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19th HPCC / 15th SmartCity / 3rd DSS 2017: Bangkok, Thailand
- 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2017, Bangkok, Thailand, December 18-20, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-2588-0
Session 1: HPCC Best Paper Finalists
- Lipeng Wan, Matthew Wolf, Feiyi Wang, Jong Youl Choi, George Ostrouchov, Scott Klasky:
Analysis and Modeling of the End-to-End I/O Performance on OLCF's Titan Supercomputer. 1-9 - Sajal Dash, Anshuman Verma, Chris North, Wu-chun Feng:
Portable Parallel Design of Weighted Multi-Dimensional Scaling for Real-Time Data Analysis. 10-17 - Biplab Kumar Saha, Tiffany A. Connors, Saami Rahman, Apan Qasem:
A Machine Learning Approach to Automatic Creation of Architecture-Sensitive Performance Heuristics. 18-25 - Kanika Sood
, Boyana Norris, Elizabeth R. Jessup:
Comparative Performance Modeling of Parallel Preconditioned Krylov Methods. 26-33 - Weizhong Qiang, Yong Cao, Weiqi Dai, Deqing Zou, Hai Jin, Benxi Liu:
Libsec: A Hardware Virtualization-Based Isolation for Shared Library. 34-41
Session 2A: Smart Data and Learning (SmartCity)
- Apoorv Gupta, Aman Bansal, Rishab Gupta, Deepika Naryani, Apoorvi Sood:
Urban Waterlogging Detection and Severity Prediction Using Artificial Neural Networks. 42-49 - Basheer Qolomany
Role of Deep LSTM Neural Networks and Wi-Fi Networks in Support of Occupancy Prediction in Smart Buildings. 50-57 - Aigerim Bakatkaliyevna Altayeva, Batyrkhan Omarov
Multi-agent Based Smart Grid System Development for Building Energy and Comfort Management. 58-63
Session 2B: Computational Tuning (HPCC)
- Ari Rasch, Michael Haidl, Sergei Gorlatch:
ATF: A Generic Auto-Tuning Framework. 64-71 - Simon Garcia De Gonzalo, Simon D. Hammond, Christian R. Trott, Wen-Mei W. Hwu:
Revisiting Online Autotuning for Sparse-Matrix Vector Multiplication Kernels on Next-Generation Architectures. 72-80 - Benoit Morel, Tomás Flouri
A Novel Heuristic for Data Distribution in Massively Parallel Phylogenetic Inference Using Site Repeats. 81-88
Session 2C: Memory and File Systems (HPCC)
- Yang Li
SNFS: Small Writes Optimization for Log-Structured File System Based-on Non-Volatile Main Memory. 89-97 - Wen Jiang, Yuhui Deng, Xiaohua Meng, Cheng Hu
Boosting Disk Performance by Compressing On-board Disk Cache. 98-105 - Juan Li, Zhengguo Chen, Zhiguang Chen, Nong Xiao, Fang Liu, Wei Chen:
KV-FTL: A Novel Key-Value-Based FTL Scheme for Large Scale SSDs. 106-114
Session 3A: Smart Communication (SmartCity)
- Heinz Ulrich Boehmer Fiehn, Mark A. Hinkle, Richard Wallace Kenyon, Alan Rolf Mickelson:
Management of Distributed Electrical Storage in Wide Area Communication Systems. 115-122 - Lumpsum Tongsinoot, Veera Muangsin
Exploring Home and Work Locations in a City from Mobile Phone Data. 123-129 - Swagata Sharma, Venkat Durvasulu, Berk Celik
Metrics-Based Assessment of Sustainability in Demand Response. 130-137
Session 3B: Parallel Algorithm Applications I (HPCC)
- Masatoshi Kawai, Akihiro Ida, Kengo Nakajima:
Hierarchical Parallelization of Multi-coloring Algorithms for Block IC Preconditioners. 138-145 - Akash Jain, Rupesh Nasre, Balaraman Ravindran
DCEIL: Distributed Community Detection with the CEIL Score. 146-153 - Hovhannes A. Harutyunyan, Meghrig Terzian:
A Multi-core Multicast Approach for Delay and Delay Variation Multicast Routing. 154-161
