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ISSN: 2332-7790

Privacy-Preserving Data Encryption Strategy for Big Data in Mobile Cloud Computing (Abstract)

Keke Gai , Department of Computer Science, Pace University, New York, NY 10038, USA.(email:kg71231w@pace.edu)

Secure Authentication in Cloud Big Data with Hierarchical Attribute Authorization Structure (Abstract)

Yan Zhang , Department of Informatics, University of Oslo, Norway. (e-mail: yanzhang@ieee.org).

NGD: Filtering Graphs for Visual Analysis (Abstract)

Xiaodi Huang , Xiaodi Huang is with School of Computing and Mathematics, Charles Sturt University, Australia.(email:xhuang@csu.edu.au)
Changqin Huang , Xiaodi Huang is with School of Computing and Mathematics, Charles Sturt University, Australia.(email:xhuang@csu.edu.au)

Deep Model Based Transfer and Multi-Task Learning for Biological Image Analysis (Abstract)

Wenlu Zhang , Wenlu Zhang is with the Department of Computer Science, Old Dominion University, Norfolk, VA, 23529.(email: wzhang@cs.odu.edu)

Benchmarking Blocking Algorithms for Web Entities (Abstract)

Vasilis Efthymiou , Vasilis Efthymiou is with the University of Crete and ICS-FORTH, Greece. (email: vefthym@ics.forth.gr)

LS-Decomposition for Robust Recovery of Sensory Big Data (Abstract)

Xiao-Yang Liu , Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, Shanghai China (e-mail: yanglet@sjtu.edu.cn)
Xiaodong Wang , EE, Columbia University, New York, New York United States 10027 (e-mail: wangx@ee.columbia.edu)

Cloud Infrastructure Resource Allocation for Big Data Applications (Abstract)

Wenyun Dai , Computer Science Department, Pace University, NY 10038, USA.

MtMR: Ensuring MapReduce Computation Integrity with Merkle Tree-based Verifications (Abstract)

Yongzhi Wang , Yongzhi Wang is with the School of Computer Science and Technology, Xidian University, Xi’an, Shaanxi, China, 710071, and the Key Laboratory of Grain Information Processing and Control (Henan University of Technology), Ministry of Education. (email: yzwang@xidian.edu.cn)

Accelerating MapReduce on Commodity Clusters: An SSD-Empowered Approach (Abstract)

Bo Wang , Bo Wang is with the Department of Computer Science and Technology, Tsinghua National Laboratory for Information Science and Technology, Ministry of Education Key Laboratory for Earth System Modeling, Center for Earth System Science, Tsinghua University, Beijing 100084, China. (email: bo-wang11@mails.tsinghua.edu.cn)

Kira: Processing Astronomy Imagery Using Big Data Technology (Abstract)

Zhao Zhang , Zhao Zhang is with the AMPLab and Berkeley Institute for Data Science, UC Berkeley. (email: zhaozhang@eecs.berkeley.edu)

Big Data Privacy in Biomedical Research (Abstract)

Shuang Wang , Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093.

Extracting Medical Knowledge from Crowdsourced Question Answering Website (Abstract)

Yaliang Li , State University of New York at Buffalo, 338 Davis Hall, Buffalo, NY 14260, USA. (email: yaliangl@buffalo.edu)

Structural Balance Theory-based E-commerce Recommendation over Big Rating Data (Abstract)

Lianyong Qi , Lianyong Qi is with State Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, China, 210023.(email:lianyongqi@gmail.com)

Big Data Analysis based Security Situational Awareness for Smart Grid (Abstract)

Mianxiong Dong , Department of Physics, Department of Information and Electric Engineering, Muroran Institute of Technology, Muroran 050-8585, Japan. (email: mx.dong@csse.muroran-it.ac.jp)

Comorbidity Patterns and its Impact on Health Outcomes: Two-way Clustering Analysis (Abstract)

Nabil R. Adam , Office of the Chancellor, Rutgers University, 123 Washington Street, Newark, NJ 0702 (Email: adam@adam.rutgers.edu)

A Mathematical Programming Formulation for Optimal Load Shifting of Electricity Demand for the Smart Grid (Abstract)

R. Lily Hu , Department of Mechanical Engineering, University of California at Berkeley, Berkeley, CA, 94720. (e-mail: lhu@berkeley.edu)

BioCyBig: A Cyberphysical System for Integrative Microfluidics-Driven Analysis of Genomic Association Studies (Abstract)

Mohamed Ibrahim , Department of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA (e-mail: mohamed.s.ibrahim@duke.edu)

QuantCloud: Big Data Infrastructure for Quantitative Finance on the Cloud (Abstract)

Peng Zhang , P. Zhang is with the College of Engineering and Applied Sciences, Stony Brook University, NY 11794. (email:peng.zhang@stonybrook.edu)

Attribute-Based Storage Supporting Secure Deduplication of Encrypted Data in Cloud (Abstract)

Hui Cui , Secure Mobile Centre, School of Information Systems, Singapore Management University. (e-mail: hcui@smu.edu.sg).

A Situational Analytic Method for User Behavior Pattern in Multimedia Social Networks (Abstract)

Zhiyong Zhang , Information Engineering College, Henan University of Science and Technology, Luoyang 471023, China (e-mail: xidianzzy@126.com).

Control of Large-scale Cyber-physical Systems with Agents Having Various Dynamics (Abstract)

Kazunori Sakurama , Graduate School of Engineering, Tottori University, 4-101 Koyama-Minami, Tottori 680-8552 Japan. (e-mail: sakurama@mech.tottori-u.ac.jp).

Scalable Uncertainty-Aware Truth Discovery in Big Data Social Sensing Applications for Cyber-Physical Systems (Abstract)

Dong Wang , Department of Computer Science and Engineering University of Notre Dame Notre Dame, IN 46556 (e-mail: dwang5@nd.edu).

Ring: Real-Time Emerging Anomaly Monitoring System over Text Streams (Abstract)

Weiren Yu , School of Computer Science and Engineering, Beihang University, Beijing, China. (e-mail: yuwr@act.buaa.edu.cn).

Dynamics of Public Opinions in an Online and Offline Social Network (Abstract)

Yucheng Dong , Sichuan University, Chengdu, Sichuan Province, 610065, China.(email:ycdong@scu.edu.cn)

Iterative Classifier Fusion System for the Detection of Android Malware (Abstract)

Jemal Abawajy , Deakin University, Australia (e-mail: jemal@deakin.edu.au).

An Adaptive Pattern Learning Framework to Personalize Online Seizure Prediction (Abstract)

Cao Xiao , Department of Industrial & Systems Engineering, University of Washington, Seattle, WA 98195, USA (e-mail: xiaoc@uw.edu)

A Machine Learning Based Framework for Verification and Validation of Massive Scale Image Data (Abstract)

Junhua Ding , Department of Computer Science, East Carolina University, Greenville, NC, 27858 USA (e-mail: dingj@ecu.ed).
Xin-Hua Hu , Department of Computer Science, East Carolina University, Greenville, NC, 27858 USA (e-mail: dingj@ecu.ed).
Venkat Gudivada , Department of Computer Science, East Carolina University, Greenville, NC, 27858 USA (e-mail: dingj@ecu.ed).

A Novel Methodology to Acquire Live Big Data Evidence from the Cloud (Abstract)

Aniello Castiglione , Department of Computer Science, University of Salerno, Via Giovanni Paolo II, 132 - I-84084 Fisciano (SA) - Italy (e-mail: castiglione@computer.org)

3D Terrain Multiobjective Deployment Optimization of Heterogeneous Directional Sensor Networks in Security Monitoring (Abstract)

Zhihan Lv , Department of Computer Science, University College London, 66-72 Gower Street, London WC1E 6EA, United Kingdom. (e-mail: z.lu@ucl.ac.uk).

Distributed Sparse Class-Imbalance Learning and its Applications (Abstract)

chandresh maurya , Department of Computer Science & Engineering, Indian Institute of Technology, Roorkee-247667, Haridwar, U.K., India.

Efficient Recommendation of De-identification Policies using MapReduce (Abstract)

Xiaofeng Ding , Services Computing Technology and System Lab, Cluster and Grid Computing Lab, the School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China.(email:xfding@hust.edu.cn)

Managing Big Interval Data with CINTIA: the Checkpoint INTerval Array (Abstract)

Philippe Cudre-Mauroux , eXascale Infolab University of Fribourg—Switzerland (e-mail: pcm@unifr.ch).

