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Table of Contents
Network and Parallel Computing
Guang R. Gao, Depei Qian, Xinbo Gao, Barbara Chapman, Wenguang Chen
Front Matter

Memory: Non-Volatile, Solid State Drives, Hybrid Systems


VIOS: A Variation-Aware I/O Scheduler for Flash-Based Storage Systems
Jinhua Cui, Weiguo Wu, Shiqiang Nie, Jianhang Huang, Zhuang Hu, Nianjun Zou, Yinfeng Wang
3-16
Exploiting Cross-Layer Hotness Identification to Improve Flash Memory System Performance
Jinhua Cui, Weiguo Wu, Shiqiang Nie, Jianhang Huang, Zhuang Hu, Nianjun Zou, Yinfeng Wang
17-28
Efficient Management for Hybrid Memory in Managed Language Runtime
Chenxi Wang, Ting Cao, John Zigman, Fang Lv, Yunquan Zhang, Xiaobing Feng
29-42

Resilience and Reliability


Application-Based Coarse-Grained Incremental Checkpointing Based on Non-volatile Memory
Zhan Shi, Kai Lu, Xiaoping Wang, Wenzhe Zhang, Yiqi Wang
45-57
DASM: A Dynamic Adaptive Forward Assembly Area Method to Accelerate Restore Speed for Deduplication-Based Backup Systems
Chao Tan, Luyu Li, Chentao Wu, Jie Li
58-70

Scheduling and Load-Balancing


A Statistics Based Prediction Method for Rendering Application
Qian Li, Weiguo Wu, Long Xu, Jianhang Huang, Mingxia Feng
73-84
IBB: Improved K-Resource Aware Backfill Balanced Scheduling for HTCondor
Lan Liu, Zhongzhi Luan, Haozhan Wang, Depei Qian
85-92
Multipath Load Balancing in SDN/OSPF Hybrid Network
Xiangshan Sun, Zhiping Jia, Mengying Zhao, Zhiyong Zhang
93-100

Heterogeneous Systems


A Study of Overflow Vulnerabilities on GPUs
Bang Di, Jianhua Sun, Hao Chen
103-115
Streaming Applications on Heterogeneous Platforms
Zhaokui Li, Jianbin Fang, Tao Tang, Xuhao Chen, Canqun Yang
116-129

Data Processing and Big Data


DSS: A Scalable and Efficient Stratified Sampling Algorithm for Large-Scale Datasets
Minne Li, Dongsheng Li, Siqi Shen, Zhaoning Zhang, Xicheng Lu
133-146
A Fast and Better Hybrid Recommender System Based on Spark
Jiali Wang, Hang Zhuang, Changlong Li, Hang Chen, Bo Xu, Zhuocheng He, Xuehai Zhou
147-159
Discovering Trip Patterns from Incomplete Passenger Trajectories for Inter-zonal Bus Line Planning
Zhaoyang Wang, Beihong Jin, Fusang Zhang, Ruiyang Yang, Qiang Ji
160-171
FCM: A Fine-Grained Crowdsourcing Model Based on Ontology in Crowd-Sensing
Jian An, Ruobiao Wu, Lele Xiang, Xiaolin Gui, Zhenlong Peng
172-179
QIM: Quantifying Hyperparameter Importance for Deep Learning
Dan Jia, Rui Wang, Chengzhong Xu, Zhibin Yu
180-188

Algorithms and Computational Models


Toward a Parallel Turing Machine Model
Peng Qu, Jin Yan, Guang Gao
191-204
On Determination of Balance Ratio for Some Tree Structures
Daxin Zhu, Tinran Wang, Xiaodong Wang
205-212

 

 


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