Capacity-achieving private information retrieval scheme with a smaller sub-packetization
Author(s) -
Wenqin Zhang,
Zhengchun Zhou,
Udaya Parampalli,
Vladimir Sidorenko
Publication year - 2020
Publication title -
advances in mathematics of communications
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.601
H-Index - 26
eISSN - 1930-5346
pISSN - 1930-5338
DOI - 10.3934/amc.2020070
Subject(s) - mathematics , server , combinatorics , discrete mathematics , algebra over a field , computer science , pure mathematics , world wide web
Private information retrieval (PIR) allows a user to retrieve one out of \begin{document}$ M $\end{document} messages from \begin{document}$ N $\end{document} servers without revealing the identity of the desired message. Every message consists of \begin{document}$ L $\end{document} symbols (packets) from an additive group and the length \begin{document}$ L $\end{document} is called the sub-packetization. A PIR scheme with download cost (DC) \begin{document}$ D/L $\end{document} is implemented by querying \begin{document}$ D $\end{document} sums of the symbols to servers. We assume that each uncoded server can store up to \begin{document}$ tLM/N $\end{document} symbols, \begin{document}$ t\in\{1,2,\cdots,N\} $\end{document} . The minimum DC of storage constrained PIR was determined by Attia et al. in 2018 to be \begin{document}$ DC_{min} = 1+1/t+1/t^{2}+\cdots+1/t^{M-1} $\end{document} . The capacity of storage constrained PIR (equivalently, the reciprocal of minimum download cost) is the maximum number of bits of desired symbols that can be privately retrieved per bit of downloaded symbols. Tandon et al. designed a capacity-achieving PIR scheme with sub-packetization \begin{document}$ Lu0027 = {N\choose t}t^{M} $\end{document} of each message. In this paper, we design a PIR scheme with \begin{document}$ t $\end{document} times smaller sub-packetization \begin{document}$ Lu0027/t $\end{document} and with the minimum DC for any parameters \begin{document}$ N, M, t $\end{document} . We also prove that \begin{document}$ t^{M-1} $\end{document} is a factor of sub-packetization \begin{document}$ L $\end{document} for any capacity-achieving PIR scheme from storage constrained servers.
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