Velocity-Aware Parallel Encryption Algorithm with Low Energy Consumption for Streams (Abstract)

Xiongwei Fei , College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, China (e-mail: feixiongwei@hnu.edu.cn)

Revocable Identity-Based Access Control for Big Data with Verifiable Outsourced Computing (Abstract)

Hu Xiong , School of Information and Software Engineering, University of Electronic Science and Technology of China, Chengdu 610054, China

Security-Aware Resource Allocation for Mobile Social Big Data: A Matching-Coalitional Game Solution (Abstract)

Zhou Su , Shanghai Key Laboratory of Power Station Automation Technology, School of Mechanics and Automatics, Shanghai University, Shanghai 200072, China (e-mail: zhousu@ieee.org)

Heterogeneous Data Storage Management with Deduplication in Cloud Computing (Abstract)

Zheng Yan , State Key Laboratory of Integrated Services Networks, School of Cyber Engineering, Xidian University, POX 91, No. 2 South Taibai Road, 710071, Xi’an, China, and also with the Department of Communications and Networking, Aalto University, Otakaari 5, 02150, Espoo, Finland (e-mail: zyan@xidian.edu.cn).

Game Theory Based Correlated Privacy Preserving Analysis in Big Data (Abstract)

Xiaotong Wu , State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, P. R. China.(email:wxt199003@gmail.com)

NPP: A New Privacy-Aware Public Auditing Scheme for Cloud Data Sharing with Group Users (Abstract)

Anmin Fu , School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, PR China.

PPHOPCM: Privacy-preserving High-order Possibilistic c-Means Algorithm for Big Data Clustering with Cloud Computing (Abstract)

Laurence T. Yang , Department of Computer Science, St. Francis Xavier University, Canada.(email:ltyang@gmail.com)

A Pre-Authentication Approach to Proxy Re-encryption in Big Data Context (Abstract)

Kun Wang , Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Nanjing University of Posts and Telecommunications, Nanjing 210003, China. (e-mail: kwang@njupt.edu.cn).

CloudFinder: A System for Processing Big Data Workloads on Volunteered Federated Clouds (Abstract)

Abdelmounaam Rezgui , Department of Computer Science and Engineering, New Mexico Tech, Socorro, NM, 87801. (e-mail: rezgui@cs.nmt.edu).

Secure k-NN Query on Encrypted Cloud Data with Multiple Keys (Abstract)

Hua Wang , The Centre of Applied Informatics, College of Engineering and Science, Victoria University, Australia/Department of Computer Science, Taiyuan Normal University, China (email: hua.wang@vu.edu.au)

Computation Outsourcing Meets Lossy Channel: Secure Sparse Robustness Decoding Service in Multi-Clouds (Abstract)

Yushu Zhang , Chongqing Key Laboratory of Nonlinear Circuits and Intelligent Information Processing, School of Electronics and Information Engineering, Southwest University, Chongqing 400715, China, and School of Information Technology, Deakin University, Victoria 3125, Australia (e-mail: yushuboshi@163.com)

Time Series Anomaly Detection for Trustworthy Services in Cloud Computing Systems (Abstract)

Chengqiang Huang , College of Engineering, Mathematics and Physical Sciences, University of Exeter, Exeter EX4 4QF, U.K. (e-mail: ch544@exeter.ac.uk).

Trustworthiness Evaluation-based Routing Protocol for Incompletely Predictable Vehicular Ad hoc Networks (Abstract)

Christian Esposito , Department of Computer Science, University of Salerno, I-84084 Fisciano (SA) Italy.(email:esposito@unisa.it)

Semantic-based and Entity-Resolution Fusion to Enhance Quality of Big RDF Data (Abstract)

Mourad Ouziri , Universite Paris Descartes. (e-mail: mourad.ouziri@parisdescartes.fr).

Novel Geometric Area Analysis Technique for Anomaly Detection using Trapezoidal Area Estimation on Large-Scale Networks (Abstract)

Nour Moustafa , Australian Centre for Cyber Security, University of New South Wales, 7800 Canberra, Australian Capital Territory Australia (e-mail: nour.moustafa@unsw.edu.au)
Jill Slay , Australian Centre for Cyber Security, University of New South Wales, 7800 Canberra, Australian Capital Territory Australia (e-mail: j.slay@adfa.edu.au)
Gideon Creech , Australian Centre for Cyber Security, University of New South Wales, 7800 Canberra, Australian Capital Territory Australia (e-mail: G.Creech@adfa.edu.au)

Survey on Improving Data Utility in Differentially Private Sequential Data Publishing (Abstract)

Xinyu Yang , Department of Comptuer Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi China (e-mail: yxyphd@mail.xjtu.edu.cn)
Teng Wang , Department of Comptuer Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi China (e-mail: wangteng0610@stu.xjtu.edu.cn)
Xuebin Ren , Department of Comptuer Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi China (e-mail: xuebinren@mail.xjtu.edu.cn)
Wei Yu , Computer and Information Science, Towson University, Towson, Maryland United States 21252 (e-mail: wyu@towson.edu)

Deep Features Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network (Abstract)

Min Chen , School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, HuBei China (e-mail: minchen@ieee.org)
Xiaobo Shi , Huazhong University of Science and Technology, 12443 Wuhan, Hubei China (e-mail: xiaoboshi.cs@qq.com)
Yin Zhang , Zhongnan University of Economics and Law, 12445 Wuhan, Hubei China 430073 (e-mail: yin.zhang.cn@ieee.org)
Di Wu , the Department of Computer Science, School of Information, Sun Yat-sen University, Guangzhou, Guangdong China (e-mail: wudi27@sysu.edu.cn)
Mohsen Guizani , ECE, University of Idaho, 5640 Moscow, Idaho United States 83844-1023 (e-mail: mguizani@ieee.org)

Mining the Most Influential $k$-Location Set From Massive Trajectories (Abstract)

Yuhong Li , Computer and Information Science, University of Macau, Macao, Nil Macao (e-mail: yb27407@umac.mo)
Jie Bao , Microsoft Research Asia, 216064 Beijing, Beijing China 100080 (e-mail: jiebao@microsoft.com)
Yanhua Li , Computer Science Department, Worcester Polytechnic Institute (WPI), Worcester, Massachusetts United States (e-mail: yli15@wpi.edu)
Yingcai Wu , Computer Science, Zhejiang University, 12377 Hangzhou, Beijing China 310058 (e-mail: ycwu@zju.edu.cn)
Zhiguo Gong , Department of Computer and Information Science, University of Macau, Macao, Macao Macao (e-mail: fstzgg@umac.mo)
Yu Zheng , Microsoft Research Asia, Beijing, Beijing China 100080 (e-mail: yuzheng@microsoft.com)

Spamdoop: A privacy-preserving Big Data platform for collaborative spam detection (Abstract)

Abdelrahman AlMahmoud , Computer Engineering, Khalifa University of Science Technology and Research, 105955 Abu Dhabi, Abu Dhabi United Arab Emirates (e-mail: abdelrahman.almahmoud@kustar.ac.ae)
Ernesto Damiani , Information Technology, Universit? degli Studi di Milano, Crema, CR Italy 26013 (e-mail: ernesto.damiani@kustar.ac.ae)
Hadi Otrok , Computer Engineering, Khalifa University of Science, Technology and Research, Abu Dhabi, Abu Dhabi United Arab Emirates (e-mail: Hadi.Otrok@kustar.ac.ae)
Yousof Al-Hammadi , Khalifa University of Science, Technology and Research, Computer Engineering, Abu Dhabi, Abu Dhabi United Arab Emirates (e-mail: yousof.alhammadi@kustar.ac.ae)

Effective Prediction of Missing Data on Apache Spark over Multivariable Time Series (Abstract)

Weiwei Shi , Electronic Science and Technology, Shanghai Jiao Tong University, 12474 Shanghai, Shanghai China 200240 (e-mail: iamweiweishi@sjtu.edu.cn)
Yongxin Zhu , Sch. of Microelectronics, Shanghai Jiao Tong University, Shanghai, ShangHai China (e-mail: zhuyongxin@sjtu.edu.cn)
Philip Yu , Computer Science, University of Illinois at Chicago, 14681 Chicago, Illinois United States (e-mail: psyu@uic.edu)
Jiawei Zhang , Univ Illinois at Chicago, Chicago, Illinois United States (e-mail: jzhan9@uic.edu)
Tian Huang , Cavendish Laboratory, University of Cambridge, 2152 Cambridge, Cambridgeshire United Kingdom of Great Britain and Northern Ireland (e-mail: th523@cam.ac.uk)
Chang Wang , Shanghai Jiao Tong University, 12474 Shanghai, Shanghai China (e-mail: willy@sjtu.edu.cn)
Yufeng Chen , Shandong Power Supply Company of State Grid, Jinan, Shandong China (e-mail: chenyufeng@sina.com)

Achieving Efficient and Privacy-Preserving Cross-Domain Big Data Deduplication in Cloud (Abstract)

Xue Yang , Southwest Jiaotong University, 56711 Chengdu, Sichuan China (e-mail: xueyang.swjtu@gmail.com)
Rongxing Lu , Faculty of Computer Science, University of New Brunswick, 3427 Fredericton, New Brunswick Canada (e-mail: rlu1@unb.ca)
Kim-Kwang Raymond Choo , Department of Information Systems and Cyber Security, University of Texas at San Antonio, 12346 San Antonio, Texas United States 78249-1644 (e-mail: raymond.choo@fulbrightmail.org)
Fan Yin , Southwest Jiaotong University, 56711 Chengdu, Sichuan China (e-mail: yinfan519@gmail.com)
Xiaohu Tang , the School of Information Science and Technology, Southwest Jiaotong University, Chengdu, Sichuan Province China (e-mail: xhutang@swjtu.edu.cn)

