ROS to control and provide context-aware robot services with relay of an external context-aware system and ROS. In experiments, we demonstrate procedures that robot services abstracted from ROS and an external context-aware system works together based on the proposed system.

Development of Deep Learning Model for Fingerprint Identification at Digital Mobile Radio (무선 단말기 Fingerprint 식별을 위한 딥러닝 구조 개발)

  • Jung, Young-Giu;Shin, Hak-Chul;Nah, Sun-Phil
    • The Journal of the Institute of Internet, Broadcasting and Communication
    • /
    • v.22 no.1
    • /
    • pp.7-13
    • /
    • 2022
  • Radio frequency fingerprinting refers to a methodology that extracts hardware-specific characteristics of a transmitter that are unintentionally embedded in a transmitted waveform. In this paper, we put forward a fingerprinting feature and deep learning structure that can identify the same type of Digital Mobile Radio(DMR) by inputting the in-phase(I) and quadrature(Q). We proposes using the magnitude in polar coordinates of I/Q as RF fingerprinting feature and a modified ResNet-1D structure that can identify them. Experimental results show that our proposed modified ResNet-1D structure can achieve recognition accuracy of 99.5% on 20 DMR.

A Research and development of integrated Platform for data security between different smart home devices (안드로이드 기반 스마트 홈 디바이스의 통신 데이터 보안 및 통합 관리 플랫폼 연구개발)

  • Lee, Jeong-Gi;Yang, Chul-Seung;Kim, Jun-Ha;Kim, Kang-Jin
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.19 no.5
    • /
    • pp.1173-1179
    • /
    • 2015
  • In this paper is given to implements the Android-based integration platform to provide convenience for gender development and scalability , easy access for the user. Sensor-based smart home-related products have a different way of the data exchange so platform can be integrated easily and connect heterogeneous network products and external data transmission security processing for data communication and supported to enable the integration

A study of Reference Model of Smart Library based on Linked Open Data (링크드오픈데이터 기반 스마트 라이브러리의 참조모델에 관한 연구)

  • Moon, Hee-kyung;Han, Sung-kook
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.20 no.9
    • /
    • pp.1666-1672
    • /
    • 2016
  • In recent years, smart technology has been applied to various information system fields. Especially, traditional library service area is changing to Smart-Library from Digital-Library. In this environment are need to library service software platform for supporting variety content, library services, users and smart-devices. Due to this, existing library service has a limitation that inhibits semantic interoperability between different heterogeneous library systems. In this paper, we propose Linked-Open-Data based smart library as an archetype of future-library system that provide a variety content and system interaction and integration of services. It is an innovative system of the cutting-edge information intensive. Therefore, we designed system environments according to various integration requirements for smart library based on Linked-Open-Data. And, we describe the functional requirements of smart-library systems by considering the users' demands and the eco-systems of information technology. In addition, we show the reference framework, which can accommodate the functional requirements and provide smart knowledge service to user through a variety of smart-devices.

Analysis Standardized of IoT-based Low-power·Light-weight Protocol (IoT 기반 저전력·경량 프로토콜 표준화 분석)

  • Jang, Young-hwan;Shim, Jae-sung;Park, Seok-cheon
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.20 no.10
    • /
    • pp.1895-1902
    • /
    • 2016
  • People and goods through the recent smart device, IoT to things and things are connected, it has emerged as the driving force of a new economic growth in the future. While conducting research of this international standardization organization in the IoT-based protocol, to the institutions and companies that belong to the standards bodies interests are different from each other, protocols have been developed also, different order, heterogeneous device interoperability has emerged is a problem that the lowering of. Therefore, in this paper, to investigate the structure of the MQTT and CoAP that are commonly used and trying to figure out the trend of low power consumption, a lightweight protocol that is suitable for IoT environment, process and standardization trends of evolution, features, analysis and on, to derive the advantages and disadvantages, and comparative analysis, it presented a development scheme for each protocol.

Status and Policy of Mobile App Authoring Tools for Interoperability and Compatibility (상호운용성과 호환성 확보를 위한 모바일 앱 저작도구 현황 및 지원정책)

  • Lee, Jemin Justin;Lee, Hye Sun;Park, Soo Kyung;Cho, Ji Yeon;Lee, Bong Gyou
    • Journal of Satellite, Information and Communications
    • /
    • v.9 no.4
    • /
    • pp.111-116
    • /
    • 2014
  • Thanks to diffusions of mobile devices and advances of network technologies, demands for mobile app have been increased dramatically. It has resulted in mobile app industries as well as mobile app authoring tools are facing a crisis over subordinate to specific OS and platform such as iOS, Android and Apple App Store. Because these particular OS and platforms are obstacles to overcome for supporting interoperability and compatibility. In this study, we have conducted expert interviews and surveys to analyze status of mobile app markets and needs for mobile app user and developer. As a result, mobile app based on HTML5 leads to interconnect various mobile devises without additional efforts. Thereby, mobile app user and developer take a positive view of HTML5. However, mobile app developers tend to have the technical path dependence, they especially in venture and small enterprises need to government support for professional manpower training.

Analyses of Security into End-to-End Point Healthcare System based on Internet of Things (사물인터넷 기반의 헬스케어 시스템의 종단간 보안성 분석)

  • Kim, Jung Tae
    • Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
    • /
    • v.7 no.6
    • /
    • pp.871-880
    • /
    • 2017
  • Recently, service based on internet is inter-connected and integrated with a variety of connection. This kind of internet of things consist of heterogenous devices such as sensor node, devices and end-to end equipment which used in conventional protocols and services. The representative system is healthcare system. From healthcare appliance used by IoT, patient and doctor can utilize healthcare information with safety and high speed management. It is very convenient management to operate mobility. But it induced security and vulnerability issues because it has small memory capacity, low power supply and low computing power. This made impossible to implement security algorithm with embedded engine based on hardware. Nowdays, we can't realize conventional standard algorithm due to these kinds of reasons. From the critical issues, it occurred security and vulnerability issues. Therefore, we analysed and compared with conventional method and proposed techniques. Finally, we evaluated security issues and requirement for end-to-end point healthcare system based on internet of things.

Experimental Evaluation and Flexible Performance Improvement of IoT Middleware for Efficient Connectivity (사물간의 효율적인 연결을 위한 사물인터넷 미들웨어 실험 평가 및 성능 향상 방법)

  • Jeon, Soo Bin;Lee, Chung San;Han, Young Tak;Jung, In Bum
    • KIPS Transactions on Computer and Communication Systems
    • /
    • v.6 no.9
    • /
    • pp.385-396
    • /
    • 2017
  • Many IoT platforms have been proposed for various IoT devices, from low-end to high-end performance. We previously proposed a new IoT platform called MinT that supports the operation of the sensing devices and network communication. In the proposed platform, the things can flexibly connect to each other and efficiently share their information. Most IoT platforms, including the MinT, support thread pooling to quickly process requests. However, using a thread pool with a fixed thread count can cause network delay and inefficient energy consumption. In this paper, we propose an enhanced method to manage the thread pool efficiently by adjusting the number of threads every cycle to regulate the device's performance. In particular, we aim to improve the performance of the Interaction Thread Pool Group, which is responsible for analyzing, processing, and re-transmitting the received packets. The experiment shows that the improved method increases the average throughput by approximately 25% compared to the existing platforms. Finally, using the proposed method, the MinT can reduce the transmission delay and energy consumption of devices in the IoT environment.