Program

IEEE BigDataService 2015                                                  Date: (Tuesday) March 31, 2015

 

8:00am- 8:30am

Opening Remarks  

 

8:30am-9:30am 

Keynote #1:   (Ballroom) - Dr. Jian Pei (School of Computing Science Simon Fraser University )                                                 Chair: Farokh B. Bastani

 

Title:  Connecting Big Data with Many People

 

9:30am-9:45am

Break

 

9:45am-10:45am  

Session 1A: Big Data Networking (Salon #1)

Chair:    Shui Yu

 

 

Paper ID

Title

Authors

 

85

Interest-based Mining and Modeling of Big Mobile Networks

Saeed Moghaddam and Ahmed Helmy.

 

143

A Hybrid Network Architecture for Data Centers

Mohammad Naimur Rahman and Amir Esmailpour.

 

9:45am-10:45am 

Session 1B: Big Data Education and learning   (Salon #2)

Chair:  Wenjun Wu

Paper ID

Title

Authors

96

Interactive Visual Text Analysis for Corpus-Based Language Learning

Ying Zhu and Ericson Friginal

 

155

Philosophy of Big Data

Melanie Swan

 

10:45am-11:00am

Break

 

11:00am-12:30pm

Session 2A: Big Data Computing and Service (I) (Salon #1)

Chair:   Longbing Cao

 

 

Paper ID

Title

Authors

 

39

Scalable Security Event Aggregation for Situation Analysis

Jinoh Kim, Ilhwan Moon, Kyung Il Lee, Sang Suh and Ikkyun Kim

 

130

Big Graph Processing Systems: State-of-the-art and Open Challenges

Sherif Sakr.

 

54

Fast Quantitative Analysis of Stock Trading Points in Dual Period of DMAC

Yi Wei and Vipin Chaudhary

 

33

An Optimized Generic Client Service API for Managing Large Datasets within a Data Repository

Ajinkya Prabhune, Thomas Jejkal, Volker Hartmann, Rainer Stotzka, Juergen Hesser, Michael Hausmann, Eberhard Schmitt and Margund Bach

 

11:00am- 12:30pm

Session 2B: Big Data Sensing and IoT (Salon #2)

Chair:   Shui Yu

 

 

Paper ID

Title

Authors

 

 

89

Monitoring Noise Pollution Using The Urban Civics Middleware

Sara Hachem, Vivien Mallet, Raphael Ventura, Pierre-Guillaume Raverdy, Animesh Pathak, Valerie Issarny and Rajiv Bhatia

 

 

63

Performance Characterization of the servIoTicy API: an IoT-as-a-Service Data Management Platform

Juan Luis Pérez and David Carrera

 

 

162

Using Bayesian Belief Networks for Cyber-Physical Systems Data Analysis: A Framework for Effective Management and Operation of Complex Systems

Joseph Siryani

 

 

146

Big Data Sensing and Services: A Tutorial

Jerry Gao, Lihui Lei, and Shui Yu

 

12:30pm–1:10pm

Lunch

 

1:10pm-2:00pm

Keynote #2 (Ballroom) – Louis Schreier                      Chair:   Axel Küpper

Title: Mobile Cloud and Data, One Telekom Perspective

 

2:00pm- 3:30pm

Session 3A: Big Data Computing and Service (II) (Salon #1)

Chair:  

 

Paper ID

Title

Authors

 

 

59

When Good-Enough is Enough: Complex Queries at Fixed Cost

Nathan Mickulicz, Rolando Martins, Priya Narasimhan and Rajeev Gandhi

 

 

50

Web Service-enabled Spam Filtering with Naïve Bayes Classification

Wanqing You, Kai Qian, Prabir Bhattacharya, Ying Qian and Dan Lo.

 

 

149

BDAP: A Big Data Placement Strategy for Cloud-Based Scientific Workflows

Mahdi Ebrahimi, Aravind Mohan, Shiyong Lu and Andrey Kashlev.

 

 

58

Do You Feel the Lag of Your Hadoop?

