NPC’18 Proceedings and Program

The participants of the IFIP NPC 2018 conference have been promised to get free access to proceedings on SpringerLink for a period of 4 weeks.

The online version is now available: here

Thursday, November 29th
08:00-09:00 Registration
09:00-09:10 Opening Speech, Mizushi Matsuda ( Executive Director & Vice President of Muroran Institute of Technology ) & Jidong Zhai ( Associate Professor of Tsinghua University ) | Session Chair: Mianxiong Dong | Room: N302
09:10-10:10 Keynote Speech, Minyi Guo, New Datacenter Architecture with Utilization and QoS for Big Data Processing | Session Chair: Jidong Zhai | Room: N302
10:10-10:25 Coffee Break | Room: N404
10:25-12:30 Session 1: Deep Neural Network | Session Chair: Lei Wang ( NUDT ) | Room: N302
10:25-10:50
Lianke Qin, Yifan Gong, Tianqi Tang, Yutian Wang and Jiangming Jin
Training Deep Nets with Progressive Batch Normalization on multi-GPUs |
10:50-11:15
Yong Yu, Tian Zhi, Xuda Zhou, Shaoli Liu, Yunji Chen and Shuyao Cheng
BSHIFT: A Low Cost Deep Neural Networks Accelerator |
11:15-11:40
Jiacheng Zhao, Yisong Chang, Denghui Li, Chunwei Xia, Huimin Cui, Ke Zhang and Xiaobing Feng
On Retargeting the AI Programming Framework to New Hardwares |
11:40-12:05
Dong Han, Shengyuan Zhou, Tian Zhi, Shaoli Liu and Baiyi Wang
Float-Fix: An Efficient and Hardware-Friendly Data Type for Deep Neural Network |
12:05-12:30
Junyu Li, Ligang He and Shenyuan Ren
Data Fine-pruning: A Simple Way to Accelerate Neural Network Training |
12:30-14:00 Lunch Break
14:00-15:40 Session 2: Performance Analysis and Optimization | Session Chair: Huimin Cui ( ICT ) | Room: N302
14:00-14:25
Yanqi Wang, Qi Zhang, Yi Liu and Depei Qian
HPC-SFI: System-level Fault Injection for High Performance Computing Systems |
14:25-14:50
Wenke Li, Xuanhua Shi, Hong Huang, Peng Zhao, Hai Jin, Dong Dai and Yong Chen
GRAM: A GPU-based Property Graph Traversal and Query for HPC Rich Metadata Management |
14:50-15:15
Huihui Zou, Shanjiang Tang, Ce Yu, Hao Fu and Yusen Li
ASW: Accelerating Smith-Waterman Algorithm on Coupled CPU-GPU Architecture |
15:15-15:40
Leonard Poon
GPU-Accelerated Clique Tree Propagation for Pouch Latent Tree Models |
15:40-16:00 Coffee Break | Room: N404
16:00-16:50 Session 3: Short Paper-I | Session Chair: Feng Zhang ( RUC ) | Room: N302
16:00-16:10
Peng Jiang and Ligang He
vGrouper: Optimizing the Performance of Parallel Jobs in Xen by Increasing Synchronous Execution of Virtual Machines |
16:10-16:20
Shiqing Zhang, Yaohua Yang, Li Shen and Zhiying Wang
GPU Memory Management Solution Supporting Incomplete Pages |
16:20-16:30
Mingyi Zhu, Kejiang Ye and Cheng-Zhong Xu
A Deep Learning Approach for Network Anomaly Detection based on AMF-LSTM |
16:30-16:40
Xiao Zhang, Lanxin Kong, Shunyi Zhu, Xiaonan Zhao and Zhanhuai Li
FSObserver: A Performance Measurement and Monitoring Tool for Distributed Storage Systems |
16:40-16:50
Zhijie Yang, Lei Wang, Dong Ding, Xiangyu Zhang, Yu Deng, Shiming Li and Qiang Dou
Systolic Array Based Accelerator and Algorithm Mapping for Deep Learning Algorithms |
16:50-17:50 Session 4: Short Paper-II | Session Chair: Feng Zhang ( RUC ) | Room: N302
16:50-17:00
Yi Liu, Yunchun Li, Honggang Zhou, Hailong Yang and Wei Li
A Fine-grained Performance Bottleneck Analysis Method for HDFS |