Content-aware Partial Compression for Textual Big Data Analysis in Hadoop (Abstract)

Dapeng Dong , Computer Science, University College Cork National University of Ireland, 8795 Cork, Co. Cork Ireland (e-mail: dapeng.research@gmail.com)
John Herbert , Computer Science, University College Cork National University of Ireland, 8795 Cork, Co. Cork Ireland (e-mail: j.herbert@cs.ucc.ie)

Performance-Oriented Deployment of Streaming Applications on Cloud (Abstract)

Xunyun Liu , Computing and Information System, University of Melbourne, 2281 Melbourne, Victoria Australia 3052 (e-mail: xunyunl@student.unimelb.edu.au)
Rajkumar Buyya , CSSE, TThe University of Melbourne, Melbourne, Victoria Australia 3010 (e-mail: rbuyya@unimelb.edu.au)

A Survey on Geographically Distributed Big-Data Processing using MapReduce (Abstract)

Shlomi Dolev , Computer Science, Ben-Gurion University of the Negev, Beer-Sheva, Israel Israel 84105 (e-mail: dolev@cs.bgu.ac.il)
Patricia Florissi , Dell EMC, Briarcliff Manor, New York United States (e-mail: patricia.florissi@emc.com)
Ehud Gudes , computer science, Ben-Gurion University of the Negev Faculty of Natural Sciences, 98517 Beer-Sheva, none Israel 84105 (e-mail: ehud@cs.bgu.ac.il)
Shantanu Sharma , Computer Science, University of California Irvine, 8788 Irvine, California United States (e-mail: sharmas@cs.bgu.ac.il)
Ido Singer , Dell EMC, Beer-Sheva, South Israel (e-mail: ido.singer@emc.com)

Big Data Sanitization and Cyber Situational Awareness: A Network Telescope Perspective (Abstract)

Elias Bou-Harb , Computer Science, Florida Atlantic University, 1782 Boca Raton, Florida United States 33431-0992 (e-mail: ebouharb@fau.edu)
Martin Husak , Institute of Computer Science, Masarykova Univerzita, 37748 Brno, Brno Czech Republic (e-mail: husakm@ics.muni.cz)
Mourad Debbabi , Concordia Institute for Information Systems Engineering, Concordia University, Montreal, Quebec Canada H3G 1M8 (e-mail: debbabi@ciise.concordia.ca)
Chadi Assi , CIISE, Concordia University, Montreal, Quebec Canada H3G1M8 (e-mail: assi@ciise.concordia.ca)

Robust Big Data Analytics for Electricity Price Forecasting in the Smart Grid (Abstract)

Kun Wang , Computer, Nanjing University of Post and Telecommunications, Nanjing, Jiangsu China (e-mail: kwang@njupt.edu.cn)
Chenhan Xu , Computer, Nanjing University of Post and Telecommunications, Nanjing, Jiangsu China (e-mail: xchank@outlook.com)
Yan Zhang , Department of Informatics, Universitetet i Oslo, 6305 Oslo, Oslo Norway 0316 (e-mail: yanzhang@ieee.org)
Song Guo , Department of Computing, The Hong Kong Polytechnic University, Hong Kong, Hong Kong China (e-mail: song.guo@polyu.edu.hk)
Albert Zomaya , School of Information Technologies, The University of Sydney, Sydney, New South Wales Australia 2006 (e-mail: albert.zomaya@sydney.edu.au)

Big Data for Cybersecurity: Vulnerability Disclosure Trends and Dependencies (Abstract)

MingJian Tang , Risk and Actuarial Studies, University of New South Wales, 7800 Sydney, New South Wales Australia (e-mail: tmj2000@hotmail.com)
Mamoun Alazab , , Macquarie University, 7788 Sydney, New South Wales Australia 2109 (e-mail: mamoun.alazab@mq.edu.au)
Yuxiu Luo , IBM, Sydney, New South Wales Australia (e-mail: luoyuxiu@hotmail.com)

Pattern Discovery in Internet Background Radiation (Abstract)

Felix Iglesias , Network Security, TU Wien Institute of Telecommunications, Vienna, Vienna Austria 1040 (e-mail: felix.iglesias@nt.tuwien.ac.at)
Tanja Zseby , Network Security, TU Wien Institute of Telecommunications, Vienna, Vienna Austria (e-mail: tanja.zseby@tuwien.ac.at)

pg-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data (Abstract)

Julie Yixuan Zhu , Electrical and Electronic Engineering, the University of Hong Kong, Hong Kong, Hong Kong Hong Kong (e-mail: yxzhu@eee.hku.hk)
Chao Zhang , Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana-Champaign, Illinois United States (e-mail: czhang82@illinois.edu)
Huichu Zhang , Shanghai Jiao Tong University, 12474 Shanghai, Shanghai China (e-mail: zhc@apex.sjtu.edu.cn)
Shi Zhi , Computer Science, University of Illinois at Urbana-Champaign, 14589 Urbana, Illinois United States 61801-3028 (e-mail: shizhi2@illinois.edu)
Victor O.K. Li , Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, HKSAR China 0000 (e-mail: vli@eee.hku.hk)
Jiawei Han , University of Illinois, Urbana-Champaign, Urbana, Illinois United States (e-mail: hanj@illinois.edu)
Yu Zheng , Microsoft Research Asia, Beijing, Beijing China 100080 (e-mail: yuzheng@microsoft.com)

Leakage Resilient Leveled FHE on Multiple Bit Message (Abstract)

Zengpeng Li , Harbin Engineering University, 12428 Harbin, Heilongjiang China (e-mail: lizengpeng@hrbeu.edu.cn)
Chunguang Ma , Harbin Engineering University, 12428 Harbin, Heilongjiang China (e-mail: machunguang@hrbeu.edu.cn)
Ding Wang , School of Electronics Engineering and Computer Science, Peking University, 12465 Beijing, Beijing China (e-mail: wangdingg@pku.edu.cn)

Data-Driven Digital Advertising with Uncertain Demand Model in Metro Networks (Abstract)

Ruobing Jiang , Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, N.A. China (e-mail: likeice@sjtu.edu.cn)
Zhenni Feng , Shanghai Jiao Tong University, 12474 Shanghai, Shanghai China 200240 (e-mail: zhennifeng@sjtu.edu.cn)
Desheng Zhang , Department of Computer Science, Rutgers, The State University of New Jersey, Piscataway, New Jersey United States (e-mail: dz220@cs.rutgers.edu)
Shuai Wang , University of Minnesota Twin Cities, 5635 Minneapolis, Minnesota United States 55455 (e-mail: wangshuai87410@gmail.com)
Yanmin Zhu , Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, ShangHai China 200240 (e-mail: yzhu@cs.sjtu.edu.cn)
Fan Zhang , Institute of Advanced Computing and Digital Engineering, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong China (e-mail: zhangfan@siat.ac.cn)
Tian He , Department of Computer Science and Engineering, University of Minnesota, Minneapolis, Minnesota United States 55455 (e-mail: tianhe@cs.umn.edu)

A New Methodology for Storing Consistent Fuzzy Geospatial Data in Big Data Environment (Abstract)

Besma Khalfi , LIASD, Universite Paris 8, 27081 Saint-Denis, Ile de France France (e-mail: khalfi@ai.univ-paris8.fr)
Cyril De Runz , CReSTIC, IUT de Reims, Universite de Reims Champagne-Ardenne UFR Sciences Exactes et Naturelles, 201017 Reims, Champagne-Ardenne France (e-mail: cyril.de-runz@univ-reims.fr)
Sami Faiz , Institut Superieur des Arts Multimedias de La Manouba (ISAMM), Universite de la Manouba, 108051 Manouba, Tunis Tunisia (e-mail: sami.faiz@insat.rnu.tn)
Akdag Herman , LIASD, Universite Paris 8, 27081 Saint-Denis, Ile de France France (e-mail: akdag@ai.univ-paris8.fr)

On Physical-Social-Aware Localness Inference By Exploring Big Data from Location-Based Services (Abstract)

Chao Huang , University of Notre Dame, 6111 Notre Dame, Indiana United States (e-mail: chuang7@nd.edu)
Dong Wang , University of Notre Dame, Notre Dame, Indiana United States (e-mail: dwang5@nd.edu)
Jun Tao , Notre Dame of Maryland University, 1489 Notre Dame, Indiana United States 46556 (e-mail: socialsensingnd2@gmail.com)
Brian Mann , University of Notre Dame, Notre Dame, Indiana United States (e-mail: bmann@nd.edu)

Event Detection through Differential Pattern Mining in Cyber-Physical Systems (Abstract)

