Quantum-Inspired Temporal Synchronization in Dynamic Mesh Networks: A Non-Local Approach to Latency Optimization

This paper presents a novel method for achieving temporal synchronization in Network-on-Chip (NoC) architectures, using optimization techniques derived from quantum mechanics. We provide a non-local temporal coordination framework to optimize network latency in dynamic mesh networks using quantum principles such as entanglement and superposition. A specialized router design using quantum-inspired control units incorporates the Quantum-Inspired Temporal Coordination Algorithm (QTCA) and Non-Local State Synchronization Protocol (NSSP), which are essential components of the proposed architecture. The experimental results indicate that the 16x16 mesh network significantly outperforms conventional route strategies. Latency is diminished by 31.2%, the network saturation threshold is enhanced by 37.8%, and packet loss is decreased by 76.3%. Notwithstanding a minor 8.2% increase in logic overhead and a 5.7% rise in power usage, the framework sustains robust phase coherence (0.92 local, 0.87 non-local). The results demonstrate that next-generation NoC designs might gain from temporal synchronization influenced by quantum computing, particularly in addressing performance and scalability challenges in complex multi-core systems.

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Publication Details

Journal
Wasit Journal of Pure sciences
Published
2025-03-30
DOI
https://doi.org/10.31185/wjps.710
Primary Topic
Neural Networks and Reservoir Computing
Type
article
Field-Weighted Citation Impact
0.00
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article

Quantum-Inspired Temporal Synchronization in Dynamic Mesh Networks: A Non-Local Approach to Latency Optimization

Yousri Sabah
Wasit Journal of Pure sciences
Neural Networks and Reservoir Computing
article

Quantum-Inspired Temporal Synchronization in Dynamic Mesh Networks: A Non-Local Approach to Latency Optimization

Yousri Sabah
article en

Abstract

This paper presents a novel method for achieving temporal synchronization in Network-on-Chip (NoC) architectures, using optimization techniques derived from quantum mechanics. We provide a non-local temporal coordination framework to optimize network latency in dynamic mesh networks using quantum principles such as entanglement and superposition. A specialized router design using quantum-inspired control units incorporates the Quantum-Inspired Temporal Coordination Algorithm (QTCA) and Non-Local State Synchronization Protocol (NSSP), which are essential components of the proposed architecture. The experimental results indicate that the 16x16 mesh network significantly outperforms conventional route strategies. Latency is diminished by 31.2%, the network saturation threshold is enhanced by 37.8%, and packet loss is decreased by 76.3%. Notwithstanding a minor 8.2% increase in logic overhead and a 5.7% rise in power usage, the framework sustains robust phase coherence (0.92 local, 0.87 non-local). The results demonstrate that next-generation NoC designs might gain from temporal synchronization influenced by quantum computing, particularly in addressing performance and scalability challenges in complex multi-core systems.

Wasit Journal of Pure sciencesVol. 4(1)
Farwaniya Hospital (KW)
Openalex Percentile: Top 97%
Neural Networks and Reservoir Computing
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