Session 3C: Energy-aware Scheduling of Virtual Machines (HPCC)
- Qian Zhang, Hua Wang, Fangjin Zhu, Shanwen Yi, Kang Feng, Linbo Zhai:
Energy-Aware VM Placement with Periodical Dynamic Demands in Cloud Datacenters. 162-169 - Manojit Ghose
Energy Efficient Scheduling of Scientific Workflows in Cloud Environment. 170-177 - Sawinder Kaur, Manojit Ghose
Energy Efficient Scheduling of Real-Time Tasks in Cloud Environment. 178-185
Session 3D: Smart City Applications (SmartCity)
- Mihai Kocsis, Johannes Buyer, Nico Sußmann, Raoul Daniel Zöllner, Gheorghe Mogan:
Autonomous Grocery Delivery Service in Urban Areas. 186-191 - Massimo Marchiori:
The Smart Cheap City: Efficient Waste Management on a Budget. 192-199 - Shaikha Saleh Mohamed, Nedaa Baker Al Barghuthi
An Analytical Study Towards the UAE Universities Smart Education Innovated Approaches. 200-205
Session 4A: Parallel Programming Model Optimizations (HPCC)
- Min Si, Pavan Balaji:
Process-Based Asynchronous Progress Model for MPI Point-to-Point Communication. 206-214 - Yidan Wang, Zahir Tari
Model-Based Scheduling for Stream Processing Systems. 215-222
Session 4B: Optimizations for Deep Learning II (HPCC)
- Sarunya Pumma, Min Si, Wu-chun Feng, Pavan Balaji:
Towards Scalable Deep Learning via I/O Analysis and Optimization. 223-230 - Yufei Ren, Xingbo Wu, Li Zhang, Yandong Wang, Wei Zhang, Zijun Wang, Michel Hack, Song Jiang:
iRDMA: Efficient Use of RDMA in Distributed Deep Learning Systems. 231-238
Session 4C: Machine Learning (HPCC)
- Muhammad Shafiq
Robust Feature Selection for IM Applications at Early Stage Traffic Classification Using Machine Learning Algorithms. 239-245 - Jie Liu, Xin Li, Hao Zhang, Chengcheng Liu, Lei Dou, Lei Ju:
An Implementation of Number Plate Recognition without Segmentation Using Convolutional Neural Network. 246-253
Session 4D: Computational Analysis (HPCC)
- Weichen Qi, Yunchun Li, Honggang Zhou, Wei Li, Hailong Yang:
Data Mining Based Root-Cause Analysis of Performance Bottleneck for Big Data Workload. 254-261 - Xueqi Li, Guangming Tan, Chunming Zhang, Xu Li, Zhonghai Zhang, Ninghui Sun:
Quantifying and Mitigating Computational Inefficiency of Genomics Data Analysis. 262-269
Session 5A: Data Processing and Analytics (DSS)
- Bertil Chapuis, Benoît Garbinato
An Efficient Type-Agnostic Approach for Finding Sub-sequences in Data. 270-277 - James She, Chen Zhao, Ming Cheung, Hao Liang:
From Densification Power Law to Degree of Separation: A Case Study. 278-285 - Sudsanguan Ngamsuriyaroj, Kittirat Thepsutum:
Identifying Dominant Amino Acid Pairs of Known Protein-Protein Interactions via K-Means Clustering. 286-291
Session 5B: Network Design and Monitoring (HPCC)
- James T. Yu:
A Scalable Architecture for High Availability Seamless Redundancy (HSR). 292-298 - Mingwei Yang
An Optical Interconnect Network Design for Dynamically Composable Data Centers. 299-302 - Slawomir Hanczewski
The Model of the Queuing System with Adaptive Traffic. 303-308 - Binfeng Wang, Jinshu Su
EffiView: Trigger-Based Monitoring Approach with Low Cost in SDN. 309-315
Session 5C: System-Based Optimizations (HPCC)
- Srinivasan Ramesh, Sathish Vadhiyar, Ravi S. Nanjundiah, P. N. Vinayachandran:
Deep and Shallow Convections in Atmosphere Models on Intel® Xeon Phi™ Coprocessor Systems. 316-323 - Rakesh Pandey, Aryabartta Sahu
Efficient Mapping of Multi-threaded Applications onto 3D Stacked Chip-Multiprocessor. 324-331 - Lian Du, Tianyu Wo, Renyu Yang, Chunming Hu:
Cider: a Rapid Docker Container Deployment System through Sharing Network Storage. 332-339 - Carlos Vega
Diluting the Scalability Boundaries: Exploring the Use of Disaggregated Architectures for High-Level Network Data Analysis. 340-347
Session 5D: Parallel Data Structures and Algorithms (HPCC)
- Chen Li, Zhonghua Lu
A Parallel Hybrid Intelligent Algorithm for Fuzzy Mean-CVaR Portfolio Model. 348-355 - Praveen Alapati, Venkata Kalyan Tavva
FatCBST: Concurrent Binary Search Tree with Fatnodes. 356-363 - Gaurav Saxena, Peter K. Jimack
A Cache-Aware Approach to Adaptive Mesh Refinement in Parallel Stencil-Based Solvers. 364-371 - Hojin Jung, Songkuk Kim:
Sigcon: Simplifying a Graph Based on Degree Correlation and Clustering Coefficient. 372-379
Session 6A: Data Applications (DSS)
- Jan Friedrich, Christoph Lindemann, Michael Petrifke:
User Preference-Based Probability Spreading for Tag-Aware Content Recommendation. 380-387 - Amir Nakib
Dynamic Learning Optimization Algorithm for P2P-VoD Systems. 388-395 - Massimo Marchiori:
The Paradox of the Shopping Mall: Costumers Flows and Market Efficiency. 396-403
Session 6B: Security (HPCC)
- Dali Zhu, Wenjing Rong, Di Wu, Na Pang:
Lightweight Anonymous RFID Group Ownership Transfer Protocol in Multi-owner Environment. 404-411 - Cheng Xu
GAKAV: Group Authentication and Key Agreement for LTE/LTE-A Vehicular Networks. 412-418 - Zhenping Lu, Fucai Chen, Guozhen Cheng, Shuxin Li:
The Best Defense Strategy against Session Hijacking Using Security Game in SDN. 419-426
Session 6C: GPUs (HPCC)
- Cristóbal A. Navarro, Raimundo Vega, Benjamin Bustos, Nancy Hitschfeld
Block-Space GPU Mapping for Embedded Sierpiński Gasket Fractals. 427-433 - Nicola Cadenelli
Accelerating K-mer Frequency Counting with GPU and Non-Volatile Memory. 434-441 - Tiffany A. Connors, Apan Qasem:
Automatically Selecting Profitable Thread Block Sizes for Accelerated Kernels. 442-449
Session 6D: Parallel Algorithm Applications II (HPCC)
- Han Song, Yongxin Zhu, Junjie Hou, Han Wu, Long Li, Qian Wang, Meikang Qiu:
Integrated Quality Mesh Generation for Poisson Surface Reconstruction in HPC Applications. 450-457 - Shubin Su, Limin Xiao, Zhoujie Zhang, Fei Gu, Li Ruan, Shupan Li, Zhenxue He, Zhisheng Huo, Baicheng Yan, Haitao Wang, Shaobo Liu:
N2DLOF: A New Local Density-Based Outlier Detection Approach for Scattered Data. 458-465 - Kejiao Li, Hui Li, Hanxu Hou, Kedan Li, Yongle Chen:
Proof of Vote: A High-Performance Consensus Protocol Based on Vote Mechanism & Consortium Blockchain. 466-473
Session 7A: Systems Scheduling (HPCC)
- Matin Hosseini, Mohsen Amini Salehi, Raju Gottumukkala:
Enabling Interactive Video Streaming for Public Safety Monitoring through Batch Scheduling. 474-481 - Yongqiang Wang, Chase Q. Wu, Aiqin Hou:
Periodic Scheduling of Profiling-Based Floating-Window Bandwidth Reservations for Scientific Collaboration. 482-489 - Shervin Hajiamini, Behrooz A. Shirazi, Chris Cain, Hongbo Dong:
Optimal Energy-Aware Scheduling in VFI-enabled Multicore Systems. 490-497 - Rehana Begam, Wei Wang
Virtual Machine Provisioning for Applications with Multiple Deadlines in Resource-Constrained Clouds. 498-505
Session 7B: The Cloud and Virtual Systems (HPCC)
- Long Li, Ke Liu:
Guarantee-Aware Cost Effective Virtual Machine Placement Algorithm for the Cloud. 506-513 - Sonia Ikken
