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ORCIDBDCloud-SocialCom-SustainCom 2016: Atlanta, GA, USA
- Zhipeng Cai, Rafal A. Angryk, Wen-Zhan Song, Yingshu Li, Xiaojun Cao, Anu G. Bourgeois, Guangchun Luo, Liang Cheng, Bhaskar Krishnamachari:
2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), Social Computing and Networking (SocialCom), Sustainable Computing and Communications (SustainCom), BDCloud-SocialCom-SustainCom 2016, Atlanta, GA, USA, October 8-10, 2016. IEEE Computer Society 2016, ISBN 978-1-5090-3936-4
BDCloud 2016
Session 1: Cloud Computing
- Wenhao Zhang, Hong Song, Dacheng Wang:
Performance Optimization of Underlying Operating System in Transparent Computing. 1-6 - Hani Nemati, Michel R. Dagenais:
Virtual CPU State Detection and Execution Flow Analysis by Host Tracing. 7-14 - Andy J. Rindos, Yingwei Wang:
Dew Computing: The Complementary Piece of Cloud Computing. 15-20
Session 2: Big Data in a Cloud
- Jahnavi Yalamanchili, Robert C. Green II
, Kevin S. Xu, Vijay K. Devabhaktuni:
Performance Enhanced Multiset Similarity Joins. 21-28 - Mohammad Kamrul Islam, Ragib Hasan:
Verifiable Data Redundancy in the Cloud. 29-36 - Shahid Al Noor, Md. Mahmud Hossain, Ragib Hasan:
SASCloud: Ad Hoc Cloud as Secure Storage. 37-44 - Xiaoming You, Xiaoxue Wang, Aiguo Chen, Guangchun Luo:
A Coordinated Algorithm with Resource Evaluation for Service Function Chain Allocation. 45-49
Session 3: Big Data Processing
- Vijay Akkineni, Berkay Aydin, Sajitha Naduvil-Vadukootu, Rafal A. Angryk:
Predictive Spatio-Temporal Query Processor on Resilient Distributed Datasets. 50-58 - Ahsan Javed Awan, Mats Brorsson, Vladimir Vlassov, Eduard Ayguadé:
Micro-Architectural Characterization of Apache Spark on Batch and Stream Processing Workloads. 59-66 - Ning Yu, Bing Li, Yi Pan:
A Cloud-Assisted Application over Apache Spark for Investigating Epigenetic Markers on DNA Genome Sequences. 67-74 - Siyan Lai, Yi Yang, Menghan Guo, Xiaola Lin:
Parallel Computation of Reverse PageRank Problem with Evaluating Single Page. 75-80
Session 4: Spatio-Temporal Data
- Ahmet Küçük, Shah Muhammad Hamdi, Berkay Aydin, Michael A. Schuh, Rafal A. Angryk:
Pg-Trajectory: A PostgreSQL/PostGIS Based Data Model for Spatiotemporal Trajectories. 81-88 - Xi Yang, Si Liu, Kun Feng, Shujia Zhou, Xian-He Sun:
Visualization and Adaptive Subsetting of Earth Science Data in HDFS: A Novel Data Analysis Strategy with Hadoop and Spark. 89-96 - Soukaina Filali Boubrahimi, Berkay Aydin, Dustin Kempton, Sushant S. Mahajan, Rafal A. Angryk:
Filling the Gaps in Solar Big Data: Interpolation of Solar Filament Event Instances. 97-104 - Ling Tian, Hongyu Wang, Qinyu Tang, Yimin Zhou:
Surveillance Source Compression with Background Modeling for Video Big Data. 105-110
Session 5: Machine Learning
- Zeng Yu, Ning Yu, Yi Pan, Tianrui Li:
A Novel Deep Learning Network Architecture with Cross-Layer Neurons. 111-117 - Marcin Korytkowski, Pawel Staszewski, Piotr Woldan, Rafal Scherer:
Fast Computing Framework for Convolutional Neural Networks. 118-123 - Jyoti Islam, Yanqing Zhang:
Visual Sentiment Analysis for Social Images Using Transfer Learning Approach. 124-130 - Wessam Elhefnawy, Jesse Wright, Kumara Kallepalli, Kevin Racheal, Ajay Gupta, Rohit Parimi, Parth Shah, Yaohang Li:
What Differentiates News Articles with Short and Long Shelf Lives? A Case Study on News Articles at Bloomberg.com. 131-136
Session 6: Data Mining
