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An Inter-data Encoding Technique that Exploits Synchronized Data for Network Applications

Title
An Inter-data Encoding Technique that Exploits Synchronized Data for Network Applications
Author
이주현
Keywords
Source coding; Data compression; Encoding; Data synchronization; Shared data; Reference selection
Issue Date
2019-09
Publisher
IEEE
Citation
IEEE TRANSACTIONS ON MOBILE COMPUTING, Page. 1-1
Abstract
In a variety of network applications, there exists significant amount of shared data between two end hosts. Examples include data synchronization services that replicate data from one node to another. Given that shared data may have high correlation with new data to transmit, we question how such shared data can be best utilized to improve the efficiency of data transmission. To answer this, we develop an inter-data encoding technique, SyncCoding, that effectively replaces bit sequences of the data to be transmitted with the pointers to their matching bit sequences in the shared data so called references. By doing so, SyncCoding can reduce data traffic, speed up data transmission, and save energy consumption for transmission. Our evaluations of SyncCoding implemented in Linux show that it outperforms existing popular encoding techniques, Brotli, LZMA, Deflate, and Deduplication. The gains of SyncCoding over those techniques in the perspective of data size after compression in a cloud storage scenario are about 12.5%, 20.8%, 30.1%, and 66.1%, and are about 78.4%, 80.3%, 84.3%, and 94.3% in a web browsing scenario, respectively.
URI
https://ieeexplore.ieee.org/abstract/document/8827967http://repository.hanyang.ac.kr/handle/20.500.11754/120877
ISSN
1536-1233; 1558-0660
DOI
10.1109/TMC.2019.2940578
Appears in Collections:
COLLEGE OF ENGINEERING SCIENCES[E](공학대학) > ELECTRICAL ENGINEERING(전자공학부) > Articles
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