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Study On The Computing Platform Of Core Technique For Energy Saving Big Data Center

Posted on:2017-09-03Degree:MasterType:Thesis
Country:ChinaCandidate:H ZhangFull Text:PDF
GTID:2348330512964363Subject:Microelectronics and Solid State Electronics
Abstract/Summary:PDF Full Text Request
With the development of the Internet industry and the economic globalization,we need to deal with more and more information.The combination of cloud computing and big data has become a new tool for human beings to understand the objective world.The data center is the foundation of this tool.The data center is a specific equipment of global cooperation network,and its main function is to transfer,accelerate,calculation,display,storage of data in the Internet network infrastructure,so it must timely response to all kinds of complicated tasks and have rapid processing of massive information.In addition,with the rapid growth of the global data center scale and quantity,high energy consumption of data center should be resolved.Firstly,this paper makes an investigation and Analysis on the development status of the domestic and international data center computing platform.It is found that the data center mainly faces the demand of improving performance,reducing power consumption and improving flexibility.And at present,the program of multi core CPU-GPU heterogeneous computing can only bring data center performance improvement,but power consumption and flexibility can not meet the increasing needs.In view of the characteristics of FPGA and the development situation of FPGA devices and related technologies in recent years,this paper considers apllying the FPGA to the data center computing platform,and explores the ways and methods to solve the performance,power consumption and flexibility problems of the data center computing platform.This paper calculated the platform hardware from low power data center to accelerate this goal,with existing hardware and software platform of laboratory based on the related theory and Realization of hardware acceleration based on FPGA are discussed and the data center can be used for hardware acceleration of the latest technology is studied.The main contents include: the hardware acceleration related concepts and technology were introduced and analyzed,and explore the ways and methods of using FPGA to realize data center hardware accelerated;structural features,new Zynq-7000 devices for Xilinx use were discussed,dig out the latest FPGA applications in the data center computing platform research potential;the partial dynamic reconfigurable technology,the application of the technology in the data center computing platform advantages are analyzed,and the realization of the technology are explored;introduces and analyses the advanced integrated technology and its advantages in the aspects of FPGA programming,and then discusses the design process of advanced integrated technology based on the advanced synthesis of the C code encoding techniques are discussed in detail,and gives a reference for the detection of C encoding style of the script,based on the advanced comprehensive The implementation of matrix multiplication and BP neural network is explored.Using the techniques and methods introduced in this paper,the application of FPGA to the construction of the data center computing platform will effectively solve the problems of performance,power and flexibility of the data center computing platform.
Keywords/Search Tags:Data Center, computing platform, Hardware Acceleration, High Level Synthesis
PDF Full Text Request
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