n-Qubit Operations on Sphere and Queueing Scaling Limits for Programmable Quantum Computer

09/29/2021
by   Wanyang Dai, et al.
0

We study n-qubit operation rules on (n+1)-sphere with the target to help developing a (photon or other technique) based programmable quantum computer. In the meanwhile, we derive the scaling limits (called reflecting Gaussian random fields on a (n+1)-sphere) for n-qubit quantum computer based queueing systems under two different heavy traffic regimes. The queueing systems are with multiple classes of users and batch quantum random walks over the (n+1)-sphere as arrival inputs. In the first regime, the qubit number n is fixed and the scaling is in terms of both time and space. Under this regime, performance modeling during deriving the scaling limit in terms of balancing the arrival and service rates under first-in first-out and work conserving service policy is conducted. In the second regime, besides the time and space scaling parameters, the qubit number n itself is also considered as a varying scaling parameter with the additional aim to find a suitable number of qubits for the design of a quantum computer. This regime is in contrast to the well-known Halfin-Whitt regime.

READ FULL TEXT

page 2

page 3

page 8

research
12/17/2020

On the experimental feasibility of quantum state reconstruction via machine learning

We determine the resource scaling of machine learning-based quantum stat...
research
10/24/2022

Ising Models on Dense Regular Graphs

In this paper, we derive the limit of experiments for one parameter Isin...
research
09/30/2021

Improved quantum lower and upper bounds for matrix scaling

Matrix scaling is a simple to state, yet widely applicable linear-algebr...
research
12/15/2022

Asymptotic Analysis of Deep Residual Networks

We investigate the asymptotic properties of deep Residual networks (ResN...
research
03/31/2020

Static vs accumulating priorities in healthcare queues under heavy loads

Amid unprecedented times caused by COVID-19, healthcare systems all over...
research
05/15/2023

Scaling Limits of Quantum Repeater Networks

Quantum networks (QNs) are a promising platform for secure communication...
research
06/11/2019

Stability and Metastability of Traffic Dynamics in Uplink Random Access Networks

We characterize the stability, metastability, and the stationary regime ...

Please sign up or login with your details

Forgot password? Click here to reset