2019-05-17 (Day 1): |
Time |
Talks |
8:00 -
8:10 |
Openning Remarks |
8:10 - 9:10 |
Keynote 1 |
Topic: Accelerating Distributed DNN Training |
Speaker: Chuanxiong Guo (Director, Bytedance AI
Lab) |
Chair: Wenguang Chen |
9:10 - 10:30 |
Session 1: Deep learning |
Chair: TBD |
Large-scale GraphNN System |
Wei Lin (Alibaba group) |
A Comprehensive Graph Neural Network Overview in Practice |
Hongxia Yang (Alibaba group), Chang Zhou (Alibaba group) |
SeerNet: Predicting Convolutional Neural Network
Feature-Map Sparsity through Low-Bit Quantization |
Chen Zhang(Microsoft), Yunxin Liu(Microsoft) and Lintao
Zhang(Microsoft) |
A Machine Leaning Framework with Feature Selection for
Floorplan Evaluation in IC Physical Design |
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:
Cloud & Virtualization |
Chair: TBD |
TPShare: A Time-Space Sharing Scheduling
abstraction for Shared Cloud via Vertical Labels |
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: Low-Latency Virtualization-based Fault Tolerance
via Asynchronous Prefetching |
Zhen Xiao(Peking University) |
Characterization of Co-located Container Workloads with
Hardware Performance Counters |
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) |
A Preliminary Evaluation on Many-to-one Virtualization |
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:
Memory |
Chair: TBD |
Precise Memory Object Life Cycle Modeling in
Memory SSA |
Shin-Ming Liu(XC5 Limited), Long Li(XC5 Limited) and Sun
Chan(XC5 Limited) |
Panthera: Holistic Memory Management for Big Data
Processing over Hybrid Memories |
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) |
Huge Page-Friendly Virtualized Memory Management |
Sai Sha(Peking University), Jingyuan Hu(Peking University),
Yingwei Luo(Peking University), Xiaolin Wang(Peking University) and Zhenlin
Wang(Michigan Technolgoical University) |
IMPULP: A Hardware Approach for In-process Memory
Protection via User-Level Partitioning |
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:
System Optimization |
Chair: TBD |
From Static Dataflow to Dynamic, and Pull Back |
Peng Cao(Ant Financial), Jie Wang(Ant Financial) and Zhenyu
Guo(Ant Financial) |
pLock: A Fast Lock for Architectures with Explicit
Inter-core Message Passing |
Xiongchao Tang(Tsinghua University), Jidong Zhai(Tsinghua University), Xuehai Qian(University of Southern California) and Wenguang Chen(Tsinghua University) |
MPI-RCDD: A Framework for MPI Runtime Communication
Deadlock Detection |
Wei Hongmei(Shanghai Jiao Tong University) and Gao
Jian(Jiangnan Institute of Computing Technology) |
Optimisitc Transaction Processing in Deterministic Database |
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 |
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