Cost-Efficient Big Intermediate Data Placement in a Collaborative Cloud Storage Environment. 514-521 - Kartik Joshi, Arun Raj, Dharanipragada Janakiram:
Sherlock: Lightweight Detection of Performance Interference in Containerized Cloud Services. 522-530 - Qingtian Gan, Song Wu, Hai Jin, Kun Wang:
vScope: A Fine-Grained Approach to Schedule vCPUs in NUMA Systems. 531-538
Session 7C: Tolerating and Preventing Storage Faults (HPCC)
- Jin-Min Yang, Enquan Yan:
A Diskless Checkpointing Scheme Based on Vertical Encoding to Lower Fault Tolerance Overhead. 539-546 - Xiaolong Cui, Taieb Znati, Rami G. Melhem:
Rejuvenating Shadows: Fault Tolerance with Forward Recovery. 547-554 - Zheng Zhang, Dan Feng, Zhipeng Tan, Jianxi Chen, Wei Zhou, Laurence T. Yang:
File Aware Wear Leveling for PCM-based Mobile Consumer Electronics. 555-562 - Yangyang Gao, Haitao Zhang, Yanpei Zhu, Bingchang Tang, Huadong Ma:
A Load-Aware Data Migration Scheme for Distributed Surveillance Video Processing with Hybrid Storage Architecture. 563-570
Session 7D: Embedded Systems (HPCC)
- Waqar Haque, Matthew Fontaine, Adam Vezina:
Adaptive Deadlock Detection and Resolution in Real-Time Distributed Environments. 571-577 - Bo Wan, Haizhao Luo, Kaiqi Zhou, Xi Li, Chao Wang, Xianglan Chen, Xuehai Zhou:
A Time-Aware Programming Framework for Constructing Predictable Real-Time Systems. 578-585 - Chongsheng Yu, Xin Li, Lei Ju, Yu Zhang, Jian Qin, Lei Dou, Jie Liu:
Time Mode Based Next Position Prediction System. 586-593 - Hamid Reza Faragardi, Hossein Fotouhi, Thomas Nolte, Rahim Rahmani
A Cost Efficient Design of a Multi-sink Multi-controller WSN in a Smart Factory. 594-602
HPCC Poster (Short) Papers
- Rui Wang, Libin Xu, Yuebin Bai, Zhongzhao Wang, Hailong Yang, Lijun Zhang:
Efficient Asynchronous Communication between Virtual Machines in Embedded Systems. 603-604 - Vianney Kengne Tchendji
Speeding up Coarse Grain Multicomputer Based Parallel Algorithm for Optimal Binary Search Tree by Minimizing Idleness of Processors. 605-608 - Defu Zhang, Yingdong Ma, Jinxiu Chen:
A Study of Distributed MOEA/D Based on Spark Framework. 609-610 - Yi Hua Chen, Chang Lueng Chu, Kai Jen Chen:
Measurement and Analysis of LTE Cell Range and Downlink Throughput in Suburban Area. 611-614 - Junjie Hou, Yongxin Zhu, Yulan Shen, Mengjun Li, Han Wu, Han Song:
Tackling Gaps in Floating-Point Arithmetic: Unum Arithmetic Implementation on FPGA. 615-616 - Xiangui Wang, Kedan Li, Hui Li, Yinghui Li, Zhiwei Liang:
ConsortiumDNS: A Distributed Domain Name Service Based on Consortium Chain. 617-620 - Zahra Khatami, Hartmut Kaiser
Improving the Parallel Performance of an NBody Application Using Adaptive Techniques in HPX. 621-622 - Ali Mohammed
Towards the Reproduction of Selected Dynamic Loop Scheduling Experiments Using SimGrid-SimDag. 623-626
SmartCity Poster (Short) Papers
- Aigerim Altayeva, Batyrkhan Omarov
Multi-objective Optimization for Smart Building Energy and Comfort Management as a Case Study of Smart City Platform. 627-628
DSS Poster (Short) Papers
- Manik Madhikermi, Andrea Buda, Bhargav Dave, Kary Främling:
Data Model Logger - Data Discovery for Extract-Transform-Load. 629-630 - Zhe Wang, Chang Shu, Zhiwei Zhao, Yuntong Zhang, Luqi Yang, Geyong Min:
GCG: General Consistencies Guarantee of Software-Defined Network Updates. 631-632
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