학술논문

A Profiling Guided Optimization Scheme for Accelerating Quantum Simulations
Document Type
Conference
Source
2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) Consumer Electronics - Taiwan (ICCE-Taiwan), 2023 International Conference on. :497-498 Jul, 2023
Subject
Aerospace
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineered Materials, Dielectrics and Plasmas
Engineering Profession
Fields, Waves and Electromagnetics
General Topics for Engineers
Geoscience
Nuclear Engineering
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Codes
Data models
Integrated circuit modeling
Quantum circuit
Optimization
Consumer electronics
Quantum simulation
Language
ISSN
2575-8284
Abstract
We propose the concept of a profiling guided optimization scheme to boost the performance of quantum simulations. The key idea of the proposed scheme is that a quantum simulator is used to collect the quantum-wise information during the simulations, and the collected profiling data are fed to a quantum compiler to guide the generation of a more efficient quantum code version achieving higher simulation speed. Our result shows our proposed scheme achieves a speed-up by a factor of 1.36 when simulating a 28-bit quantum circuit.