- Ying Ying Liu, Parimala Thulasiraman, Ruppa K. Thulasiram:
Parallelizing Active Memory Ants with MapReduce for Clustering Financial Time Series Data. 137-144 - Ying Huang, Jan L. Youtie, Alan L. Porter, Douglas K. R. Robinson, Scott W. Cunningham, Donghua Zhu:
Big Data and Business: Tech Mining to Capture Business Interests and Activities around Big Data. 145-150 - Guiduo Duan, Dan Ding, Yuan Tian, Xiaoming You:
An Improved Medical Decision Model Based on Decision Tree Algorithms. 151-156 - Ke Yan, Xiaoming You, Xiaobo Ji, Guangqiang Yin, Fan Yang:
A Hybrid Outlier Detection Method for Health Care Big Data. 157-162 - Hui Li, Deliang Yang, Lingling Yang, Yao Lu, Xiaola Lin:
Supervised Massive Data Analysis for Telecommunication Customer Churn Prediction. 163-169
SocialCom 2016
Session 7: Crowdsourcing
- Yingjie Wang, Xiangrong Tong, Zaobo He, Yang Gao, Kai Wang:
A Task Recommendation Model for Mobile Crowdsourcing Systems Based on Dwell-Time. 170-177 - Ran Bi, Xu Zheng, Guozhen Tan:
Optimal Assignment for Deadline Aware Tasks in the Crowdsourcing. 178-184 - Chun-Chi Liu, Rong Du, Shengling Wang, Chenyu Wang, Rongfang Bie, Cheonshik Kim:
Crowdsourcing Framework for Acoustic Sound Based Obstacle Echolocation through Smartphones for Visually Impaired. 185-192 - Chun-Chi Liu, Shengling Wang, Chenyu Wang, Rongfang Bie, Dongkyoo Shin:
Stackelberg Game Based Optimal Workload Allocation and Pricing Mechanism in Crowdsourcing. 193-200 - Adnan R. Manzoor, Julia S. Mollee, Eric Fernandes de Mello Araújo, Aart Tijmen van Halteren, Michel C. A. Klein:
Online Sharing of Physical Activity: Does It Accelerate the Impact of a Health Promotion Program? 201-208
Session 8: Smart City
- Yanfei Lu, Jianmin Ren, Jin Qian, Meng Han, Yan Huo, Tao Jing:
Predictive Contention Window-Based Broadcast Collision Mitigation Strategy for VANET. 209-215 - Yan Huo, Xiangqian Li, Jin Qian, Liran Ma, Xu Zheng:
A Fuzzy Adaptive Data Fusion Strategy for Intelligent Vehicle Systems. 216-222 - Benjamin C. B. Churchill, Wen Xu:
The Modem Nation: A First Study on Twitch.TV Social Structure and Player/Game Relationships. 223-228 - Chunyu Ai, Meng Han, Jinbao Wang, Mingyuan Yan:
An Efficient Social Event Invitation Framework Based on Historical Data of Smart Devices. 229-236 - Ren-Wu Yan, Hongmin Xiao:
Energy Storage System Optimization Strategy in the Distribution Network Based on Active Set Method. 237-241
Session 9: Data Clustering and Mining
- Jianpeng Qi, Yanwei Yu, Lihong Wang, Jinglei Liu:
K*-Means: An Effective and Efficient K-Means Clustering Algorithm. 242-249 - Jhon Adrián Cerón-Guzmán, Elizabeth León-Guzmán:
A Sentiment Analysis System of Spanish Tweets and Its Application in Colombia 2014 Presidential Election. 250-257 - Sultan Alzahrani, Betul Ceran, Saud Alashri, Scott W. Ruston, Steven R. Corman, Hasan Davulcu:
Story Forms Detection in Text through Concept-Based Co-Clustering. 258-265 - Vassili Rivron, Mohammad Irfan Khan, Simon Charneau, Isabelle Chrisment:
Exploring Smartphone Application Usage Logs with Declared Sociological Information. 266-273 - Mohammad A. Khan, Hillol Debnath, Cristian Borcea:
Balanced Content Replication in Peer-to-Peer Online Social Networks. 274-283
Session 10: Security and Privacy
- Meng Han, Ji Li, Zhipeng Cai, Qilong Han:
Privacy Reserved Influence Maximization in GPS-Enabled Cyber-Physical and Online Social Networks. 284-292 - Mengmeng Wang, Jianwei Liu, Jian Mao, Haosu Cheng, Jie Chen:
