Asymmetry Hurts: Private Information Retrieval Under Asymmetric Traffic Constraints

TL;DR

This paper investigates private information retrieval under asymmetric traffic constraints, deriving bounds on capacity and showing how asymmetry reduces efficiency compared to symmetric scenarios.

Contribution

It introduces a generalized upper bound and explicit achievability scheme for PIR with asymmetric traffic, extending prior symmetric results.

Findings

Upper bound on PIR capacity as a piece-wise affine function of traffic ratios

Achievability of all corner points for the capacity region

Exact capacity characterization for M=2 and M=3 messages

Abstract

We consider the classical setting of private information retrieval (PIR) of a single message (file) out of $M$ messages from $N$ distributed databases under the new constraint of \emph{asymmetric traffic} from databases. In this problem, the \emph{ratios between the traffic} from the databases are constrained, i.e., the ratio of the length of the answer string that the user (retriever) receives from the $n$th database to the total length of all answer strings from all databases is constrained to be $\tau_n$. This may happen if the user's access to the databases is restricted due database availability, channel quality to the databases, and other factors. For this problem, for fixed $M$, $N$, we develop a general upper bound $\bar{C}(\boldsymbol{\tau})$, which generalizes the converse proof of Sun-Jafar, where database symmetry was inherently used. Our converse bound is a piece-wise affine function in the traffic ratio vector $\boldsymbol{\tau}=(\tau_1, \cdots, \tau_N)$. For the lower bound, we explicitly show the achievability of $\binom{M+N-1}{M}$ corner points. For the remaining traffic ratio vectors, we perform time-sharing between these corner points. The recursive structure of our achievability scheme is captured via a system of difference equations. The upper and lower bounds exactly match for $M=2$ and $M=3$ for any $N$ and any $\boldsymbol{\tau}$. The results show strict loss of PIR capacity due to the asymmetric traffic constraints compared with the symmetric case of Sun-Jafar which implicitly uses $\tau_n=\frac{1}{N}$ for all $n$.