Md Zakirul Alam Bhuiyan , Computer and Information Sciences, Fordham University, 5923 New York, New York United States (e-mail: zakirulalam@gmail.com)
Jie Wu , Computer & Information Science, Temple University, Philadelphia, Pennsylvania United States (e-mail: jiewu@temple.edu)
Gary M. Weiss , Computer and Information Sciences, Fordham University, Bronx, New York United States 10548 (e-mail: gweiss@cis.fordham.edu)
Thaier Hayajneh , Department of Computer and Information Sciences, Fordham University, 5923 New York, New York United States (e-mail: thayajnehg@fordham.edu)
Tian Wang , Computer Science and Technology, Huaqiao University, Xiamen, Fujian China (e-mail: wangtian@hqu.edu.cn)
Guojun Wang , School of Computer Science and Educational Software, Guangzhou University, 47875 Guangzhou, Guangdong China (e-mail: csgjwang@gmail.com)

Assembling and Using a Cellular Dataset for Mobile Network Analysis and Planning (Abstract)

Paolo Di Francesco , Electronic and Electrical Engineering, Trinity College Dublin, Dublin, Dublin Ireland (e-mail: pdifranc@tcd.ie)
Francesco Malandrino , Dipartimento di Elettronica, Politecnico di Torino, Torino, Italy Italy 10129 (e-mail: francesco.malandrino@polito.it)
Luiz A. DaSilva , Telecommunications research Centre (CTVR), Trinity College Dublin, Dublin, Dublin Ireland (e-mail: dasilval@tcd.ie)

Effective Promotional Strategies Selection in Social Media: A Data-Driven Approach (Abstract)

Kun Kuang , Computer Science, Tsinghua University, 12442 Beijing, Beijing China 100084 (e-mail: kkun2010@gmail.com)
Meng Jiang , Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, Indiana United States (e-mail: mjiang89@gmail.com)
Peng Cui , Tsinghua University, Beijing, Beijing China (e-mail: cuip@tsinghua.edu.cn)
Jiashen Sun , Samsung Research and Development Institute of China, Beijing, Beijing China (e-mail: hl.luo@samsung.com)
Shiqiang Yang , Tsinghua University, 12442 Beijing, Beijing China (e-mail: yangshq@tsinghua.edu.cn)

SmartQ: A Question and Answer System for Supplying High-Quality and Trustworthy Answers (Abstract)

Yuhua Lin , ECE, Clemson University, Clemson, South Carolina United States (e-mail: yuhual@clemson.edu)
Haiying Shen , ECE, Clemson University, Clemson, South Carolina United States 29634 (e-mail: hs6ms@virginia.edu)

Noise-resistant Statistical Traffic Classification (Abstract)

Binfeng Wang , College of Computer and Information Science & College of Software, Southwest University, 26463 Chongqing, Sichuan China (e-mail: wbf_sm1989@163.com)
Jun Zhang , School of IT, Deakin University, Melbourne, Victoria Australia 3216 (e-mail: jun.zhang@deakin.edu.au)
Zili Zhang , Southwest University, School of Computer and Science, Southwest University, Chongqing, Chongqing China (e-mail: zhangzl@swu.edu.cn)
Lei Pan , School of IT, Deakin University, Burwood, Victoria Australia 3125 (e-mail: l.pan@deakin.edu.au)
Yang Xiang , Swinburne University of Technology, 3783 Hawthorn, Victoria Australia (e-mail: yang@deakin.edu.au)
Dawen Xia , College of Computer and Information Science & College of Software, Southwest University, 26463 Chongqing, Sichuan China (e-mail: gzmy_xdw1982@163.com)

Enhanced Locality-Sensitive Hashing for Fingerprint Forensics over Large Multi-sensor Databases (Abstract)

Wei Zhou , School of Engineering and IT, University of New South Wales, 7800 Canberra, Australian Capital Territory Australia (e-mail: zhouwei19831018@126.com)
Jiankun Hu , School of Engineering and Information Technology, University of New South Wales at the Australian Defence Force Academy, Canberra, Australian Capital Territory Australia 2600 (e-mail: J.Hu@adfa.edu.au)
Song Wang , Dept of Electronic Engeering, La Trobe University, Melbourne, Victoria Australia (e-mail: song.wang@latrobe.edu.au)

Detecting Anomalous Behavior in Cloud Servers by Nested Arc Hidden SEMI-Markov Model with State Summarization (Abstract)

Waqas Haider , School of Engineering and IT, University of New South Wales, 7800 Canberra, New South Wales Australia (e-mail: Waqas.haider@student.adfa.edu.au)
Jiankun Hu , School of Engineering and Information Technology, University of New South Wales at the Australian Defence Force Academy, Canberra, Australian Capital Territory Australia 2600 (e-mail: J.Hu@adfa.edu.au)
Yi Xie , Electrical and Communication Engineering, Sun Yat-Sen University, Guangzhou, Guangdong China 510275 (e-mail: xieyi5@mail.sysu.edu.cn)
Xinghuo Yu , RMIT University, School of Electrical and Computer Engineering, Melbourne, Victoria Australia (e-mail: x.yu@rmit.edu.au)
Qianhong Wu , School of electronics information engineering, Beihang University, Beijing, Beijing China (e-mail: qianhong.wu@buaa.edu.cn)

Heterogeneous Architectures for Big Data Batch Processing in MapReduce Paradigm (Abstract)

M. Goudarzi , Computer Engineering Department, Sharif University of Technology, Tehran, Tehran Iran (the Islamic Republic of) (e-mail: goudarzi@sharif.edu)

Context-driven Granular Disclosure Control for Internet of Things Applications (Abstract)

Arezou Soltani Panah , Computer Science and Information Technology, RMIT University City Campus, 95543 Melbourne, Victoria Australia 3000 (e-mail: arezou.soltanipanah@rmit.edu.au)
Ali Yavari , RMIT University, 5376 Melbourne, Victoria Australia (e-mail: ali.yavari@rmit.edu.au)
Ron van Schyndel , Computer Science & IT, RMIT University, Melbourne, Victoria Australia 3000 (e-mail: ron.vanschyndel@rmit.edu.au)
Dimitrios Georgakopoulos , Swinburne University of Technology, 3783 Hawthorn, Victoria Australia (e-mail: dgeorgakopoulos@swin.edu.au)
Xun Yi , School of Computer Science and Information Technology, RMIT University, Melbourne, Victoria Australia 3001 (e-mail: xun.yi@rmit.edu.au)

Secure k Nearest Neighbors Query for High-dimensional Vectors in Outsourced Environments (Abstract)

Wenzhuo Xue , School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi China (e-mail: wz.xue@foxmail.com)
Hui Li , School of Cyber Engineering, Xidian University, Xi'an, Shaanxi China (e-mail: hli@xidian.edu.cn)
Yanguo Peng , School of Cyber Engineering, Xidian University, Xi'an, Shaanxi China (e-mail: jecogray@163.com)
Jiangtao Cui , School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi China (e-mail: cuijt@xidian.edu.cn)
Yu Shi , Tencent, Tencent, Shenzhen, Guangdong China (e-mail: sampsonshi@tencent.com)

Analysis of Knowledge Sharing Activities on a Social Network Incorporated Discussion Forum: a Case Study of DISboards (Abstract)

Zhuozhao Li , Computer Science, University of Virginia, 2358 Charlottesville, Virginia United States (e-mail: zl5uq@virginia.edu)
Harrison Chandler , Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, Michigan United States (e-mail: hchandl@umich.edu)
Haiying Shen , Computer Science, Unversity of Virginia, Charlottesville, Virginia United States 22904 (e-mail: hs6ms@virginia.edu)

HashTag Erasure Codes: From Theory to Practice (Abstract)

Katina Kralevska , Department of Information Security and Communication Technology, Norwegian University of Science and Technology, Trondheim, Norway Norway (e-mail: katinak@ntnu.no)
Danilo Gligoroski , Department of Information Security and Communication Technology, Norwegian University of Science and Technology, Trondheim, Norway Norway (e-mail: danilog@item.ntnu.no)
Rune E. Jensen , Department of Computer and Information Science, Norwegian University of Science and Technology, Trondheim, Norway Norway (e-mail: runeerle@idi.ntnu.no)
Harald Overby , Department of Information Security and Communication Technology, Norwegian University of Science and Technology, Trondheim, Norway Norway (e-mail: haraldov@item.ntnu.no)

Euler Clustering on Large-scale Dataset (Abstract)

Jian-Sheng Wu , Sun Yat-Sen University, 26469 Guangzhou, Guangdong China (e-mail: jiansheng4211@gmail.com)
Wei-Shi Zheng , Department of Computer Science, SUN YAT-SEN University, Guangzhou, Guangdong China 510275 (e-mail: wszheng@ieee.org)
Jian-Huang Lai , School of Information Science & Technology, Sun Yat-sen University, Guangzhou, Guangdong China 510275 (e-mail: stsljh@mail.sysu.edu.cn)
Ching Y. Suen , Concordia University, Montreal, Quebec Canada (e-mail: suen@cenparmi.concordia.ca)