NSV-GUARD: Constructing Secure Routing Paths in Software Defined Networking. 293-300 - Junggab Son, Donghyun Kim, HyungGeun Oh, Dongsoo Ha, Wonjun Lee:
Toward VANET Utopia: A New Privacy Preserving Trustworthiness Management Scheme for VANET. 301-308 - Hitesh Sachdev, Hayden Wimmer, Lei Chen:
Improving Real-Time Data Streaming Security to Promote Patient and Physician Socialization. 309-316
Session 11: Sensor Network
- Ran Bi, Liang Sun, Xu Zheng, Guozhen Tan:
Adaptive Filter Based Strategy for Data Collection in Wireless Sensor Networks. 317-324 - Peng Li, Xiaoming Wang, Lichen Zhang, Junling Lu, Feng Zhang, Zaobo He:
Higher-Load Data Transmitting in Opportunistic Networks Based on Probability Analysis of Communicating Capabilities. 325-332 - Taiqi Huang, Yi Liang, Benshun Yi:
Data Gathering with Distributed Network Coding over Wireless Sensor Network. 333-337 - Junyu Lin, Guangsheng Feng, Xiuxiu Wen, Huiqiang Wang, Hongwu Lv, Qian Zhao, Jizhong Han:
MM-Sync: A Mobility Built-In Model Based Time Synchronization Approach for Underwater Sensor Networks. 338-345
Session 12: Community Detection and Influential Social Network
- Amir Mohammadinejad, Reza Farahbakhsh, Noël Crespi:
Employing Personality Feature to Rank the Influential Users in Signed Networks. 346-353 - Eunice E. Santos, John Korah, Vairavan Murugappan, Suresh Subramanian:
Effectively Handling New Relationship Formations in Closeness Centrality Analysis of Social Networks Using Anytime Anywhere Methodology. 354-361 - Abdallah Lakhdari, Aicha Chorana, Hadda Cherroun, Abdelmounaam Rezgui:
A Link Strength Based Label Propagation Algorithm for Community Detection. 362-369 - Rana Maher, David Malone:
Analysing and Predicting the Runtime of Social Graphs. 370-376 - Ruthwik R. Junuthula, Kevin S. Xu, Vijay K. Devabhaktuni:
Evaluating Link Prediction Accuracy in Dynamic Networks with Added and Removed Edges. 377-384
Session 13: Advertisement and Recommendation
- Rui Qin, Yong Yuan, Fei-Yue Wang:
Exploring Optimal Frequency Caps in Real Time Bidding Advertising. 385-392 - Meng Han, Yi Liang, Zhuojun Duan, Yingjie Wang:
Mining Public Business Knowledge: A Case Study in SEC's EDGAR. 393-400 - Rui Qin, Yong Yuan, Fei-Yue Wang:
Optimizing Market Segmentation Granularity in RTB Advertising: A Computational Experimental Study. 401-407 - Magdalini Eirinaki, Nuno Moniz, Katerina Potika:
Threshold-Bounded Influence Dominating Sets for Recommendations in Social Networks. 408-415
SustainCom 2016
Session 14: Environment Sustainability
- Xuefeng Liu, Jiannong Cao, Peng Guo:
SenetSHM: Towards Practical Structural Health Monitoring Using Intelligent Sensor Networks. 416-423 - Vinay Boddula, Lakshmish Ramaswamy, Reshma Pasumarthi, Deepak Mishra:
Data Driven Analysis of Algal Bloom Activity for Effective Water Sustainability. 424-430 - Sungjin Cho, Fumin Zhang, Catherine R. Edwards:
Tidal Variability of Acoustic Detection. 431-436 - Mohammad Shahriar Rahman, Shinsaku Kiyomoto:
Secure Bike Sharing System for Multi-Modal Journey. 437-444
Session 15: Smart Energy
- Tobias Jacobs, Sebastien Nicolas, Tae-Gil Noh, Anett Schuelke, Hans Auer, Daniel Schwabeneder, Daniele Basciotti, Edmund Widl, Sawsan Henein, Olatz Terreros:
Increasing the Utilization Ratio of Photovoltaic Energy by Network Hybridization. 445-452 - Gengqiang Huang, Junjie Yang, Chunjuan Wei:
Cost-Effective and Comfort-Aware Electricity Scheduling for Home Energy Management System. 453-460 - Chin E. Lin, Bao Chau Phan:
Optimal Hybrid Energy Solution for Island Micro-Grid. 461-468 - Shweta Jain, Nicholas Madamopoulos:
Ahorrar: Indoor Occupancy Counting to Enable Smart Energy Efficient Office Buildings. 469-476
Session 16: Energy-Aware Computing
- Da Li, Xinbo Chen, Michela Becchi, Ziliang Zong:
Evaluating the Energy Efficiency of Deep Convolutional Neural Networks on CPUs and GPUs. 477-484 - Xinbo Chen, Ziliang Zong:
Android App Energy Efficiency: The Impact of Language, Runtime, Compiler, and Implementation. 485-492 - Markus Fiedler, Adrian Popescu, Yong Yao:
QoE-Aware Sustainable Throughput for Energy-Efficient Video Streaming. 493-500 - Chengliang Wang, Fei Ma, Yunpeng Wang, Debraj De, Sajal K. Das:
How to High-Efficiently Acquire Activity Pattern in Smart Environment. 501-508
Session 17: Energy-Aware Networking
- Samuel Baugh, Gruia Calinescu, David Rincon-Cruz, Kan Qiao:
Improved Algorithms for Two Energy-Optimal Routing Problems in Ad-Hoc Wireless Networks. 509-516 - Suk-Un Yoon, Liang Cheng:
A Novel Topology Control with Reconfigurable Radio for Sustainable Wireless Ad Hoc Networks. 525-532 - Zhen Hong, Rui Wang, Tingting Song, Qian Shao, Lidan Zhou:
Energy-Efficient and Power-Optimal Topology Control with Potential Game for Heterogeneous Wireless Sensor Networks. 533-540 - Qiang Liu, Tao Han, Gang Wu:
Computing Resource Aware Energy Saving Scheme for Cloud Radio Access Networks. 541-547
BDCloud 2016 Workshops
Workshop 1: Applications of Big Data Science (ABDS 2016)
- Guangchun Luo, Xiaoyu Luo, Thomas Fairley Gooch, Ling Tian, Ke Qin:
A Parallel DBSCAN Algorithm Based on Spark. 548-553 - Hao Ji, Seth H. Weinberg, Min Li, Jianxin Wang, Yaohang Li:
An Apache Spark Implementation of Block Power Method for Computing Dominant Eigenvalues and Eigenvectors of Large-Scale Matrices. 554-559 - Carlos Cepeda, Dan Chia-Tien Lo, Pablo Ordóñez:
Feature Selection and Improving Classification Performance for Malware Detection. 560-566
Workshop 2: Big Data and Cloud Applications (BDCloudAPP 2016)
- Soulmaz Salehian, Yonghong Yan:
Comparison of Spark Resource Managers and Distributed File Systems. 567-572 - Chengyu Yan, Zhihua Li, Xinrong Yu, Ning Yu:
Bayesian Networks-Based Selection Algorithm for Virtual Machine to Be Migrated. 573-578 - Aiguo Chen, Hanwen Xing, Kun She, Guiduo Duan:
A Dynamic Risk-Based Access Control Model for Cloud Computing. 579-584 - Wei Peng, Yongjiang Li, Bing Li, Xiangyuan Zhu:
An Analysis Platform of Road Traffic Management System Log Data Based on Distributed Storage and Parallel Computing Techniques. 585-589 - Yingwei Wang, David Leblanc:
Integrating SaaS and SaaP with Dew Computing. 590-594 - Xiangbo Li, Mohsen Amini Salehi, Magdy A. Bayoumi:
VLSC: Video Live Streaming Using Cloud Services. 595-600
Workshop 3: Big Data and Cloud Computing in Bioinformatics (BDACCB 2016)
- Andrew Andersen, Wooyoung Kim, Munehiro Fukuda:
MASS-Based NemoProfile Construction for an Efficient Network Motif Search. 601-606 - Maha M. Abdelrasoul, Yaohang Li:
Coarse-Grained Contact Potential Helps Improve Fold Recognition Sensitivity in Template-Based Protein Structure Modeling. 607-612 - Andrew Dinh, Daniel Brill, Yaohang Li, Wu He:
Malware Sequence Alignment. 613-617 - Xin Wang, Yanshuang Ren, Yehui Yang, Wensheng Zhang, Neal N. Xiong:
A Weighted Discriminative Dictionary Learning Method for Depression Disorder Classification Using fMRI Data. 618-623
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