Abstract: Efficient container scaling is crucial for enhancing the availability and scalability of cloud-native applications through adaptive resource management. In cloud computing, the default ...

Abstract: Wireless interference recognition (WIR) techniques have proven to be effective anti-jamming solutions. With advancements in deep learning (DL), various DL-based methods have been explored ...

A moving-average filter can address white noise in the time domain but performs poorly in the frequency domain. Figure 1. The convolution engine calculates y(tn) for n=6 (a) and then goes on to ...

I. Introduction This project is part of an embedded systems design course, aimed at designing and implementing a hardware accelerator for 2D convolution using Vivado HLS. The 2D convolution algorithm ...

This project demonstrates how to implement a 2D convolution in C++ using template metaprogramming. The convolution operation is performed on a matrix with a given kernel, producing a result matrix.

Researchers at Osaka Metropolitan University have developed SORA-DET, a lightweight and high-performance deep learning model ...

Using light significantly reduces the power needed for these processes, making it 10 to 100 times more efficient than current circuits performing the same calculations. This could enable ...

Learn a New English Word Every Day! English is a language that is spoken all over the world. Knowing more words can be helpful for both students and working people in increasing their vocabulary. Here ...