Data-Pattern Enabled Self-Recovery Low-Power Storage System for Big Video Data (Abstract)

Jonathon Edstrom , North Dakota State University, 3323 Fargo, North Dakota United States (e-mail: jonathon.edstrom@ndsu.edu)
Dongliang Chen , Electrical and Computer Engineering, North Dakota State University, Fargo, North Dakota United States (e-mail: dongliang.chen@ndsu.edu)
Yifu Gong , North Dakota State University, 3323 Fargo, North Dakota United States (e-mail: yifu.gong@ndsu.edu)
Jinhui Wang , Electrical and Computer Engineering, North Dakota State University, Fargo, North Dakota United States (e-mail: jinhui.wang.1@ndsu.edu)
Na Gong , Electrical and Computer Engineering, North Dakota State University, Fargo, North Dakota United States (e-mail: na.gong@ndsu.edu)

A Big Data-as-a-Service Framework: State-of-the-art and Perspectives (Abstract)

Xiaokang Wang , School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei China (e-mail: wangxiaokang1002@163.com)
Laurence T. Yang , School of Computer Science and Technology, Huazhong University of Science and Technology, 12443 Wuhan, Hubei China (e-mail: ltyang@gmail.com)
Huazhong Liu , School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei China (e-mail: sharpshark_ding@163.com)
M. Jamal Deen , McMaster University, 3710 Hamilton, Ontario Canada (e-mail: jamal@mcmaster.ca)

FLAG: Faster Learning on Anchor Graph with Label Predictor Optimization (Abstract)

Weijie Fu , School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, Anhui China (e-mail: fwj.edu@gmail.com)
Meng Wang , School of Computing, National University of Singapore, Singapore, Singapore Singapore 117417 (e-mail: eric.mengwang@gmail.com)
Shijie Hao , School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, Anhui China (e-mail: hfut.hsj@gmail.com)
Tingting Mu , Computer Science, University of Manchester, Manchester, Great Manchester United Kingdom of Great Britain and Northern Ireland (e-mail: tingtingmu@me.com)

WukaStore: Scalable, Configurable and Reliable Data Storage on Hybrid Volunteered Cloud and Desktop Systems (Abstract)

Bing Tang , School of Computer Science and Engineering, Hunan University of Science and Technology, 12518 Xiangtan, Hunan China 411201 (e-mail: b.tang@qq.com)
Gilles Fedak , LIP Laboratory, UMR CNRS - ENS Lyon - INRIA - UCB Lyon 5668, INRIA, Lyon, Rhone-alpes France (e-mail: gilles.fedak@inria.fr)

Understanding Processors Design Decisions for Data Analytics in Homogeneous Data Centers (Abstract)

Zhen Jia , Center of Advanced Computer Systems, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing China 100190 (e-mail: jiazhen@ict.ac.cn)
Wanling Gao , Center of Advanced Computer Systems, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing China 100190 (e-mail: gaowanling@ict.ac.cn)
Yingjie Shi , Computer Science and Technology, Shandong University of Science and Technology, Qingdao, Shandong China (e-mail: shiyingjie1983@163.com)
Sally A. McKee , Computer Science and Engineering, Chalmers University of Technology, Gothenburg, N/A Sweden 412 96 (e-mail: sallyamckee@gmail.com)
Jianfeng Zhan , Beijing Jiaotong University, Beijing, Beijing China (e-mail: zhyji@bjtu.edu.cn)
Lei Wang , Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: zhanjianfeng@ict.ac.cn)
Lixin Zhang , ACS, Chinese Academy of Sciences, beijing, Beijing China (e-mail: wl@ncic.ac.cn)

Efficient Trustworthiness Management for Malicious User Detection in Big Data Collection (Abstract)

Jiahui Yu , Computer, Nanjing University of Post and Telecommunications, Nanjing, Jiangsu China (e-mail: Q13010126@njupt.edu.cn)
Kun Wang , Computer, Nanjing University of Post and Telecommunications, Nanjing, Jiangsu China (e-mail: kwang@njupt.edu.cn)
Peng Li , Computer Science, The University of Aizu, Aizu, Wakamatsu Japan (e-mail: pengli@u-aizu.ac.jp)
Rui Xia , Autodesk(China)Software Research and Development Co., Ltd., Shanghai, Shanghai China (e-mail: rui.xia@autodesk.com)
Song Guo , Department of Computing, The Hong Kong Polytechnic University, Hong Kong, Hong Kong China (e-mail: song.guo@polyu.edu.hk)
Minyi Guo , Computer Science and Engineering, Shanghai Jiao Tong Universtity, Shanghai, Shanghai China (e-mail: guomy@cs.sjtu.edu.cn)

Characterizing User Connections in Social Media through User Shared Image (Abstract)

Ming Cheung , Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong, Hong Kong Hong Kong (e-mail: cpming@ust.hk)
James She , Electronic and Computer Enginnering, Hong Kong University of Science and Technology, Hong Kong, NA Hong Kong (e-mail: eejames@ust.hk)
Ning Wang , University of Oxford, Oxfort, NA United Kingdom of Great Britain and Northern Ireland (e-mail: wangn@maths.ox.ac.uk)

Knowledge Graphs for Social Good: An Entity-centric Search Engine for the Human Trafficking Domain (Abstract)

Mayank Kejriwal , Computer Science, University of Texas at Austin, Austin, Texas United States (e-mail: kejriwal@isi.edu)
Pedro Szekely , Information Sciences Institute, University of Southern California, Marina del Rey, California United States 90292 (e-mail: pszekely@isi.edu)

Trust Based Incentive Scheme to Allocate Big Data Tasks with Mobile Social Cloud (Abstract)

Qichao Xu , Automation, Shanghai University, Shanghai, Shanghai China (e-mail: xqc690926910@shu.edu.cn)
Zhou Su , School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, Shanghai China (e-mail: zhousu@ieee.org)
Shui Yu , Deakin University, Melbourne, Victoria Australia (e-mail: shui.yu@deakin.edu.au)
Ying Wang , Beijing University of Posts and Telecommunications, Beijing, Beijing China (e-mail: wangying@bupt.edu.cn)

Scalable User-Substation Assignment with Big Data from Power Grids (Abstract)

Bo Lyu , China Academy of Electronics and Information Technology, Beijing, Beijing China (e-mail: blyu@csdslab.net)
Yanhua Li , Computer Science Department, Worcester Polytechnic Institute (WPI), Worcester, Massachusetts United States (e-mail: yli15@wpi.edu)
Jie Fu , ECE, Worcester Polytechnic Institute, 8718 Worcester, Massachusetts United States (e-mail: jfu2@wpi.edu)
Andrew C. Trapp , Business school, Worcester Polytechnic Institute, 8718 Worcester, Massachusetts United States (e-mail: atrapp@wpi.edu)
Haiyong Xie , China Academy of Electronics and Information Technology, Bejing, Beijing China (e-mail: caeitic@163.com)
Yong Liao , China Academy of Electronics and Information Technology, Beijing, Beijing China (e-mail: liaoyong@live.com)

Deep Geo-constrained Auto-encoder for Non-landmark GPS Estimation (Abstract)

Shuhui Jiang , Electrical and computer engineering, Northeastern University, boston, Massachusetts United States 02115 (e-mail: shjiang@coe.neu.edu)
Yu Kong , Electrical Computer Engineering, Northeastern University, Boston, Massachusetts United States (e-mail: yukong@ece.neu.edu)
Yun Fu , ECE, Northeastern University, Boston, Massachusetts United States (e-mail: yunfu@ece.neu.edu)

Privacy-Accuracy Trade-off in Differentially-Private Distributed Classification: A Game Theoretical Approach (Abstract)

Lei Xu , Department of Computer Science and Technology, Tsinghua University, 12442 Beijing, Beijing China (e-mail: xul04ster@gmail.com)
Chunxiao Jiang , Tsinghua Space Center, Tsinghua University, Beijing, Beijing China (e-mail: chx.jiang@gmail.com)
Yi Qian , Computer and Electronics Engineering, University of Nebraska Lincoln, Omaha, Nebraska United States 68182-0572 (e-mail: yqian2@unl.edu)
Jianhua Li , College of Information Security, Shanghai Jiao Tong University, 12474 Shanghai, Shanghai China (e-mail: lijh888@sjtu.edu.cn)
Youjian Zhao , Computer Science, Tsinghua University, Beijing, Beijing China (e-mail: zhaoyoujian@tsinghua.edu.cn)
Yong Ren , Department of Electronic Engineering, Tsinghua University, Beijing, Beijing China (e-mail: reny@tsinghua.edu.cn)

Understanding Urban Dynamics From Massive Mobile Traffic Data (Abstract)

