2019-05-17 (Day 1): |
Time |
Talks |
8:00 -
8:10 |
开幕致辞 |
8:10 - 9:10 |
Keynote 1 |
Topic: 加速分布式DNN训练 |
Speaker: Chuanxiong Guo (Director, Bytedance AI
Lab) |
Chair: Wenguang Chen |
9:10 - 10:30 |
Session 1: 深度学习 |
Chair: TBD |
大规模GraphNN系统 |
Wei Lin(Alibaba group) |
基于实践的图神经网络综述 |
Hongxia Yang (Alibaba group), Chang Zhou (Alibaba group) |
SeetNet: 通过低比特定点化预测卷积神经网络特征图的稀疏度 |
Chen Zhang(Microsoft), Yunxin Liu(Microsoft) and Lintao
Zhang(Microsoft) |
基于IC物理设计对平面图评估进行特征选择的机器学习框架 |
Shuzheng Zhang(National University of Defense Technology),
Zhenyu Zhao(National University of Defense Technology), Chaochao
Feng(National University of Defense Technology), Lei Wang(National University
of Defense Technology) |
10:30 -
10:50 |
Tea Break |
10:50 - 12:10 |
Session 2:
云与虚拟化 |
Chair: TBD |
TPShare:云环境下基于纵向标签的时空共享调度抽象 |
Yuzhao Wang (Huazhong University of Science &
Technology, Shenzhen Institutes of Advanced Technology), Lele Li (Shenzhen Institutes of
Advanced Technology), You Wu (University of Southern California), Junqing Yu
(Huazhong University of Science & Technology), Zhibin Yu (Shenzhen
Institutes of Advanced Technology), Xuehai Qian (University of Southern
California) |
Phantasy: 通过异步预取的基于虚拟化的低延迟容错 |
Zhen Xiao(Peking University) |
使用硬件性能计数器的共存容器负载描述 |
Wenyan Chen(Shenzhen institutes of advanced techology
chinese academy of sciences), Kejiang Ye(Shenzhen institutes of advanced
techology chinese academy of sciences) and Cheng-Zhong Xu(Shenzhen institutes
of advanced techology chinese academy of sciences) |
多对一虚拟化的初步评估 |
Jin Zhang(Shanghai Jiao Tong University), Zhuocheng
Ding(Shanghai Jiao Tong University), Yubin Chen(Shanghai Jiao Tong
University), Zhengwei Qi(Shanghai Jiao Tong University) and Haibing
Guan(Shanghai Jiao Tong University) |
12:10-14:00 |
Lunch and
Break |
14:00-15:20 |
Session 3:
内存 |
Chair: TBD |
内存SSA中对内存对象生命周期的精确建模 |
Shin-Ming Liu(XC5 Limited), Long Li(XC5 Limited) and Sun
Chan(XC5 Limited) |
Panthera: 基于混合内存的大数据处理的整体内存管理 |
Chenxi Wang(Institute of Computing Technology, CAS), Huimin
Cui(Institute of Computing Technology, CAS), Ting Cao(Microsoft), John
Zigman(The University of Sydney), Haris Volos(HP Lab), Onur Mutlu(Carnegie
Mellon University), Fang Lv(Institute of Computing Technology, CAS), Xiaobing
Feng(Institute of Computing Technology, CAS) and Harry Xu(University of
California, Los Angeles) |
巨页友好的虚拟内存管理 |
Sai Sha(Peking University), Jingyuan Hu(Peking University),
Yingwei Luo(Peking University), Xiaolin Wang(Peking University) and Zhenlin
Wang(Michigan Technolgoical University) |
IMPULP: 通过用户级分区实现进程中内存保护的硬件方法 |
Yangyang Zhao(University of Chinese Academy of Sciences;
ICT, Chinese Academy of Sciences), Mingyu Chen(Institute of Computing
Technology, Chinese Academy of Sciences), Yuhang Liu(Institute of Computing
Technology, Chinese Academy of Sciences), Zonghao Yang(University of Chinese
Academy of Sciences; ICT, Chinese Academy of Sciences), Xiaojing
Zhu(Institute of Computing Technology,Chinese Academy of Sciences), Zonghui
Hong(Institute of Computing Technology, Chinese Academ of Sciences) and Yunge
Guo(Institute of Computing Technology, Chinese Academ of Sciences) |
15:20-15:40 |
Break |
15:40-17:00 |
Session 4:
系统优化 |
Chair: TBD |
从静态数据流到动态数据流并回退 |
Peng Cao(Ant Financial), Jie Wang(Ant Financial) and Zhenyu
Guo(Ant Financial) |
pLock: 用于具有显式内核间消息传递的架构的快速锁 |
Xiongchao Tang(Tsinghua University), Jidong Zhai(Tsinghua University), Xuehai Qian(University of Southern California) and Wenguang Chen(Tsinghua University) |
MPI-RCDD: 一个用于MPI运行时通信死锁检测的框架 |
Wei Hongmei(Shanghai Jiao Tong University) and Gao
Jian(Jiangnan Institute of Computing Technology) |
确定性数据库的优化事务处理 |
Zhiyuan Dong(Shanghai Jiao Tong University), Chuzhe
Tang(Shanghai Jiao Tong University), Jiachen Wang(Shanghai Jiao Tong
University), Zhaoguo Wang(Shanghai Jiao Tong University) and Haibo
Chen(Shanghai Jiao Tong University) |
17:00-18:00 |
Panel |
Open Source Chip and Its Ecosystem |
Chair: Yungang Bao |
|
|