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zhangyi's Projects

libco icon libco

libco is a coroutine library which is widely used in wechat back-end service. It has been running on tens of thousands of machines since 2013.

machinelearning icon machinelearning

机器学习资料整理,包括算法,paper,数据,相关实例,etc.

molecular_dynamics icon molecular_dynamics

Implementation of MD and MC algorithms on FPGA, using Altera OpenCL compiler, GPU and CPU. Results comparassion

mpso-gpu icon mpso-gpu

A parallel, GPU-accelerated hybrid metaheuristic algorithm that combines Multi-Swarm Particle Swarm Optimization with components of a Genetic Algorithm. The purpose of this hybridization was to (attempt to) improve the algorithm's ability to escape from local optima encountered in the solution space. This code was written for my Masters thesis and, as such, documentation and cleanup are still a work in progress :) The code is written in OpenCL and is designed to leverage the zero-copy features of the AMD APU architecture, which had just come out at the time.

muduo icon muduo

A C++ non-blocking network library for multi-threaded server in Linux

ocl_politosw icon ocl_politosw

OpenCL parallel implementation of the Smith-Waterman algorithm

opencl-1 icon opencl-1

OpenCL 3n matrix multiplicity parallelization

opencl-parallelled-genetic-algorithms icon opencl-parallelled-genetic-algorithms

This project provides the C code of a standard evolutionary technique known as genetic algorithms (GA), which is purely sequential. The aim of this project will be to convert this sequential code into an OpenCL based parallel GA code, which can efficiently utilise a multicore CPU/GPU architecture.

opencl_edge_detect icon opencl_edge_detect

2D image edge detection using Sobel operator method. OpenCV (sequential) and OpenCL (parallel) solutions

opencl_portability icon opencl_portability

Explores the portability of OpenCL on CPUs, GPUs, and FPGAs then compares them to native implementations.

openclprefixsum icon openclprefixsum

Redux of Apple's OpenCL Prefix Sum example: https://developer.apple.com/library/mac/samplecode/OpenCL_Parallel_Prefix_Sum_Example/Introduction/Intro.html

openresty icon openresty

Turning Nginx into a Full-Fledged Scriptable Web Platform

orderbooksimulatorwithopencl icon orderbooksimulatorwithopencl

This project is to simulate the effects of high frequency trading on a stock. This is the code for the order book as well as 'traders' which will place orders on the market. The design will be as parallel as possible using OpenCL and a GPU to parallelise processing.

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