An Optimization Algorithm to Build Low Congestion Multi-Ring Topology for Optical Network-on-Chip

Zhu, Lijing; Wang, Kun; Zhou, Di; Liu, Liangkai; Gu, Huaxi

doi:10.1587/transinf.2017edp7330

Cited by 5 publications

(2 citation statements)

References 25 publications

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“…e purpose of model training is to obtain the best similarity threshold, and the selection of the threshold directly determines the result of feature matching [23]. In designing the image matching model, according to the specific workflow, it is mainly divided into 8 parts:…”

Section: Model Trainingmentioning

confidence: 99%

Construction of Automatic Matching Recommendation System for Web Page Image Packaging Design Based on Constrained Clustering Algorithm

Kong

2022

Mobile Information Systems

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With the rapid development of artificial intelligence technology, computer vision science has also gained new opportunities. As the foundation of computer vision and numerous artificial intelligence applications, image matching technology has received extensive attention from researchers and companies around the world. However, in web design, the research on the image matching system is not mature enough, which results in a series of problems such that the web design is not beautiful enough, and the figures do not conform to the design theme. Therefore, it is the current trend to deeply study the structure of the automatic matching recommendation system for web page image packaging design. The purpose of this paper is to use the constrained clustering algorithm to study how to construct an automatic matching recommendation system for web page image packaging design. This paper first gives a general introduction to the classification of constrained clustering algorithms. Then, the operation mechanism and model establishment of SURF feature description operator, SIFT feature description operator, and ORB feature description operator are described in detail. Then, through experiments, the matching accuracy of the web page image matching system based on the constrained clustering algorithm and the influence of parameter changes are compared with other algorithms. Finally, a comparative experiment is carried out on the image matching effects of the three feature description operators. The matching speed, noise sensitivity, and rotation type experiments are introduced respectively. By constructing the web page image packaging design of the constrained clustering algorithm to automatically match the algorithm model of the recommender system and experimenting with the model, the advantages of the constrained clustering algorithm in the model construction are proved. The experimental results show that the constrained clustering algorithm has higher image matching efficiency and matching accuracy, and the accuracy of image feature extraction is better than other algorithms. However, when the network structure division attribution threshold is ϕ = 0.4 , the clustering performance of the constrained clustering algorithm is better. Compared with the parameter 100, when the parameter is 500 and 1000, the accuracy of the constrained clustering algorithm can be improved, and the calculation accuracy is increased by 0.317.

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Section: Model Trainingmentioning

confidence: 99%

Construction of Automatic Matching Recommendation System for Web Page Image Packaging Design Based on Constrained Clustering Algorithm

Kong

2022

Mobile Information Systems

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“…The corona architecture follows an application of multi-write-single-read which involves arbitration to handle write conflict [11]. Reservation assisted SWMR bus is proposed in firefly architecture by Pan et al [12], [13].…”

Section: Introductionmentioning

confidence: 99%

Optical network on chip: design of wavelength routed optical ring architecture

Kavitha

Maheswaran²,

Maheswaran³

et al. 2023

Bulletin EEI

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Network on chip (NoC) technology has now achieved a mature stage of development as a result of their use as a key component in many successful commercial devices. As multiprocessors continue to scale, these ship based electronic networks are more challenging to meet their power budget communication requirements. Innovative technology is emerging with the aim of offering shorter latencies and greater bandwidth with lower power consumption. Ring topology provides superior results among the all wavelength routed topologies in the chip optical network. In this paper, we proposed an optical ring network-on-chip (ORNoC) architecture which is contention free. Communication matrix is used to assign a single waveguide/wavelength pair to implement simultaneous communications. The design constraints for the proposed architecture will be wavelength reused on a single waveguide for multiple communications. We imply automatic wavelength/waveguide assignment for effective design and will prove that the proposed architecture can connect more number of nodes and less wavelengths per waveguide.

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Implementing bitonic sorting on optical network-on-chip with bus topology

Zhang

Yuan

et al. 2019

Photon Netw Commun

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An Optimization Algorithm to Build Low Congestion Multi-Ring Topology for Optical Network-on-Chip

Cited by 5 publications

References 25 publications

Construction of Automatic Matching Recommendation System for Web Page Image Packaging Design Based on Constrained Clustering Algorithm

Construction of Automatic Matching Recommendation System for Web Page Image Packaging Design Based on Constrained Clustering Algorithm

Optical network on chip: design of wavelength routed optical ring architecture

Implementing bitonic sorting on optical network-on-chip with bus topology

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