A Novel Approach to Grover's Quantum Algorithm Simulation: Cloud-Based Parallel Computing Enhancements

A truly universal quantum computer is still on the small scale at the present. There has been no transition from the laboratory use of quantum computers to more widespread use of the technology. As a result, quantum simulation has emerged as the accepted norm for supporting the validation of quantum...

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Published in:2023 4th International Conference on Smart Electronics and Communication (ICOSEC) pp. 1740 - 1745
Main Authors: Gejea, Adugna Mekonnen, Mayakannan, S., Palacios, Rosana Marianela, Hamad, Abdulsattar Abdullah, Sundaram, Barani, Alghamdi, Wajdi
Format: Conference Proceeding
Language:English
Published: IEEE 20.09.2023
Subjects:
Cloud computing
Grover's algorithm
Heuristic algorithms
High performance computing (HPC)
Load management
Memory management
Parallel processing
Parallelization
Quantum algorithm
Quantum computation
Quantum simulation
Search methods
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Abstract A truly universal quantum computer is still on the small scale at the present. There has been no transition from the laboratory use of quantum computers to more widespread use of the technology. As a result, quantum simulation has emerged as the accepted norm for supporting the validation of quantum algorithms. Many conventional algorithms benefit from grover's quantum search method because it accelerates their usage of search heuristics. For better multi-core load balancing, memory utilization, and simulation efficiency, this research presented a high-performance grover method simulation that combines the benefits of grover's technique with the parallel of cloud computing. This study also suggests and experimentally compares five distinct cloud-based computing architectures that are well-suited to quantum simulation. Through research and testing, this study also verifies the optimization's efficiency. Depending on the size of the current configuration, the experimental results reveal that the simulation can reach 31 bits.
AbstractList A truly universal quantum computer is still on the small scale at the present. There has been no transition from the laboratory use of quantum computers to more widespread use of the technology. As a result, quantum simulation has emerged as the accepted norm for supporting the validation of quantum algorithms. Many conventional algorithms benefit from grover's quantum search method because it accelerates their usage of search heuristics. For better multi-core load balancing, memory utilization, and simulation efficiency, this research presented a high-performance grover method simulation that combines the benefits of grover's technique with the parallel of cloud computing. This study also suggests and experimentally compares five distinct cloud-based computing architectures that are well-suited to quantum simulation. Through research and testing, this study also verifies the optimization's efficiency. Depending on the size of the current configuration, the experimental results reveal that the simulation can reach 31 bits.
Author Gejea, Adugna Mekonnen
Hamad, Abdulsattar Abdullah
Sundaram, Barani
Palacios, Rosana Marianela
Alghamdi, Wajdi
Mayakannan, S.
Author_xml – sequence: 1
  givenname: Adugna Mekonnen
  surname: Gejea
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  surname: Mayakannan
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  givenname: Rosana Marianela
  surname: Palacios
  fullname: Palacios, Rosana Marianela
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  givenname: Abdulsattar Abdullah
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  givenname: Barani
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  organization: Bule Hora University,Department of Computer Science,Ethiopia
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  givenname: Wajdi
  surname: Alghamdi
  fullname: Alghamdi, Wajdi
  email: wmalghamdi@kau.edu.sa
  organization: King Abdulaziz University,Faculty of Computing and Information Technology,Department of Information Technology,Jeddah,Saudi Arabia,21589
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Snippet A truly universal quantum computer is still on the small scale at the present. There has been no transition from the laboratory use of quantum computers to...
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StartPage 1740
SubjectTerms Cloud computing
Grover's algorithm
Heuristic algorithms
High performance computing (HPC)
Load management
Memory management
Parallel processing
Parallelization
Quantum algorithm
Quantum computation
Quantum simulation
Search methods
Title A Novel Approach to Grover's Quantum Algorithm Simulation: Cloud-Based Parallel Computing Enhancements
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