Mingyang Zhang , Department of Electronic Engineering, Tsinghua University, Beijing, Beijing China (e-mail: mingyang-zhang13@mails.tsinghua.edu.cn)
Haohao Fu , Electronic Engineering, Princeton International School of Mathematics and Science, 402958 Princeton, California United States (e-mail: 18611608511@163.com)
Yong Li , Department of Electronic Engineering, Tsinghua University, Beijing, Beijing China (e-mail: liyong07@tsinghua.edu.cn)
Sheng Chen , Electronics and Computer Science, University of Southampton, Southampton, Hampshire United Kingdom of Great Britain and Northern Ireland SO17 1BJ (e-mail: sqc@ecs.soton.ac.uk)

Correlated Differential Privacy Protection for Mobile Crowdsensing (Abstract)

Jianwei Chen , School of Computer Science, Beijing University of Posts and Telecommunications, 12472 Beijing, Beijing China (e-mail: jwchen110@gmail.com)
Huadong Ma , School of Computer Science and Technology, Beijing University of Posts and Telecommunications, Beijing, Beijing China 100876 (e-mail: mhd@bupt.edu.cn)
Dong Zhao , School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, Beijing China (e-mail: dzhao@bupt.edu.cn)
Liang Liu , School of Computer Science, BUPT, Beijing, Beijing China (e-mail: liangliu82@gmail.com)

SecFact: Secure Large-scale QR and LU Factorizations (Abstract)

Changqing Luo , Department of Electrical Engineering and Computer Science, Case Western Reserve University, Cleveland, Ohio United States (e-mail: cx1881@case.edu)
Kaijin Zhang , Department of Electrical Engineering and Computer Science, Case Western Reserve University, Cleveland, Ohio United States (e-mail: kxz138@case.edu)
Sergio Salinas , Department of Electrical Engineering and Computer Science, Wichita State University, 8683 Wichita, Kansas United States (e-mail: salinas@cs.wichita.edu)
Pan Li , Department of Electrical Engineering and Computer Science, Case Western Reserve University, Cleveland, Ohio United States 44106 (e-mail: lipan@case.edu)

Handling Big Data Using a Data-Aware HDFS and Evolutionary Clustering Technique (Abstract)

Mustafa H. Hajeer , Computer Science, University of Memphis, 5415 Memphis, Tennessee United States 38152-6400 (e-mail: mhhajeer@gmail.com)
Dipankar Dasgupta , Computer Science, The University of Memphis, Memphis, Tennessee United States 38152 (e-mail: ddasgupt@memphis.edu)

Non-Stationary Model for Crime Rate Inference Using Modern Urban Data (Abstract)

Hongjian Wang , College of Information Sciences and Technology, Pennsylvania State University, 8082 University Park, Pennsylvania United States 16802-1503 (e-mail: hxw186@ist.psu.edu)
Huaxiu Yao , College of Information Sciences and Technology, Pennsylvania State University, 8082 University Park, Pennsylvania United States (e-mail: huy144@ist.psu.edu)
Daniel Kifer , Penn State University, University Park, Pennsylvania United States (e-mail: dkifer@cse.psu.edu)
Corina Graif , Department of Sociology and Criminology, Pennsylvania State University, 8082 University Park, Pennsylvania United States (e-mail: corina.graif@psu.edu)
Zhenhui Li , College of Information Sciences and Technology, The Pennsylvania State University, University Park, Pennsylvania United States 16802 (e-mail: jessieli@ist.psu.edu)

Efficient Secure Outsourcing of Large-scale Convex Separable Programming for Big Data (Abstract)

Weixian Liao , Department of Electrical Engineering and Computer Science, Case Western Reserve University, Cleveland, Ohio United States (e-mail: wxl393@case.edu)
Changqing Luo , Department of Electrical Engineering and Computer Science, Case Western Reserve University, 2546 Cleveland, Ohio United States (e-mail: cxl881@case.edu)
Sergio Salinas , Department of Electrical Engineering and Computer Science, Wichita State University, 8683 Wichita, Kansas United States (e-mail: salinas@cs.wichita.edu)
Pan Li , Department of Electrical Engineering and Computer Science, Case Western Reserve University, Cleveland, Ohio United States 44106 (e-mail: lipan@case.edu)

MRMondrian: Scalable Multidimensional Anonymisation for Big Data Privacy Preservation (Abstract)

Xuyun Zhang , Faculty of Engineering, University of Auckland, 1415 Auckland, Auckland New Zealand (e-mail: xuyun.zhang@auckland.ac.nz)
Lianyong Qi , College of Information Science and Engineering, Qufu Normal University, Rizhao, Shandong China (e-mail: lianyongqi@gmail.com)
Wanchun Dou , Departmetn of Computer Science and Technology, Nanjing University, Nanjing, Jiangsu China 210093 (e-mail: douwc@nju.edu.cn)
Qiang He , Swinburne University of Technology, Faculty of Information and Communication Technologies, Hawthorn, Victoria Australia 3122 (e-mail: qhe@swin.edu.au)
Christopher Leckie , Department of Computer Science and Software Engineering, The University of Melbourne, Parkville, Victoria Australia (e-mail: caleckie@unimelb.edu.au)
Kotagiri Ramamohanarao , Department of Computing and Information Systems, University of Melbourne, Melbourne, Victoria Australia (e-mail: kotagiri@unimelb.edu.au)
Zoran Salcic , Electrical and Computer Engineering, The University of Auckland, Auckland, New Zealand (NZL) New Zealand 1023 (e-mail: z.salcic@auckland.ac.nz)

MemepiC: Towards a Unified In-Memory Big Data Management System (Abstract)

Qingchao Cai , Computer Science, National University of Singapore, 37580 Singapore, Singapore Singapore 119260 (e-mail: caiqc@comp.nus.edu.sg)
Hao Zhang , School of Computing, National University of Singapore, Singapore, Singapore Singapore 117417 (e-mail: zhangh@comp.nus.edu.sg)
Wentian Guo , Computer Science, National University of Singapore, Singapore, Singapore Singapore (e-mail: wentian@comp.nus.edu.sg)
Gang Chen , College of Computer Science, Zhejiang University, Hangzhou, Zhejiang China (e-mail: cg@cs.zju.edu.cn)
Beng Chin Ooi , Computer Science, National University of Singapore, Singapore, Singapore Singapore 117417 (e-mail: ooibc@comp.nus.edu.sg)
Kian-Lee Tan , SoC, NUS, singapore, Singapore Singapore 117417 (e-mail: tankl@comp.nus.edu.sg)
Weng Fai Wong , Computer Science, National University of Singapore, Singapore, Singapore Singapore (e-mail: wongwf@comp.nus.edu.sg)

Kernel-Induced Label Propagation by Mapping for Semi-Supervised Classification (Abstract)

Zhao Zhang , Computer Science and Technology, Soochow University, Suzhou, Jiangsu China (e-mail: it.zzhang@my.cityu.edu.hk)
Lei Jia , School of Computer Science and Technology, Soochow University, 12582 Suzhou, Jiangsu China (e-mail: 20155227021@stu.suda.edu.cn)
Mingbo Zhao , Department of Electronic Engineering, City University of Hong Kong, hong kong, Hong Kong Hong Kong (e-mail: mzhao4-c@my.cityu.edu.hk)
Guangcan Liu , School of Information and Control, Nanjing University of Information Science & Technology, Nanjing, Jiangsu China 210044 (e-mail: gcliu@nuist.edu.cn)
Meng Wang , School of Computing, National University of Singapore, Singapore, Singapore Singapore 117417 (e-mail: eric.mengwang@gmail.com)
Shuicheng Yan , ece, NUS, sg, SG Singapore 117576 (e-mail: eleyans@nus.edu.sg)

Human Activity Recognition with Posture Tendency Descriptors on Action Snippets (Abstract)

Yaqiang Yao , School of Computer Sicence and Technology, University of Science and Technology of China, Hefei, Anhui China (e-mail: yaoyaq@mail.ustc.edu.cn)
Yan Liu , School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui China (e-mail: ready@mail.ustc.edu.cn)
Zhenyu Liu , Department of Science and Technology Teaching, China University of Political Science and Law, Beijing, Beijing China (e-mail: lzhy@cupl.edu.cn)
Huanhuan Chen , School of Computer Sicence and Technology, University of Science and Technology of China, Hefei, Anhui China (e-mail: hchen@ustc.edu.cn)

A Secure Higher-Order Lanczos-Based Orthogonal Tensor SVD for Big Data Reduction (Abstract)

Jun Feng , School of Computer Science and Technology, Huazhong University of Science and Technology, 12443 Wuhan, Hubei China (e-mail: junfeng989@gmail.com)
Laurence T. Yang , Computer Science, St Francis Xavier University, Antigonish, Nova Scotia Canada (e-mail: ltyang@gmail.com)
Guohui Dai , School of Computer Science and Technology, Huazhong University of Science and Technology, 12443 Wuhan, Hubei China (e-mail: guohuiday@gmail.com)
Wei Wang , School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei China (e-mail: viviawang@126.com)
Deqing Zou , Huazhong University of Sci. and Tech., Wuhan, Hubei China (e-mail: Deqingzou@hust.edu.cn)