Yuxuan Jiang, Zhe Huang and Danny H.K. Tsang

 

2:00pm- 3:30pm

Session 3B: Big Data Security (Salon #2)

Chair:   Jennifer Zhengy Le

 

 

Paper ID

Title

Authors

 

41

Secure Scalar Product for Big-Data using MapReduce

Liu Fang

 

48

A Sticky Policy Framework for Big Data Security

Shuyu Li, Jerry Gao and Younghee Park

 

71

A Secure Video Deduplication Scheme in Cloud Storage Environments using H.264 Compression

Fatema Rashid, Ali Miri and Isaac Woungang

 

115

Security Implications of Direct-to-consumer Genetic Services

Jingquan Li

 

3:30pm- 4:00pm

Break

 

4:00pm- 6:00pm

Session 4A: Big Data Computing and Service (III)

(Salon 1)

Chair:  Longbing Cao

 

 

Paper ID

Title

Authors

 

27

Dynamically Scaling Apache Storm for the Analysis of Streaming Data

Jan Sipke Van Der Veen, Bram Van Der Waaij, Elena Lazovik, Wilco Wijbrandi and Robert Meijer

 

82

Power Efficient MapReduce Workload Acceleration using Integrated-GPU: Case Study

Sungye Kim, Jeremy Bottleson, Jingyi Jin, Preeti Bindu, Snehal Sakhare and Joseph Spisak

 

20

Incremental Sorting for Large Dynamic Data Sets in Support of Data Analysis

Ahmet Aydin and Kenneth Anderson

 

56

Modeling and Designing Fault-Tolerance Mechanisms for MPI-based MapReduce Data Computing Framework

Jian Lin, Fan Liang, Xiaoyi Lu, Li Zha and Zhiwei Xu

 

4:00pm- 6:30pm

Session 4B: Big Data Energy and Environment (Salon 2)

Chair:  Gang Xie

 

 

Paper ID

Title

Authors

 

123

Predictive Analytics for Extreme Events in Big Data

Saahil Shenoy and Dimitry Gorinevsky

 

49

Scalable Geospatial Web Services through Efficient, Online and Near Real-time Processing of Earth Observation Data

Athanasios Karmas and Konstantinos Karantzalos

 

91

Current Developments in Big Data and Sustainability Sciences in Citizen Science Applications

Katherine G. Herbert, Jerry Alan Fails, Emily Hill, Andrew J. De Stefano, Varsha Nimbagal, Nikita S. Panchariya, Revathi Ragupathy and Serkan Yavuz

 

144

An Efficient Electricity Generation Forecasting System Using Artificial Neural Network Approach with Big Data

Mohammad Naimur Rahman and Amir Esmailpour

 

 

141

The Management of Application of Big Data in Internet of Thing in Environmental Protection

Shengqiang Lu, Gang Xie

 

7:00pm- 9:00pm

Conference Reception Dinner (HOTEL)

 

 

IEEE BigDataService 2015                          Date: (Wednesday) April 1, 2015

 

8:00am- 9:00am

Keynote #2:   (Ballroom) – Dr. Prasant Mohapatra (University of California)  

           Chair: W.T Tsai

Title: Smart Sensing Service using Smart Sensors"

9:00am-9:15am

Break

9:15am-10:45am 

Session 5A: Big Data Modeling, Sharing Technologies and Platforms (Salon #1)

Chair:    Zehua Chen/T .Y. Lin

 

Paper ID

Title

Authors

126

AntsBOA: A New Time Series Pipeline for Big Data Processing, Analyzing and Querying in Online Advertising Application

Bin Song, Khaled Elmeleegy, Shaosu Liu, Santanu Kolay and Lawrence Lo.

