A framework for scalable cloud video recorder system in surveillance environment

被引:30
|
作者
Lin, Chia-Feng [1 ]
Yuan, Shyan-Ming [1 ]
Leu, Muh-Chyi [2 ]
Tsai, Ching-Tsorng [3 ]
机构
[1] Natl Chiao Tung Univ, Dept Comp Sci, Hsinchu, Taiwan
[2] ITRI, Hsinchu, Taiwan
[3] Tunghai Univ, Dept Comp Sci, Taichung, Taiwan
关键词
Survillence Cloud; video recorder; Streaming;
D O I
10.1109/UIC-ATC.2012.72
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In recent years, video surveillance industry has encountered huge evolution. First, the IP based video cameras are gradually replacing the market share of Closed-circuit television (CCTV). Second, hardware and software based network video record come to market to support more amounts of camera sources. However, pure NVR hardware or software which is installed on single physical machine may reach maximum storage or throughput limitation due to predefined resource limitation. In this paper, we proposed a prototype of cloud based video recorder system under Infrastructure as a Service (IaaS) abstraction layer in cloud computing domain. This system provides scalable video recording, backup and monitoring features. Furthermore, this system was implemented using Hadoop distributed file system to store video streaming. In this way, Map / Reduce mechanism could be used to support intelligent video analysis tasks. The paper shares a good experience while design unlimited resource video recording system.
引用
收藏
页码:655 / 660
页数:6
相关论文
共 50 条
  • [1] A security framework for cloud-based video surveillance system
    Mohammad A. Alsmirat
    Islam Obaidat
    Yaser Jararweh
    Mohammed Al-Saleh
    Multimedia Tools and Applications, 2017, 76 : 22787 - 22802
  • [2] A security framework for cloud-based video surveillance system
    Alsmirat, Mohammad A.
    Obaidat, Islam
    Jararweh, Yaser
    Al-Saleh, Mohammed
    MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 76 (21) : 22787 - 22802
  • [3] A scalable and flexible framework for smart video surveillance
    Nazare, Antonio C., Jr.
    Schwartz, William Robson
    COMPUTER VISION AND IMAGE UNDERSTANDING, 2016, 144 : 258 - 275
  • [4] City Eyes: An Unified Computational Framework for Intelligent Video Surveillance in Cloud Environment
    Chen, Yi-Ling
    Chen, Tse-Shih
    Yin, Liang-Chun
    Huang, Tsiao-Wen
    Wang, Shiou-Yaw
    Chieuh, Tzi-cker
    2014 IEEE INTERNATIONAL CONFERENCE (ITHINGS) - 2014 IEEE INTERNATIONAL CONFERENCE ON GREEN COMPUTING AND COMMUNICATIONS (GREENCOM) - 2014 IEEE INTERNATIONAL CONFERENCE ON CYBER-PHYSICAL-SOCIAL COMPUTING (CPS), 2014, : 324 - 327
  • [5] Scalable video transmission for a surveillance system
    Raty, Tomi
    Lehikoinen, Lassi
    Bremond, Francois
    PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: NEW GENERATIONS, 2008, : 1011 - +
  • [6] Challenging Issues of Video Surveillance System Using Internet of Things in Cloud Environment
    Yadav, Dileep Kumar
    Singh, Karan
    Kumari, Swati
    ADVANCES IN COMPUTING AND DATA SCIENCES, ICACDS 2016, 2017, 721 : 471 - 481
  • [7] DESIGNING THE ARCHITECTURE OF A SCALABLE VIDEO SURVEILLANCE SYSTEM
    Kristaly, Dominic Mircea
    Sisak, Francisc
    Grigorescu, Costin Marius
    Caraman, Mihai Claudiu
    ANNALS OF DAAAM FOR 2009 & PROCEEDINGS OF THE 20TH INTERNATIONAL DAAAM SYMPOSIUM, 2009, 20 : 1677 - 1678
  • [8] Framework for distributed video surveillance in heterogeneous environment
    Fu, Xiang
    Guo, Bao-long
    2008 FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, PROCEEDINGS, 2008, : 826 - 829
  • [9] A scalable and elastic cloud-assisted publish/subscribe model for IPTV video surveillance system
    Mohammad Mehedi Hassan
    M. Anwar Hossain
    Mohammad Abdullah-Al-Wadud
    Tsaheel Al-Mudaihesh
    Sultan Alyahya
    Abdullah Alghamdi
    Cluster Computing, 2015, 18 : 1539 - 1548
  • [10] A scalable and elastic cloud-assisted publish/subscribe model for IPTV video surveillance system
    Hassan, Mohammad Mehedi
    Hossain, M. Anwar
    Abdullah-Al-Wadud, Mohammad
    Al-Mudaihesh, Tsaheel
    Alyahya, Sultan
    Alghamdi, Abdullah
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2015, 18 (04): : 1539 - 1548