A Meta Path based Method for Entity Set Expansion in Knowledge Graph (Abstract)

Yuyan Zheng , Beijing University of Posts and Telecommunications, 12472 Beijing, Beijing China 100876 (e-mail: zyy0716_source@163.com)
Chuan Shi , School of Computer, Beijing University of Posts and Telecommunications, Beijing, Beijing China (e-mail: shichuan@bupt.edu.cn)
Xiaohuan Cao , Beijing University of Posts and Telecommunications, 12472 Beijing, Beijing China (e-mail: devil_baba@126.com)
Xiaoli Li , Institute for Infocomm Research, Nanyang Technological University, Singapore, Singapore Singapore (e-mail: xlli@i2r.a-star.edu.sg)
Bin Wu , Computer Science, BUPT, Beijing, Beijing China (e-mail: wubin@bupt.edu.cn)

Neurally-Guided Semantic Navigation in Knowledge Graph (Abstract)

Liang He , University of Science and Technology of China, hefei, Anhui China 230027 (e-mail: hshl05@mail.ustc.edu.cn)
Bin Shao , School of Computer Science, Fudan University, Shanghai, ShangHai China (e-mail: binshao@microsoft.com)
Yanghua Xiao , School of Computer Science, Fudan University, Shanghai, ShangHai China (e-mail: shawyh@fudan.edu.cn)
Yatao Li , Microsoft Research Asia, 216064 Beijing, Beijing China (e-mail: yatli@microsoft.com)
Tie-Yan Liu , Web Search and Mining Group, Microsoft Research Asia, Beijing, Beijing China 100080 (e-mail: tie-yan.liu@microsoft.com)
Enhong Chen , School of Computer Science, University of Science and Technology of China, Hefei, Anhui China (e-mail: cheneh@ustc.edu.cn)
Huanhuan Xia , Microsoft Research Asia, 216064 Beijing, Beijing China (e-mail: lexi@microsoft.com)

A Deep Learning-Based Data Minimization Algorithm for Fast and Secure Transfer of Big Genomic Datasets (Abstract)

Mohammed Aledhari , Computer Science, Western Michigan University, 4175 Kalamazoo, Michigan United States (e-mail: mohammed.a.aledhari@gmail.com)
Marianne Di Pierro , Graduate Research and Retention, Western Michigan University, 4175 Kalamazoo, Michigan United States (e-mail: marianne.dipierro@wmich.edu)
Mohamed Hefeida , Electrical and Computer Engineering, University of Idaho, Moscow, Idaho United States (e-mail: hefeida@uidaho.edu)
Fahad Saeed , Western Michigan University, Kalamazoo, Michigan United States (e-mail: fahad.saeed@wmich.edu)

Nonparametric Distributed Learning Architecture for Big Data: Algorithm and Applications (Abstract)

Scott Bruce , Statistics, Temple University, Philadelphia, Pennsylvania United States (e-mail: tuf23467@temple.edu)
Zeda Li , Statistics, Temple University, Philadelphia, Pennsylvania United States (e-mail: tuf27908@temple.edu)
Alex Hsiang Chieh , Statistics, Temple University, Philadelphia, Pennsylvania United States (e-mail: alex.yang@sauder.ubc.ca)
Subhadeep Mukhopadhyay , Statistics, Temple University, Philadelphia, Pennsylvania United States 19122 (e-mail: deep@temple.edu)

A Comprehensive Trustworthy Data Collection Approach in Sensor-Cloud System (Abstract)

Tian Wang , College of Computer Science and Technology, Huaqiao University, Xiamen, Fujian China 361021 (e-mail: wsnman@gmail.com)
Yang Li , Computer Science and Technology, Huaqiao University, Xiamen, Fujian China (e-mail: liyangchq@163.com)
Weiwei Fang , School of Computer and Information Technology, Beijing Jiaotong University, Beijing, Beijing China (e-mail: wwfang@bjtu.edu.cn)
Wenzheng Xu , College of Computer Science, Sichuan University, Chengdu, Sichuan China (e-mail: wenzheng.xu@scu.edu.cn)
Junbin Liang , School of Computer and Electronics Information, Guangxi University, 12664 Nanning, Guangxi China (e-mail: liangjb@gxu.edu.cn)
Yewang Chen , Computer Science and Technology, Huaqiao University, Xiamen, Fujian China (e-mail: ywchen@hqu.edu.cn)
Xuxun Liu , College of Electronic and Information Engineering, South China University of Technology, 26467 Guangzhou, Guangdong China 510640 (e-mail: liuxuxun@scut.edu.cn)

A Distributed Computing Platform for fMRI Big Data Analytics (Abstract)

Milad Makkie , Computer Science, University of Georgia, 1355 Athens, Georgia United States (e-mail: miladmakkie@gmail.com)
Xiang Li , Computer Science, University of Georgia, 1355 Athens, Georgia United States (e-mail: xiangli.shaun@gmail.com)
Shannon Quinn , Computer Science, University of Georgia, 1355 Athens, Georgia United States (e-mail: Magsol@gmail.com)
Binbin Lin , University of Michigan, 1259 Ann Arbor, Michigan United States (e-mail: binbinlinzju@gmail.com)
Jieping Ye , University of Michigan, 1259 Ann Arbor, Michigan United States (e-mail: jieping@gmail.com)
Geoffrey Mon , University of Georgia, 1355 Athens, Georgia United States (e-mail: geoffreytmon@gmail.com)
Tianming Liu , Computer Science, University of Georgia, 1355 Athens, Georgia United States (e-mail: tliu@uga.edu)

Trident: Distributed Storage, Analysis, and Exploration of Multidimensional Phenomena (Abstract)

Matthew Malensek , Computer Science, Colorado State University, Fort Collins, Colorado United States (e-mail: malensek@cs.colostate.edu)
Walid Budgaga , Computer Science, Colorado State University, Fort Collins, Colorado United States (e-mail: budgaga@cs.colostate.edu)
Ryan Stern , Computer Science, Colorado State University, Fort Collins, Colorado United States (e-mail: rstern@cs.colostate.edu)
Shrideep Pallickara , Department of Computer Science, Colorado State University, Fort Collins, Colorado United States (e-mail: shrideep@cs.colostate.edu)
Sangmi Pallickara , Computer Science, Colorado State University, Fort Collins, Colorado United States (e-mail: sangmi@cs.colostate.edu)

Parallel Secure Outsourcing of Large-scale Nonlinearly Constrained Nonlinear Programming Problems (Abstract)

Changqing Luo , Department of Electrical Engineering and Computer Science, Case Western Reserve University, Cleveland, Ohio United States (e-mail: changqing.luo@case.edu)
Jinlong Ji , Case Western Reserve University School of Medicine, 12304 Cleveland, Ohio United States (e-mail: jxj405@case.edu)
Xuhui Chen , Department of Electrical Engineering and Computer Science, Case Western Reserve University, Cleveland, Ohio United States (e-mail: xxc296@case.edu)
Ming Li , Computer Science and Engineering, University of Nevada, Reno, Nevada United States (e-mail: mingli@unr.edu)
Laurence T. Yang , Computer Science, St Francis Xavier University, Antigonish, Nova Scotia Canada (e-mail: ltyang@gmail.com)
Pan Li , Department of Electrical Engineering and Computer Science, Case Western Reserve University, Cleveland, Ohio United States 44106 (e-mail: lipan@case.edu)

Towards Green Cloud Computing: Demand Allocation and Pricing Policies for Cloud Service Brokerage (Abstract)

Chenxi Qiu , College of Information Science and Technology, Pennsylvania State University University Park, 311285 University Park, Pennsylvania United States 16802 (e-mail: czq3@psu.edu)
Haiying Shen , Computer Science, Unversity of Virginia, Charlottesville, Virginia United States 22904 (e-mail: hs6ms@virginia.edu)
Liuhua Chen , Department of Electrical and Computer Engineering, Clemson University, Clemson, South Carolina United States 29631 (e-mail: liuhuac@clemson.edu)

On Scalable and Robust Truth Discovery in Big Data Social Media Sensing Applications (Abstract)

Daniel Zhang , Computer Science and Engineering, University of Notre Dame, Notre Dame, Indiana United States (e-mail: yzhang40@nd.edu)
Dong Wang , University of Notre Dame, Notre Dame, Indiana United States (e-mail: dwang5@nd.edu)
Nathan Vance , Computer Science, University of Notre Dame, Notre Dame, Indiana United States (e-mail: nvance1@nd.edu)
Yang Zhang , Computer Science and Engineering, University of Notre Dame, South Bend, Indiana United States (e-mail: yzhang42@nd.edu)
Steven Mike , Computer Science and Engineering, University of Notre Dame, Notre Dame, Indiana United States (e-mail: smike@nd.edu)