31

Towards Building an Efficient Health Data Analytics Platform

Sangwhan Cha and Syed Sr Abidi

 

35

Industrial Analytics Pipelines

K. Eric Harper, Jiang Zheng, Sam Ade Jacobs, Aldo Dagnino, Anton Jansen, Thomas Goldschmidt and Adamantios Marinakis

 

95

From Google File System to Omega: a Decade of Advancement in Big Data Management at Google

Jade Yang

9:15am-10:45am

 

 

 

 

 

 

Session 5B: Big Data Application and Industry Experience (Salon #2)

Chair:Chandrasekar Vuppalapati

Paper ID

Title

Authors

157

Building a Big Data Analytics Service Framework for Mobile Advertising and Marketing

Lei Deng, Jerry Gao, Chandrasekar Vuppalapati

158

Favored Encryption Techniques and Evaluation for Big Data in a Cloud

Chungsik Song, Younghee Park, Jerry Gao and Sri Kinnera Nanduri

160

Building an IoT Framework for Connected Dairy

Chandrasekar Vuppalapati and Anitha Ilapakurti

77

Carotene: A Job Title Classification System for the Online Recruitment Domain

Faizan Javed, Qinlong Luo, Matt McNair, Ferosh Jacob, Meng Zhao and Tae Seung Kang

10:30am-11:00am

Break

11:00am- 12:30am

Session 6A: Big Data Modeling, Sharing Technologies and Platforms   (Salon #1)

Chair:   Longbing Cao

 

Paper ID

Title

Authors

79

Table2Graph: A Scalable Graph Construction From Relational Tables using Map-Reduce

Sangkeun Lee, Seung-Hwan Lim and Byung-Hoon Park.

112

Index Selection on MapReduce Relational-Database

Fatimah Alsayoud and Ali Miri

 

30

A low rank Gaussian process model for prediction of very large datasets

Roberto Rivera

11:00am- 12:30am

Session 6B: Big Data Transportation and Tourism (Salon #2)

Chair:   Yinghua Huang

 

Paper ID

Title

Authors

 

106

The Impact of Perceived Security on Consumer Loyalty: A Study Applied to Online Tourism Purchasing

Feng Cui, Derong Lin and Yinghua Huang

 

135

Understanding airline passenger behavior through PNR, SOW and web trends data analysis

Sien Chen, Jianping Zhu, Qichang Xie, Wenqiang Huang  and Yinghua Huang

 

154

The 5I model of Smart City: a case of Shanghai, china

Lin Xixi, Quan Hua, Zhang Hong and Huang Yinghua

12:30pm – 1:30pm

Lunch

1:30pm- 2:30pm

Keynote #3:(Ball Room) Dr. Sajal Das (Missouri University of Science and Technology )      Chair: Dijiang Huang

Title: Participatory and Mobile Phone Sensing: Challenges and Opportunities

2:30pm- 3:00pm

Break

3:00pm- 7:00pm

San Francisco Tour (Free for Everyone with a ticket. Each registration has one ticket)

7:00pm- 9:00pm

Banquet (Dinner) (Free for Everyone with a ticket. Each registration has one ticket)

 

 

 

IEEE BigDataService 2015                                                  Date: (Thursday), April 2, 2015

 

9:00am-10:45am 

Session 7A: Big Data Center and Information Banking (II) (Salon #1)

Chair:    Micelle Chen and Dequing Wang

 

Paper ID

Title

Authors

 

84

A Framework for Multi-tasking Data-Intensive Management Services in High Performance Computing Environments

Sivakumar Kulasekaran, Maria Esteva, Jessica Trelogan and Si Liu

 

132

Inferring Risk Aversion for Decentralized Investment Portfolios

Jason West

9:00am-10:45am

Session 7B: Big Data Center and Information Banking (Salon #2)

Chair: :    Micelle Chen and Dequing Wang

Paper ID

Title

Authors

66

A Topology-aware Optimal Data Allocation Algorithm for Big Data Infrastructure

Wuhui Chen, Banage T.G.S. Kumara, Incheon Paik and Zhenni Li

51

standing Library User Engagement Strategies through Large-Scale Twitter Analysis 

Hongbo Zou, Hsuanwei Michelle Chen and Sharmistha Dey.

