High-Performance Computing Applications in Numerical Simulation and Edge Computing: ACM ICS 2018 International Workshops, HPCMS and HiDEC, Beijing, China, June 12, 2018, Revised Selected Papers

✍ Scribed by Changjun Hu, Wen Yang, Congfeng Jiang, Dong Dai

Publisher: Springer Singapore
Year: 2019
Tongue: English
Leaves: 254
Series: Communications in Computer and Information Science 913
Edition: 1st ed. 2019
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book constitutes the referred proceedings of two workshops held at the 32nd ACM International Conference on Supercomputing, ACM ICS 2018, in Beijing, China, in June 2018. This volume presents the papers that have been accepted for the following workshops: Second International Workshop on High Performance Computing for Advanced Modeling and Simulation in Nuclear Energy and Environmental Science, HPCMS 2018, and First International Workshop on HPC Supported Data Analytics for Edge Computing, HiDEC 2018.
The 20 full papers presented during HPCMS 2018 and HiDEC 2018 were carefully reviewed and selected from numerous submissions. The papers reflect such topics as computing methodologies; parallel algorithms; simulation types and techniques; machine learning.

✦ Table of Contents

Front Matter ....Pages i-x
Front Matter ....Pages 1-1
Towards Computation Offloading in Edge Computing: A Survey (Xiaolan Cheng, Xin Zhou, Congfeng Jiang, Jian Wan)....Pages 3-15
An Edge Computing Platform for Intelligent Internet Data Center Operational Monitoring (Yeliang Qiu, Congfeng Jiang, Tiantian Fan, Jian Wan)....Pages 16-28
Big Data Analytics for Water Resources Sustainability Evaluation (Yinghui Zhao, Ru An)....Pages 29-38
Exploring Water Resource Changes of Artificial Reservoir Using Time-Series Remote Sensing Images from Landsat Sensors and in Situ Data (Yifan Chang, Hailei Wang, Wenbo Li, Xuelian Wu, Bingyu Sun)....Pages 39-49
A Deep Learning Based Objection Detection Method for High Resolution Remote Sensing Image (Hailei Wang, Sumin Li, Bingyu Sun, Ronghua Du, Ling Zhao, Wenbo Li et al.)....Pages 50-56
A Case Study for User Rating Prediction on Automobile Recommendation System Using MapReduce (Zikai Nie, Jiao Sun, Zhehua He)....Pages 57-68
Diverse Demands Estimation and Ranking Based on User Behaviors (Liandong Chen, Shigang Li, Chunbao Zhou, Fang Liu, Rui Xu, Shuo Li et al.)....Pages 69-78
Energy Aware Edge Computing: A Survey (Tiantian Fan, Yeliang Qiu, Congfeng Jiang, Jian Wan)....Pages 79-91
Front Matter ....Pages 93-93
Virtual Reactors Towards the Exascale Supercomputing Era (Xianmeng Wang, Changjun Hu, Wen Yang, Tiancai Liu, Zhaoshun Wang, Xuesong Wang et al.)....Pages 95-106
Prospects for CVR-0: A Prototype of China Virtual Reactor (An Wang, Changjun Hu, Wen Yang, Jue Wang, Zhaoshun Wang, Tiancai Liu et al.)....Pages 107-125
Diffusion Mechanism of Small Helium-Vacancy Clusters in BCC Fe and Fe-10%Cr Alloy (Xueyuan Liang, Xinfu He)....Pages 126-134
Effect of Ni and Mn on the Interaction of an Edge Dislocation with Cu-rich Precipitates in Bcc Fe (Yankun Dou, Dongjie Wang, Xinfu He, Muhammad Rizwan, Lixia Jia, Shi Wu et al.)....Pages 135-151
The Performance Test and Optimization of Crystal-MD Program on Tianhe-2 (Jianjiang Li, Kai Zhang, Peng Wei, Jie Wang, Changjun Hu)....Pages 152-163
Research on Large Scale Parallel Hydrological Simulation (Genshen Chu, Changjun Hu, Xiaoning Qin, Jiahao Wu, Yanfei Wu)....Pages 164-173
The Study of Parallelization of SWAT Hydrology Cycle (Qiang Li, Ningming Nie, Zhonghua Lu, Yangang Wang)....Pages 174-185
Research on Shared Resource Contention of Cloud Data Center (Jingyuan Hu, Jianjiang Li)....Pages 186-197
A Sequence Anomaly Detection Approach Based on Isolation Forest Algorithm for Time-Series (Yu Weng, Lei Liu)....Pages 198-207
Hourly Day-Ahead Power Forecasting for PV Plant Based on Bidirectional LSTM (Hui He, Ran Hu, Ying Zhang, Runhai Jiao, Honglu Zhu)....Pages 208-222
A Reliability Task Scheduling for High-Throughput Computing Platform (Weipeng Jing, Chuanyu Zhao, Yaqiu Liu, Chao Jiang)....Pages 223-234
Topology Layout Technology of Energy Internet (Liandong Chen, Boyao Zhang, Fang Liu, Jingquan Li, Chenjun Sun)....Pages 235-245
Back Matter ....Pages 247-247

✦ Subjects

Computer Science; Computer Communication Networks; Software Engineering; Logic Design; Information Systems Applications (incl.Internet)

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