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Transforming Data Management: The Quantum Computing Paradigm Shift

Author(s) Sethu Sesha Synam Neeli
Country United States
Abstract Quantum computing, a convergence of computer science, physics, and mathematics, leverages quantum mechanical phenomena—superposition and entanglement—to solve computationally intractable problems exceeding the capabilities of classical computing architectures. This interdisciplinary field encompasses both the development of quantum hardware (e.g., superconducting qubits, trapped ions) and the design of quantum algorithms and software for executing computations on these novel architectures. Quantum computers exploit quantum interference and superposition to explore multiple computational pathways concurrently, offering exponential speedups for specific problem classes.
Promising applications include machine learning (e.g., quantum machine learning algorithms for pattern recognition and classification), optimization problems (e.g., quantum annealing for combinatorial optimization), and the simulation of complex physical systems (e.g., quantum simulation of molecular interactions). Future applications may revolutionize fields such as financial modeling (e.g., portfolio optimization) and drug discovery (e.g., simulation of molecular interactions for drug design). This paper investigates the potential transformative impact of quantum computing on database systems, focusing on its implications for query processing speed, enhanced data security through quantum cryptography, and the solution of complex database-related problems currently beyond the reach of classical computing.
Keywords bits, qubits, 0.1, Algorithms, ml, Optimization, speed, security, audit, capacity.
Field Engineering
Published In Volume 2, Issue 8, August 2021
Published On 2021-08-04
Cite This Transforming Data Management: The Quantum Computing Paradigm Shift - Sethu Sesha Synam Neeli - IJLRP Volume 2, Issue 8, August 2021. DOI 10.5281/zenodo.14672916
DOI https://doi.org/10.5281/zenodo.14672916
Short DOI https://doi.org/g8z63q
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