45

Semi-supervised Learning on Cross-Lingual Sentiment Analysis with Space Transfer

SuryaXiaonan He, Hui Zhang, Wenhan Chao and Deqing Wang

43

Modeling Both Coarse-grained and Fine-grained Topics in Massive Text Data

Weifan Zhang, Hui Zhang, Yuan Zuo and Deqing Wang

10:45am- 11:00pm

Break

11:00am- 12:30am

Session 8A: Big Data Intelligence and Knowledge Engineering (I) (Salon #1)

Chair:   Magdalini Elrinaki

 

Paper ID

Title

Authors

37

Distributed data collection, correlation and data reduction for iterative streaming analytics in Wireless Mobile Networks

Surya Kovvali and Chip Boyle

150

An Evolutionary Rule Mining Method for Continuous Value Prediction from Incomplete Database and Its Application Utilizing Artificial Missing Value

Kaoru Shimada, Takaaki Arahira and Takashi Hanioka

113

Structural Health Monitoring with On-line Support Vector Machines

Structural Health Monitoring with On-line Support Vector Machines

11:00am- 12:30am

Session 8B: Big Data Transportation and Tourism (II) (Salon #2)

Chair:   Yinghua Huang

 

Paper ID

Title

Authors

140

Research on LBS Impact on college Students’ travel experience

Tingting Tu, Yunpeng Li, Yongyang Yu, Zongqing Zhou and Xiaohan Yang

62

A Study of the Commercial Application of Big Data of the International Hotel Group in China—Based on the Case Study of Marriott International

Ying Zhang, Sheng Shu, Zhongjuan Ji and Yaxin Wang.

Invited Talk: IBM System Big Data Cloud Offering and Case Study In China Mobile, Hongwei Sun, IBM

12:30pm – 2:00pm

Lunch

2:00pm- 3:30pm

Session 9A: Big Data Intelligence and Knowledge Engineering (Salon #1)

Chair:   Magdalini Elrinaki

 

Paper ID

Title

Author

11

A Scalable Hierarchical Clustering Algorithm Using Spark

Chen Jin, Ruoqian Liu, Zhengzhang Chen, William Hendrix, Ankit Agrawal and Alok Choudhary

15

The Use of Domain Knowledge Models for Effective Data Mining of Unstructured Customer Service Data in Engineering Applications

Tyler Munger, Subhas Desa and Chris Wong

75

An Evolutionary Algorithm for column family schema optimization in Hbase

Fangzhou Yang, Dragan Milosevic and Jian Cao

100

Analytics: Key to go from hoarding Big Data to deriving Value

Deepali Arora and Piyush Malik

3:30pm- 4:00pm

Break

4:00pm- 5:00pm

Session 10A: Bio-Medical and Healthcare Services  (Salon #1)

Chair:  Haogang Zhu/Wenjun Wu

 

Paper ID

Title

Authors

129

MOOC for Medical Big Data Research

Xinyan Wang, Liyuan Tian and Wenjun Wu

38

Bio-medical Application on Predicting Systolic Blood Pressure Using Neural Networks

Tony Hao Wu, Enid Wai-Yung Kwong and Grantham Kwok-Hung Pang

5:00pm- 5:15pm

Break

5:15pm– 6:00pm

Session 11A: Multi-media and Social Networking    (Salon #1)

Chair:  Shui Yu

 

Paper ID

Title

Authors

65

Finding and Analyzing Principal Features for Measuring User Influence on Twitter

Yan Mei, Youliang Zhong and Jian Yang

72

Community-Aware Prediction of Virality Timing Using Big Data of Social Cascades

Alvin Junus, Ming Cheung, James She and Zhanming Jie

5:15pm– 6:00pm

Session 11B: Big Data Application and Industry Experience   (Salon #2)

Chair:  Young-Hee Park

 

Paper ID

Title

Authors

76

WebScalding: A Framework for Big Data Webservices

Ferosh Jacob, Aaron Johnson, Faizan Javed, Meng Zhao and Matt McNair

142

Hadoop as Big Data Operating System – The Emerging Approach for Managing Challenges of Enterprise Big Data Platform

Sourav Mazumder and Subhankar Dhar.

6:0pm- 6:15pm

Closing Remarks