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IEEE Symposium on Computer Arithmetic (ARITH)

Keynote

Published Jun 1, 2021• 0 citations
Publisher

Abstract

Summary form only given, as follows. The complete presentation was not made available for publication as part of the conference proceedings. The potential of quantum computing to deliver compelling performance to a wide range of demanding applications is generating tremendous excitement. This talk will review the promise and the challenges to achieving large-scale quantum computers capable of real-world applications. Intel's research to address the challenges spans the entire quantum computer system, from qubit devices to the hardware and software required to control these devices and the quantum algorithms that will harness the power of quantum technologies.

DOI
10.1109/arith51176.2021.00011

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Summary form only given, as follows. The complete presentation was not made available for publication as part of the conference proceedings. The potential of quantum computing to deliver compelling performance to a wide range of demanding applications is generating tremendous excitement. This talk will review the promise and the challenges to achieving large-scale quantum computers capable of real-world applications. Intel's research to address the challenges spans the entire quantum computer system, from qubit devices to the hardware and software required to control these devices and the quantum algorithms that will harness the power of quantum technologies.
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Quantum computing has surfaced as a revolutionary idea with the potential to transform industries ranging from cryptography to drug discovery. However, alongside its promise, quantum computing faces formidable challenges, particularly in the realm of hardware development and scalability. One of the central challenges lies in the creation and scaling of dependable hardware infrastructure. At present, quantum computers can only manipulate a limited number of qubits for brief periods before succumbing to noise-induced disruptions. This constraint severely curtails their ability to execute complex computations and address real-world problems with efficiency. Furthermore, the relentless march towards miniaturization presents a significant hurdle. As transistors shrink in size, quantum effects increasingly interfere with their behavior, posing a barrier to further hardware miniaturization and scalability. Moreover, the quest to increase qubit counts stands as a pivotal milestone in advancing quantum computing capabilities. However, achieving higher qubit counts is fraught with challenges. These include the maintenance of qubit coherence and stability, the mitigation of unwanted inter-qubit interactions, and overcoming logistical hurdles in fabrication and control systems. Each of these challenges presents a significant roadblock on the path to realizing the full potential of quantum computing. Despite these formidable obstacles, researchers and scientists are actively engaged in the pursuit of solutions. Through innovative approaches and rigorous experimentation, they are striving to overcome the barriers impeding hardware development and scalability. By addressing these challenges, quantum computing stands poised to unlock unprecedented computational power and drive breakthroughs in fields ranging from optimization and machine learning to materials science and beyond. Thus, while the road ahead may be fraught with challenges, the transformative potential of quantum computing compels us to persevere in our quest to harness the power of the quantum realm.
Quantum Computing, which is considered as the combination of both quantum physics and computer science, is exciting a global wave of research and technology that is positioned to radically overhaul in addressing computational problems. However, quantum computers obtain their exponential computational power using yet other distinct quantum phenomena, including superposition, entanglement, and quantum tunneling, precisely in situations involving cryptography, optimization and quantum simulation. Yet, since fulfilling these challenges involves robust error correction, scalable qubit architectures and efficient quantum algorithms, practical quantum computing has tremendous promise and is quite challenging to achieve. This paper presents an overview of the basics of quantum computing tracing its origins in theory, the transition to modern hardware and software, the current state of quantum computing including challenges and issues, and an exploration of future of quantum computing
Quantum computing stands at the precipice of technological revolution, promising unprecedented computational capabilities to tackle some of humanity’s most complex problems. The field is highly collaborative and recent developments such as superconducting qubits with increased scaling, reduced error rates, and improved cryogenic infrastructure, trapped-ion qubits with high-fidelity gates and reduced control hardware complexity, and photonic qubits with exploring room-temperature quantum computing are some of the key developments pushing the field closer to demonstrating real-world applications. However, the path to realizing this promise is fraught with significant obstacles across several key platforms, including sensitivity to errors, decoherence, scalability, and the need for new materials and technologies. Through an exploration of various quantum systems, this paper highlights both the potential and the challenges of quantum computing and discusses the essential role of middleware, quantum hardware development, and the strategic investments required to propel the field forward. With a focus on overcoming technical hurdles through innovation and interdisciplinary research, this review underscores the transformative impact quantum computing could have across diverse sectors.
Quantum computing represents a revolutionary paradigm shift in data processing, promising to revolutionize industries, solve complex computational problems, and propel scientific discovery to unprecedented heights. This research paper provides a comprehensive overview of the current state of quantum computing technology, its basic principles, and applications. The article begins by explaining the basic principles of quantum mechanics, introducing key concepts such as superposition and entrainment that underlie the enormous computing power of quantum computers. The discussion of quantum bits, or qubits, highlights the unique properties of quantum computers that allow them to perform tasks much faster than classical computers. Research papers cover various quantum computer architectures, gate-based quantum computers, adiabatic quantum computers, and quantum annealing devices. Explores challenges and advances in hardware with attention to quantum error correction and quantum breakthroughs. In addition, this paper explores various quantum algorithms and their applications in domains such as cryptography, optimization, material science, and drug discovery. It reviews progress in algorithm development and emphasizes the practical implications of quantum computing for solving real-world problems. Additionally, the research document examines the current state of the Quantum Computing industry and highlights the key players and their contributions to the field. It also touches on the economic and ethical implications of quantum computers, considering security issues and implications for existing computing paradigms. In summary, this comprehensive review reveals the transformative potential of quantum computers and offers valuable insights into current opportunities, challenges, and future prospects. As quantum computing advances, this paper serves as a valuable resource for researchers, policymakers, and industry leaders who want to understand and harness the power of quantum computing.