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Advanced Computer Architecture

12th Conference, ACA 2018, Yingkou, China, August 10-11, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Chao Li

    1. Shanghai Jiao Tong University, Shanghai, China

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    You can also search for this editor in PubMed   Google Scholar

  2. Junjie Wu

    1. National University of Defense Technology, Changsha, China

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 908)

Included in the following conference series:

Conference proceedings info: ACA 2018.

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Table of contents (17 papers)

  1. Front Matter

    Pages I-X
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  2. Accelerators

    1. Front Matter

      Pages 1-1
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    2. A Scalable FPGA Accelerator for Convolutional Neural Networks

      • Ke Xu, Xiaoyun Wang, Shihang Fu, Dong Wang
      Pages 3-14

    3. Memory Bandwidth and Energy Efficiency Optimization of Deep Convolutional Neural Network Accelerators

      • Zikai Nie, Zhisheng Li, Lei Wang, Shasha Guo, Qiang Dou
      Pages 15-29

    4. Research on Parallel Acceleration for Deep Learning Inference Based on Many-Core ARM Platform

      • Keqian Zhu, Jingfei Jiang
      Pages 30-41

    5. Research on Acceleration Method of Speech Recognition Training

      • Liang Bai, Jingfei Jiang, Yong Dou
      Pages 42-50

  3. New Design Explorations

    1. Front Matter

      Pages 51-51
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    2. A Post-link Prefetching Based on Event Sampling

      • Hongmei Wei, Fei Wang, Zhongsheng Li
      Pages 53-65

    3. The Design of Reconfigurable Instruction Set Processor Based on ARM Architecture

      • Jinyong Yin, Zhenpeng Xu, Xinmo Fang, Xihao Zhou
      Pages 66-78

    4. Stateful Forward-Edge CFI Enforcement with Intel MPX

      • Jun Zhang, Rui Hou, Wei Song, Zhiyuan Zhan, Boyan Zhao, Mingyu Chen et al.
      Pages 79-94

    5. Analytical Two-Level Near Threshold Cache Exploration for Low Power Biomedical Applications

      • Yun Liang, Shuo Wang, Tulika Mitra, Yajun Ha
      Pages 95-108

    6. DearDRAM: Discard Weak Rows for Reducing DRAM’s Refresh Overhead

      • Xusheng Zhan, Yungang Bao, Ninghui Sun
      Pages 109-124

  4. Towards Efficient ML/AI

    1. Front Matter

      Pages 125-125
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    2. EffectFace: A Fast and Efficient Deep Neural Network Model for Face Recognition

      • Weicheng Li, Dan Jia, Jia Zhai, Jihong Cai, Han Zhang, Lianyi Zhang et al.
      Pages 127-139

    3. A Power Efficient Hardware Implementation of the IF Neuron Model

      • Shuquan Wang, Shasha Guo, Lei Wang, Nan Li, Zikai Nie, Yu Deng et al.
      Pages 140-154

    4. paraSNF: An Parallel Approach for Large-Scale Similarity Network Fusion

      • Xiaolong Shen, Song He, Minquan Fang, Yuqi Wen, Xiaochen Bo, Yong Dou
      Pages 155-167

    5. An Experimental Perspective for Computation-Efficient Neural Networks Training

      • Lujia Yin, Xiaotao Chen, Zheng Qin, Zhaoning Zhang, Jinghua Feng, Dongsheng Li
      Pages 168-178

  5. Parallel Computing System

    1. Front Matter

      Pages 179-179
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    2. Distributed Data Load Balancing for Scalable Key-Value Cache Systems

      • Shanshan Chen, Xudong Zhou, Guiping Zhou, Richard O. Sinnott
      Pages 181-194

    3. Performance Analysis and Optimization of Cyro-EM Structure Determination in RELION-2

      • Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian
      Pages 195-209
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  1. Advanced Computer Architecture

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About this book

This book constitutes the refereed proceedings of the 12th Annual Conference on Advanced Computer Architecture, ACA 2018, held in Yingkou, China, in August 2018. 

The 17 revised full papers presented were carefully reviewed and selected from 80 submissions. The papers of this volume are organized in topical sections on: accelerators; new design explorations; towards efficient ML/AI; parallel computing system.

Editors and Affiliations

  • Shanghai Jiao Tong University, Shanghai, China

    Chao Li

  • National University of Defense Technology, Changsha, China

    Junjie Wu

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