• Title/Summary/Keyword: Quantum Computing

Search Result 112, Processing Time 0.031 seconds

Technology Trends of Fault-tolerant Quantum Computing (결함허용 양자컴퓨팅 시스템 기술 연구개발 동향)

  • Hwang, Y.;Kim, T.W.;Baek, C.H.;Cho, S.U.;Kim, H.S.;Choi, B.S.
    • Electronics and Telecommunications Trends
    • /
    • v.37 no.2
    • /
    • pp.1-10
    • /
    • 2022
  • Similar to present computers, quantum computers comprise quantum bits (qubits) and an operating system. However, because the quantum states are fragile, we need to correct quantum errors using entangled physical qubits with quantum error correction (QEC) codes. The combination of entangled physical qubits with a QEC protocol and its computational model are called a logical qubit and fault-tolerant quantum computation, respectively. Thus, QEC is the heart of fault-tolerant quantum computing and overcomes the limitations of noisy intermediate-scale quantum computing. Therefore, in this study, we briefly survey the status of QEC codes and the physical implementation of logical qubit over various qubit technologies. In summary, we emphasize 1) the error threshold value of a quantum system depends on the configurations and 2) therefore, we cannot set only any specific theoretical and/or physical experiment suggestion.

3D Circuit Visualization for Large-Scale Quantum Computing (대규모 양자컴퓨팅 회로 3차원 시각화 기법)

  • Kim, Juhwan;Choi, Byungsoo;Jo, Dongsik
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.25 no.8
    • /
    • pp.1060-1066
    • /
    • 2021
  • Recently, researches for quantum computers have been carried out in various fields. Quantum computers performs calculations by utilizing various phenomena and characteristics of quantum mechanics such as quantum entanglement and quantum superposition, thus it is a very complex calculation process compared to classical computers used in the past. In order to simulate a quantum computer, many factors and parameters of a quantum computer need to be analyzed, for example, error verification, optimization, and reliability verification. Therefore, it is necessary to visualize circuits that can intuitively simulate the configuration of the quantum computer components. In this paper, we present a novel visualization method for designing complex quantum computer system, and attempt to create a 3D visualization toolkit to deploy large circuits, provide help a new way to design large-scale quantum computing systems that can be built into future computing systems.

Quantum Computing Performance Analysis of the Ground-State Estimation Problem (기저상태계산 문제에 대한 양자컴퓨팅의 성능 분석)

  • Choi, Byung-Soo
    • Korean Journal of Optics and Photonics
    • /
    • v.29 no.2
    • /
    • pp.58-63
    • /
    • 2018
  • As the quantum volume increases, we are about to use quantum computers for real applications. Therefore, it is necessary to investigate how much quantum-computational gain is achievable in the near future. In this work, we analyze a fault-tolerant quantum computing method for near-term applications such as the ground-state estimation problem. Based on quantitative analysis, we find that it is still necessary to improve the current fault-tolerant quantum computing. This work also discusses which parts should be improved to improve quantum computing performance.

Quantum Error Correction Code Scheme used for Homomorphic Encryption like Quantum Computation (동형암호적 양자계산이 가능한 양자오류정정부호 기법)

  • Sohn, Il Kwon;Lee, Jonghyun;Lee, Wonhyuk;Seok, Woojin;Heo, Jun
    • Convergence Security Journal
    • /
    • v.19 no.3
    • /
    • pp.61-70
    • /
    • 2019
  • Recently, developments on quantum computers and cloud computing have been actively conducted. Quantum computers have been known to show tremendous computing power and Cloud computing has high accessibility for information and low cost. For quantum computers, quantum error correcting codes are essential. Similarly, cloud computing requires homomorphic encryption to ensure security. These two techniques, which are used for different purposes, are based on similar assumptions. Then, there have been studies to construct quantum homomorphic encryption based on quantum error correction code. Therefore, in this paper, we propose a scheme which can process the homomorphic encryption like quantum computation by modifying the QECCs. Conventional quantum homomorphic encryption schemes based on quantum error correcting codes does not have error correction capability. However, using the proposed scheme, it is possible to process the homomorphic encryption like quantum computation and correct the errors during computation and storage of quantum information unlike the homogeneous encryption scheme with quantum error correction code.

Research Trends in Quantum Machine Learning (양자컴퓨팅 & 양자머신러닝 연구의 현재와 미래)

  • J.H. Bang
    • Electronics and Telecommunications Trends
    • /
    • v.38 no.5
    • /
    • pp.51-60
    • /
    • 2023
  • Quantum machine learning (QML) is an area of quantum computing that leverages its principles to develop machine learning algorithms and techniques. QML is aimed at combining traditional machine learning with the capabilities of quantum computing to devise approaches for problem solving and (big) data processing. Nevertheless, QML is in its early stage of the research and development. Thus, more theoretical studies are needed to understand whether a significant quantum speedup can be achieved compared with classical machine learning. If this is the case, the underlying physical principles may be explained. First, fundamental concepts and elements of QML should be established. We describe the inception and development of QML, highlighting essential quantum computing algorithms that are integral to QML. The advent of the noisy intermediate-scale quantum era and Google's demonstration of quantum supremacy are then addressed. Finally, we briefly discuss research prospects for QML.

