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IEEE International Symposium on High Assurance Systems Engineering (HASE)

Advances in Quantum Computing Fault Tolerance and Testing

David Y. Feinstein, Vivek Nair, Mitchell Aaron Thornton

Published Nov 1, 2007• 4 citations
Publisher

Abstract

We study developments in quantum computing (QC) testing and fault tolerance (FT) techniques and discuss several attempts to formalize quantum logic fault models. We illustrate the inherent need for fault tolerance in QC due to the decoherence problem. Further, we examine several ideas regarding random testing and examine the viability of built-in-system-test (BIST) in future QC circuits.

DOI
10.1109/hase.2007.53

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We study developments in quantum computing (QC) testing and fault tolerance (FT) techniques and discuss several attempts to formalize quantum logic fault models. We illustrate the inherent need for fault tolerance in QC due to the decoherence problem. Further, we examine several ideas regarding random testing and examine the viability of built-in-system-test (BIST) in future QC circuits.
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Quantum decoherence is a fundamental challenge in the development and operation of quantum computing systems. This paper provides a comprehensive analysis of quantum decoherence, examining its origins, mechanisms, and impact on quantum information processing. We explore the interplay between decoherence and quantum error correction, highlighting the importance of maintaining coherence for reliable quantum computation. Through theoretical models and experimental studies, we investigate various sources of decoherence, including environmental interactions, thermal fluctuations, and operational imperfections. Additionally, we discuss advanced techniques for mitigating decoherence, such as dynamical decoupling, error-correcting codes, and fault-tolerant quantum computing architectures. Our findings underscore the critical role of understanding and managing quantum decoherence in achieving scalable and practical quantum computing systems. This work aims to provide a foundation for future research and development in enhancing the robustness and performance of quantum computers.
Quantum computing promises to solve some problems that are intractable by classical computers. Several quantum processors based on different technologies and consisting of a few tens of noisy qubits have already been developed. However, qubits are fragile as they tend to decohere extremely quickly and quantum operations are faulty, making reliable computation very difficult. Moreover, quantum processors have hardware constraints such as limited qubit connectivity and shared classical control, making quantum algorithms not directly executable. This thesis focuses on some of the challenges of the implementation of quantum algorithms on near-termintermediate-scale and future large-scale quantum processors. More precisely, it investigates how to perform reliable quantum computation using fault-tolerant protocols and how to execute quantum algorithms on hardware-constrained processors using circuit-mapping techniques.
Accurate control and addressability of quantum devices will come with the promise of improvement in a wide variety of theoretical and applied fields, such as chemistry, condensed matter physics, theoretical computer science, foundational physics, communications, metrology and others. Decoherence of quantum states and the loss of quantum systems have adverse effects and deter a satisfactory usage of quantum devices. This is the main problem to be overcome, which is the goal of quantum fault tolerance. In this thesis we present a series of works that contribute to some of the fields mentioned above, in the direction of fighting decoherence and loss. These works fall in two categories: on one hand, we looked at computer architectures which can be used to combat errors, using techniques of quantum error correcting codes. In a first project we found decoherence and loss probability thresholds below which quantum computing is provably possible. We assumed a very particular error model tailored specially to quantum dots as single photon sources and linear optics. Subsequently we looked at the problem of loss, both of heralded and unheralded, and devised some ways to fight it. The framework under which this work was done was used to develop theory which is currently being tested in a quantum optics experimental group and will be reported in an article later this year. On the other hand, we studied how the error probability can be reduced at the physical level, thanks exclusively to the properties of the system in which information is stored, as opposed to making use of quantum codes. We looked at a particular superconducting circuit, which is potentially very well protected against some types of decoherence. In particular, we observed that the interaction with the environment become weaker for certain values of the circuit external parameters.