作者机构:
[Chen, Dan; Wang, Lizhe] China Univ Geosci, Sch Comp, Wuhan 430074, Peoples R China.;[Wang, Lizhe] Chinese Acad Sci, Ctr Earth Observat & Digital Earth, Beijing 100864, Peoples R China.;[Streit, Achim; Tao, Jie; Marten, Holger] Karlsruhe Inst Technol, Steinbuch Ctr Comp, D-76021 Karlsruhe, Germany.;[Ranjan, Rajiv] CSIRO, ICT Ctr, Informat Engn Lab, Canberra, ACT, Australia.;[Chen, Jingying] Cent China Normal Univ, Natl Engn Ctr E Learning, Beijing, Peoples R China.
通讯机构:
[Wang, Lizhe] C;Chinese Acad Sci, Ctr Earth Observat & Digital Earth, Beijing 100864, Peoples R China.
关键词:
Cloud computing;Data-intensive computing;Hadoop;MapReduce;Massive data processing
摘要:
Recently, the computational requirements for large-scale data-intensive analysis of scientific data have grown significantly. In High Energy Physics (HEP) for example, the Large Hadron Collider (LHC) produced 13 petabytes of data in 2010. This huge amount of data is processed on more than 140 computing centers distributed across 34 countries. The MapReduce paradigm has emerged as a highly successful programming model for large-scale data-intensive computing applications. However, current MapReduce implementations are developed to operate on single cluster environments and cannot be leveraged for large-scale distributed data processing across multiple clusters. On the other hand, workflow systems are used for distributed data processing across data centers. It has been reported that the workflow paradigm has some limitations for distributed data processing, such as reliability and efficiency. In this paper, we present the design and implementation of G-Hadoop, a MapReduce framework that aims to enable large-scale distributed computing across multiple clusters.
期刊:
Proceedings - 2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2011,2011年2:332-335
通讯作者:
Xu, J.(x2u2@sohu.com)
作者机构:
[Xu Juhong; Cheng Zhili] School of Artand Design, Wuhan Institute of Technology, Wuhan, China;[Chen Di] Department of Information Technology, Central China Normal University, Wuhan, China
会议名称:
2011 6th Joint International Information Technology and Artificial Intelligence Conference(2011年第六届IEEE联合国际信息技术与人工智能会议 IEEE ITAIC 2011)
会议时间:
2011-08-20
会议地点:
重庆
会议论文集名称:
2011 6th Joint International Information Technology and Artificial Intelligence Conference(2011年第六届IEEE联合国际信息技术与人工智能会议 IEEE ITAIC 2011)论文集
关键词:
instruction process resources;mixting;classroom teaching;network learning
摘要:
The information technology based on computers is developing rapidly, which provides basis and possibilities for digital learning. So it is very meaningful to develop a digital learning environment to support present learning with the help of network technology, virtual reality technology and multimedia technology. In the basis of analyzing the users of instruction system, this paper has discussed detaily the design of the open digital-classroom system and its workflow. And the goal is that these studies are helpful to build a new completed digital environment for E-Education.
期刊:
2008 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING, VOLS 1 AND 2,2008年:121-124
通讯作者:
Zhao Gang
作者机构:
[Zhao Gang; Chen Di] Huazhong Normal Univ, Engn Res Ctr Educ Informat Technol, Wuhan, Peoples R China.;[Zhao Gang] Huazhong Normal Univ, Dept Informat Technol, Wuhan, Peoples R China.;[Xu Juhong] Wuhan Inst Technol, Art Design, Wuhan, Peoples R China.
通讯机构:
[Zhao Gang] H;Huazhong Normal Univ, Dept Informat Technol, Wuhan, Peoples R China.
关键词:
virtual smart classroom;distance education;design plan
摘要:
With the development of the network and computer technology, the educational technology based on computer network is becoming popular worldwide. However, nowadayspsila distance education merely stays on the stage of Web-based courseware and one-way teaching, and it can not effectively support real-time classroom teacher-student interaction. This paper proposes a new interactive distance teaching and demonstration mode, which can allow the interaction between the teacher and the virtual scene as well as between the teacher and the student. We emphasize the design of the smart classroom that based on blending reality. In this paper, It shows the train of thoughts that how to integrate the virtual reality technology into distance teaching to help teachers show their teaching materials. We also present the method of that teachers interact on the object in the virtual reality.
期刊:
KAM: 2008 INTERNATIONAL SYMPOSIUM ON KNOWLEDGE ACQUISITION AND MODELING, PROCEEDINGS,2008年:516-519
通讯作者:
Zhao Gang
作者机构:
[Zhao Gang; Chen Di] Huazhong Normal Univ, Dept Informat Technol, Wuhan 430079, Hubei, Peoples R China.;[Zhao Gang; Chen Di] Huazhong Normal Univ, Engn Res Ctr Educ Informat Technol, Wuhan 430079, Hunan, Peoples R China.;[Xu Juhong] Sch Art Design, Wuhan Inst Technol, Wuhan 430074, Peoples R China.
通讯机构:
[Zhao Gang] H;Huazhong Normal Univ, Dept Informat Technol, Wuhan 430079, Hubei, Peoples R China.
会议名称:
2008 International Symposium on Knowledge Acquisition and Modeling
会议时间:
December 2008
会议地点:
Wuhan, China
会议论文集名称:
2008 International Symposium on Knowledge Acquisition and Modeling
关键词:
blending reality;smart classroom
摘要:
E-learning is the hottest point in the education. But the present status of its technology support is unoptimistic .In this paper it discussed a new system that used in the network distance teaching. First, the motivation of the blending-reality smart classroom is overviewed. Then it describes the system’s functions and frame as well as its work flow. At last the paper elaborates with emphasis the key technologies that involved in the system development.