Abstract : CNNs find application across various machine learning tasks, including voice, image, and video processing. With the increasing demand for quicker response times in real-time applications, there's a growing necessity for rapid implementation of CNNs. Nevertheless, the computational demands of the convolutional layer in CNNs result in increased processing delays. Hence, this research aims to develop a streamlined and swift convolution block tailored for the hardware execution of the CNN valid algo
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Abstract : Elastic Optical Network (EON) is a popular framework for interconnecting data centers, providing a spectrum tailored to bandwidth requirements. Verifying the high stage "Quality of Service (QoS)" for candidate requests following the fault is the main focus in the connection failure scenario. The resilience of a high-speed network is crucial because, as network sizes increase, so does the probability of node and link degradation. Thus, an adaptive method is required to forecast the link deteriora
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Abstract : The Analytic Hierarchy Process (AHP) is a decision-making tool that can be used to select the best bridge type for a given project based on various factors such as economic, technical, and environmental considerations. In this case, the three bridge types considered are the PCI Girder Bridge, Composite Bridge, and Steel Truss Bridge. The AHP method involves breaking down the decision-making process into a hierarchy of criteria and sub-criteria and then assigning weights to each criterion based o
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Abstract : The demand for athletic footwear has increased significantly, especially in countries like India, and this expansion has been driven by rising per capita income. Addressing the changing nature of the athletic footwear business, this study analyses the design preferences of amateur athletes in the Delhi/NCR area. To meet the changing needs and preferences of athletes, it is essential to comprehend the delicate balance that must be struck between performance, comfort, and design. The increasing po
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Abstract : Since G. Bird introduced Nickel electrodeposition coating in 1837, it has remained a focal point of research. Over the past few decades, attention has shifted towards its distinctive applications and properties in engineering. Electroplated nickel coatings offer numerous advantages over conventional electrolyte coatings, especially in terms of their excellent tribological properties, leading to widespread use in industries such as chemical, automotive, aerospace, and electrical. To further enhan
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