Efficient Multimedia Data Storage in Cloud Environment

被引:0
作者
Deshpande, Prachi [1 ]
Sharma, S. C. [1 ]
Peddoju, Sateesh K. [1 ]
Abraham, Ajith [2 ,3 ]
机构
[1] Indian Inst Technol, Roorkee 247667, Uttar Pradesh, India
[2] Machine Intelligence Res Labs MIR Labs, Auburn, WA USA
[3] VSB Tech Univ Ostrava, Ctr Excellence IT4Innovat, Ostrava, Czech Republic
来源
INFORMATICA-JOURNAL OF COMPUTING AND INFORMATICS | 2015年 / 39卷 / 04期
关键词
BMA; cloud; compression; data storage; multimedia; SOA; web;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
With the rapid adoption of social media, people are more habituated to utilize the images and video for expressing themselves. Future communication will replace the conventional means of social interaction with the video or images. This, in turn, requires huge data storage and processing power. This paper reports a compression/decompression module for image and video sequences for the cloud computing environment. The reported mechanism acts as a submodule of IaaS layer of the cloud. The compression of the images is achieved using redundancy removal using block matching algorithm. The proposed module had been evaluated with three different video compression algorithms and variable macroblock size. The experimentations has been carried out on a cloud host environment by using VMWarework station platform. Apart from being simple in execution, the proposed module does not incur an additional monetary burden, hardware or manpower to achieve the desired compression of the image data. Experimental analysis has shown a considerable reduction in data storage requirement as well as the processing time.
引用
收藏
页码:431 / 442
页数:12
相关论文
共 37 条
[1]  
Barjatya A, 2004, BLOCK MATCHING ALGOR, P1
[2]   Server Selection in Large-Scale Video-on-Demand Systems [J].
Carlsson, Niklas ;
Eager, Derek L. .
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2010, 6 (01)
[3]  
Chiang W., 2011, 2011 4 INT C BIOM EN, P1459, DOI DOI 10.1109/BMEI.2011.6098638
[4]  
Deshpande P., 2014, ADV INTELLIGENT SYST, V249, P635
[5]  
Deshpande P., 2013, P C ADV COMM CONTR S, P638
[6]  
Fortino G, 2008, LECT NOTES ELECTR EN, V9, P297
[7]  
Gadea C., 2011, P 20 INT C COMP COMM, P1
[8]   Multiple hypergraph ranking for video concept detection [J].
Han, Ya-hong ;
Shao, Jian ;
Wu, Fei ;
Wei, Bao-gang .
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE C-COMPUTERS & ELECTRONICS, 2010, 11 (07) :525-537
[9]   MediaCloud: A New Paradigm of Multimedia Computing [J].
Hui, Wen ;
Lin, Chuang ;
Yang, Yang .
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2012, 6 (04) :1153-1170
[10]  
Hussein S.E, 2013, INT J COMPUTER APPL, V80, P9, DOI [10.5120/13839-1268, DOI 10.5120/13839-1268]