The Future of Quantum Information: Challenges and Vision

  • Kim, Dohyun;Kang, Jungho;Kim, Tae Woo;Pan, Yi;Park, Jong Hyuk
    • Journal of Information Processing Systems
    • /
    • v.17 no.1
    • /
    • pp.151-162
    • /
    • 2021
  • Quantum information has passed the theoretical research period and has entered the realization step for its application to the information and communications technology (ICT) sector. Currently, quantum information has the advantage of being safer and faster than conventional digital computers. Thus, a lot of research is being done. The amount of big data that one needs to deal with is expected to grow exponentially. It is also a new business model that can change the landscape of the existing computing. Just as the IT sector has faced many challenges in the past, we need to be prepared for change brought about by Quantum. We would like to look at studies on quantum communication, quantum sensing, and quantum computing based on quantum information and see the technology levels of each country and company. Based on this, we present the vision and challenge for quantum information in the future. Our work is significant since the time for first-time study challengers is reduced by discussing the fundamentals of quantum information and summarizing the current situation.

Secure NTRU-based Authentication and Key Distribution Protocol in Quantum Computing Environments (양자 컴퓨팅 환경에 안전한 NTRU 기반 인증 및 키 분배 프로토콜)

  • Jeong, SeongHa;Lee, KyungKeun;Park, YoungHo
    • Journal of Korea Multimedia Society
    • /
    • v.20 no.8
    • /
    • pp.1321-1329
    • /
    • 2017
  • A quantum computer, based on quantum mechanics, is a paradigm of information processing that can show remarkable possibilities of exponentially improved information processing. This paradigm can be solved in a short time by calculating factoring problem and discrete logarithm problem that are typically used in public key cryptosystems such as RSA(Rivest-Shamir-Adleman) and ECC(Elliptic Curve Cryptography). In 2013, Lei et al. proposed a secure NTRU-based key distribution protocol for quantum computing. However, Lei et al. protocol was vulnerable to man-in-the-middle attacks. In this paper, we propose a NTRU(N-the truncated polynomial ring) key distribution protocol with mutual authentication only using NTRU convolution multiplication operation in order to maintain the security for quantum computing. The proposed protocol is resistant to quantum computing attacks. It is also provided a secure key distribution from various attacks such as man-in-the middle attack and replay attack.

Quantum Packet for the Next Generation Network/ISDN3

  • Lam, Ray Y. W.;Chan, Henry C. B.;Chen, Hui;Dillon, Tharam S.;Li, Victor O. K.;Leung, Victor C. M.
    • Journal of Communications and Networks
    • /
    • v.10 no.3
    • /
    • pp.316-330
    • /
    • 2008
  • This paper proposes a novel method for transporting various types of user traffic effectively over the next generation network called integrated services digital network 3 (ISDN3) (or quantum network) using quantum packets. Basically, a quantum packet comprises one or more 53-byte quanta as generated by a "quantumization" process. While connection-oriented traffic is supported by fixed-size quantum packets each with one quantum to emulate circuit switching, connectionless traffic (e.g., IP packets and active packets) is carried by variable-size quantum packets with multiple quanta to support store-and-forward switching/routing. Our aim is to provide frame-like or datagram-like services while enabling cell-based multiplexing. The quantum packet method also establishes a flexible and extensible framework that caters for future packetization needs while maintaining backward compatibility with ATM. In this paper, we discuss the design of the quantum packet method, including its format, the "quantumization" process, and support for different types of user traffic. We also present an analytical model to evaluate the consumption of network resources (or network costs) when quantum packets are employed to transfer loss-sensitive data using three different approaches: cut-through, store-and-forward and ideal. Close form mathematical expressions are obtained for some situations. In particular, in terms of network cost, we discover two interesting equivalence phenomena for the cut-through and store-and-forward approaches under certain conditions and assumptions. Furthermore, analytical and simulation results are presented to study the system behavior. Our analysis provides valuable insights into the. design of the ISDN3/quantum network.

Technical Trend and Challenging Issues for Quantum Computing Control System (양자컴퓨터 제어 기술)

  • Jeong, Y.H.;Choi, B.S.
    • Electronics and Telecommunications Trends
    • /
    • v.36 no.3
    • /
    • pp.87-96
    • /
    • 2021
  • Quantum computers will be a game-changer in various fields, such as cryptography and new materials. Quantum computer is quite different from the classical computer by using quantum-mechanical phenomena, such as superposition, entanglement, and interference. The main components of a quantum computer can be divided into quantum-algorithm, quantum-classical control interface, and quantum processor. Universal quantum computing, which can be applied in various industries, is expected to have more than millions of qubits with high enough gate accuracy. Currently, It uses general-purpose electronic equipment, which is placed in a rack, at room temperature to make electronic signals that control qubits. However, implementing a universal quantum computer with a low error rate requires a lot of qubits demands the change of the current control system to be an integrated and miniaturized system that can be operated at low temperatures. In this study, we explore the fundamental units of the control system, describe the problems and alternatives of the current control system, and discuss a future quantum control system.