17:00-17:10
Nan Hu, Zhiguang Chen, Yunfei Du and Yutong Lu
Mimir+: An Optimized Framework of MapReduce on Heterogeneous High-Performance Computing System |
17:10-17:20
Huiying Lan and Zidong Du
DLIR: An Intermediate Representation for Deep Learning Processors |
17:20-17:30
Xiao Zhang, Huiying Lan and Qi Guo
Leveraging Subgraph Extraction for Performance Portable Programming Frameworks on DL Accelerators |
17:30-17:40
Wenli Zhang
Labeled Network Stack: A Co-Designed Stack for Low Tail-Latency and High Concurrency in Datacenter Services |
17:40-17:50
Jinjing Zhao and Rong Jin
Balancing the QOS and Security in Dijkstra Algorithm by SDN Technology |
18:30 Reception
Friday, November 30th
09:00-10:00 Keynote Speech, Wenguang Chen, ShenTu: Processing Multi-Trillion Edge Graphs on Millions of Cores in Seconds | Session Chair: Mianxiong Dong | Room: N401
10:00-10:15 Coffee Break | Room: N302
10:15-12:20 Session 5: Big Data and Cloud Computing | Session Chair: Shanjiang Tang ( TJU ) | Room: N401
10:15-10:40
Cheng Pan, Lan Zhou, Yingwei Luo, Xiaolin Wang and Zhenlin Wang
Lightweight and Accurate Memory Allocation in Key-value Cache |
10:40-11:05
Haobo Wang, Yinliang Yue, Shuibing He and Weiping Wang
KT-Store: A Key-Order and Write-Order Hybrid Key-Value Store with High Write and Range-query Performance |
11:05-11:30
Yangyang Wang, Yunpeng Chai and Xin Wang
ALOR: Adaptive Layout Optimization of Raft Groups for Heterogeneous Distributed Key-Value Stores |
11:20-11:55
Bo Wang, Jie Tang, Rui Zhang and Wei Ding
A Dependency-Aware Storage Schema Selection Mechanism for In-Memory Big Data Computing Frameworks |
11:55-12:20
Heyang Xu, Yang Liu and Wei Wei
Migration Cost and Energy-aware Virtual Machine Consolidation under Cloud Environments Considering Remaining Runtime |
12:20-14:00 Lunch Break
14:00 Local Tour
18:30 Banquet
Saturday, December 1st
09:00-10:40 Session 6: Networking | Session Chair: Kejiang Ye ( SIAT ) | Room: J107
09:00-09:25
Jiang Xiao, Huichuwu Li, He Li and Hai Jin
CNLoc: Channel State Information Assisted Indoor WLAN Localization Using Nomadic Access Points |
09:25-09:50
Kang Jin, Cunlu Li, Dezun Dong and Binzhang Fu
HARE: History-Aware Adaptive Routing Algorithm for Endpoint Congestion in Networks-on-Chip |
09:50-10:15
Mingfan Li, Ke Wen and Hong An
Improving the performance of distributed MXNet with RDMA |
10:15-10:40
Chengchun Liu, Zhang Yang, Limin Xiao, Baicheng Yan, Zhihao Wang and Hongyun Tian
An Efficient Method for Determing Full Point-to-point Latency Of Arbitrary Indirect HPC Networks |
10:40-10:55 Coffee Break | Room: J205
10:55-12:35 Session 7: Application and Algorithm | Session Chair: Hailong Yang ( BUAA ) | Room: J107
10:55-11:20
Peng Zhao, Lei Liu, Amal Cao, Xiao Dong, Jiansong Li and Xiaobing Feng
ElasticActor: An Actor System with Automatic Granularity Adjustment |
11:20-11:45
Junhong Liu, Xin He, Weifeng Liu and Guangming Tan
Register-Aware Optimizations for Parallel Sparse Matrix-Matrix Multiplication |
11:45-12:10
Donglin Chen, Jianbin Fang, Shizhao Chen, Chuanfu Xu and Zheng Wang
Optimizing Sparse Matrix-Vector Multiplications on An ARMv8-based Many-Core Architecture |
12:10-12:35
Yanzhen Gao, Jing Xing, Zheng Wei, Jie Ma, Xiaozhen Bao and Peiheng Zhang
STrieGD: A Sampling Trie Indexed Compression Algorithm for Large Scale Gene Data |