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Title: Efficient multimedia data storage in cloud environment
Authors: Deshpande P.
Sharma S.C.
Peddoju S.K.
Abraham A.
Published in: Informatica (Slovenia)
Abstract: 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.
Citation: Informatica (Slovenia) (2015), 39(4): 431-442
Issue Date: 2015
Publisher: Slovene Society Informatika
Keywords: BMA
Data storage
ISSN: 3505596
Author Scopus IDs: 55948476400
Author Affiliations: Deshpande, P., Indian Institute of Technology, Roorkee, 247667, India
Sharma, S.C., Indian Institute of Technology, Roorkee, 247667, India
Peddoju, S.K., Indian Institute of Technology, Roorkee, 247667, India
Abraham, A., Machine Intelligence Research Labs (MIR Labs), WA, United States, IT4Innovations-Center of Excellence, VSB-Technical University of Ostrava, Czech Republic
Appears in Collections:Journal Publications [CS]

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