DocumentCode
3511981
Title
Malleable coding with fixed segment reuse
Author
Kusuma, Julius ; Varshney, Lav R. ; Goyal, Vivek K.
Author_Institution
Res. Lab. of Electron., Massachusetts Inst. of Technol., Cambridge, MA, USA
fYear
2011
fDate
July 31 2011-Aug. 5 2011
Firstpage
568
Lastpage
572
Abstract
In cloud computing, storage area networks, and remote backup storage, stored data is modified with updates from new versions. It is desirable for the data to not only be compressed but to also be easily modified during updates, since representing information and modifying the representation are both expensive. A malleable coding scheme considers both compression efficiency and ease of alteration, promoting codeword reuse. We examine the trade-off between compression efficiency and malleability cost-the difficulty of synchronizing compressed versions-measured as the length of a reused prefix portion. Through a coding theorem, the region of achievable rates and malleability is expressed as a single-letter optimization. Relationships to common information problems are also described.
Keywords
data compression; encoding; optimisation; cloud computing; coding theorem; fixed segment reuse; malleable coding scheme; remote backup storage; single-letter optimization; storage area networks; Channel coding; Decoding; Entropy; Markov processes; Random variables; Source coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on
Conference_Location
St. Petersburg
ISSN
2157-8095
Print_ISBN
978-1-4577-0596-0
Electronic_ISBN
2157-8095
Type
conf
DOI
10.1109/ISIT.2011.6034192
Filename
6034192
Link To Document