SIMiner: A Stigmergy-based Model for Mining Influential Nodes in Dynamic Social Networks (Abstract)

Weihua Li , School of Engineering, Computer and Mathematical Sciences, Auckland University of Technology, 1410 Auckland, Auckland New Zealand 1142 (e-mail: weihua.li@aut.ac.nz)
Quan Bai , School of Engineering, Computer and Mathematical Sciences, Auckland University of Technology, Auckland, Auckland New Zealand (e-mail: quan.bai@aut.ac.nz)
Minjie Zhang , School of Computing and Information Technology, University of Wollongong, Wollongong, New South Wales Australia (e-mail: minjie@uow.edu.au)

Sampling Big Trajectory Data for Traversal Trajectory Aggregate Query (Abstract)

Yichen Ding , Management Sciences, The University of Iowa, iowa city, Iowa United States (e-mail: yichen-ding@uiowa.edu)
Yanhua Li , Computer Science Department, Worcester Polytechnic Institute (WPI), Worcester, Massachusetts United States (e-mail: yli15@wpi.edu)
Xun Zhou , Management Sciences, The University of Iowa, iowa city, Iowa United States 52242 (e-mail: xun-zhou@uiowa.edu)
Zhuojie Huang , Pitney Bowes Inc, 50343 Stamford, Connecticut United States (e-mail: zhuojie.huang@pb.com)
Simin You , Pitney Bowes Inc, 50343 Stamford, Connecticut United States (e-mail: simin.you@pb.com)
Jun Luo , Machine Intelligence Lab, Lenovo Group Limted, Telegraph Bay, Hong Kong Hong Kong (e-mail: jluo1@lenovo.com)

Differential Privacy Preserving of Training Model in Wireless Big Data with Edge Computing (Abstract)

Miao Du , Key Lab of Broadband Wireless Communication and Sensor Network Technology, Nanjing University of Posts and Telecommunications, 12577 Nanjing, Jiangsu China (e-mail: dumiao0118@163.com)
Kun Wang , Computer, Nanjing University of Post and Telecommunications, Nanjing, Jiangsu China (e-mail: kwang@njupt.edu.cn)
Zhuoqun Xia , Changsha University of Science and Technology, 12418 Changsha, Hunan China (e-mail: xiazhuoqun@csust.edu.cn)
Yan Zhang , Department of Informatics, Universitetet i Oslo, 6305 Oslo, Oslo Norway 0316 (e-mail: yanzhang@ieee.org)

A Novel Hilbert Curve for Cache-locality Preserving Loops (Abstract)

Christian Bohm , Data Mining, Ludwig-Maximilians-Universitat Munchen Fakultat fur Mathematik Informatik und Statistik, 199884 Munchen, Bayern Germany (e-mail: boehm@ifi.lmu.de)
Martin Perdacher , Data Mining, Universitat Wien Fakultat fur Informatik, 111494 Wien, Vienna Austria 1090 (e-mail: martin.perdacher@univie.ac.at)
Claudia Plant , Data Mining, Universitat Wien Fakultat fur Informatik, 111494 Wien, Wien Austria (e-mail: claudia.plant@univie.ac.at)

Clustering Analysis in the Wireless Propagation Channel with a variational Gaussian Mixture Model (PDF)

Yupeng Li , Beijing University of Posts and Telecommunications, Beijing, Beijing China 100000 (e-mail: liyupengtx@bupt.edu.cn)
Jianhua Zhang , Beijing University of Posts and Telecommunications, 12472 Beijing, Beijing China 100089 (e-mail: jhzhang@bupt.edu.cn)
Zhanyu Ma , Pattern Recognition and Machine Intelligenc Lab., Beijing University of Posts and Telecommunications, Beijing, Beijing China 100876 (e-mail: mazhanyu@bupt.edu.cn)
Yu Zhang , Qualcomm Inc., Beijing, Beijing China (e-mail: zhangyu@qti.qualcomm.com)

CityLines: Designing Hybrid Hub-and-Spoke Transit System with Urban Big Data (Abstract)

Yanhua Li , Computer Science Department, Worcester Polytechnic Institute (WPI), Worcester, Massachusetts United States (e-mail: yli15@wpi.edu)
Guanxiong Liu , Data Science, Worcester Polytechnic Institute, 8718 Worcester, Massachusetts United States (e-mail: gliu2@wpi.edu)
Zhi-Li Zhang , University of Minnesota, Minnapolis, Minnesota United States (e-mail: zhzhang@cs.umn.edu)
Jun Luo , Lenovo Group Ltd, 408946 Hong Kong, Hong Kong China (e-mail: jun.luo@siat.ac.cn)
Fan Zhang , Institute of Advanced Computing and Digital Engineering, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong China (e-mail: zhangfan@siat.ac.cn)

A Stack-Centric Processing Model For Iterative Processing (Abstract)

Zhifei Pang , College of Computer Science, Zhejiang University, Hangzhou, Zhejiang China (e-mail: zhifeipang@zju.edu.cn)
Sai Wu , College of Computer Science, Zhejiang University, Hangzhou, Zhejiang China (e-mail: wusai@zju.edu.cn)
Gang Chen , Colleague of Computer Science and Technology, Zhejiang University, Hangzhou, Zhejiang China 310058 (e-mail: cg@zju.edu.cn)
Lidan Shou , Computer Science, Zhejiang University, Hangzhou, Zhejiang China (e-mail: should@zju.edu.cn)
Ke Chen , Computer Science, Zhe-Jiang University, Hangzhou, Zhejiang China 310013 (e-mail: chenk@zju.edu.cn)
Bingsheng He , Computer Science, National University of Singapore, 37580 Singapore, Singapore Singapore 119260 (e-mail: hebs@comp.nus.edu.sg)

Modeling and Visualizing Student Flow (Abstract)

Mohammad Raji , EECS, The University of Tennessee, Knoxville, Tennessee United States 37996 (e-mail: mahmadza@vols.utk.edu)
John Duggan , University of Tennessee, 4285 Knoxville, Tennessee United States (e-mail: jduggan1@vols.utk.edu)
Blaise DeCotes , EECS, University of Tennessee, 4285 Knoxville, Tennessee United States (e-mail: bdecoate@vols.utk.edu)
Jian Huang , EECS, UTK, Knoxville, Tennessee United States (e-mail: huangj@utk.edu)
Bradley T. Vander Zanden , EECS, University of Tennessee, 4285 Knoxville, Tennessee United States (e-mail: bvanderz@utk.edu)

A bilinear ranking SVM for knowledge based relation prediction and classification (Abstract)

Shengkang Yu , College of Information Science and Electronic Engineering Key Laboratory of IntelliSense Technology, CETC Nanjing Research Institute of Electronics Technology, China, Zhejiang University, Hangzhou, Zhejiang Province China (e-mail: shengkangyu@zju.edu.cn)
Xi Li , School of Computer Science, University of Adelaide, Adelaide, South Australia Australia SA 5005 (e-mail: xilizju@zju.edu.cn)
Xueyi Zhao , Information Science and Electronic Engineering, Zhejiang University, Hangzhou, Zhejiang China (e-mail: xueyizhao@zju.edu.cn)
Zhongfei Mark Zhang , Department of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, Zhejiang China (e-mail: zhongfei@zju.edu.cn)
Fei Wu , College of Computer Science, Zhejiang University, Hangzhou, Zhejiang China 310027 (e-mail: wufei@cs.zju.edu.cn)
Jingdong Wang , Microsoft Research Asia, Beijing, Beijing China (e-mail: jingdw@microsoft.com)
Yue Ting Zhuang , College of Computer Science, Zhejiang University, Hangzhou, Zhejiang China (e-mail: yzhuang@cs.zju.edu.cn)
Xuelong Li , Center for OPTical IMagery Analysis and Learning, Xi'am, Shanxi China (e-mail: xuelong_li@ieee.org)

QuantCloud: Enabling Big Data Complex Event Processing for Quantitative Finance through a Data-Driven Execution (Abstract)

Peng Zhang , Biomedical Engeering, Stony Brook University, Stony Brook, New York United States 11794-8151 (e-mail: pzhang99@gmail.com)
Xiang Shi , Applied Mathematics, Stony Brook University, Stony Brook, New York United States (e-mail: xiang.shi@stonybrook.edu)
Samee U. Khan , Electrical and Computer Engineering, North Dakota State University, Fargo, North Dakota United States 58108-6050 (e-mail: samee.khan@ndsu.edu)

Sleepy: Wireless Channel Data Driven Sleep Monitoring via Commodity WiFi Devices (Abstract)

Yu Gu , School of Computer and Information, Hefei University of Technology, 12513 Hefei, Anhui China 230009 (e-mail: hfut_bruce@hfut.edu.cn)
Yifan Zhang , School of Computer and Information, Hefei University of Technology, 12513 Hefei, Anhui China (e-mail: zhangyifan@mail.hfut.edu.cn)
Jie Li , Department of Computer Science, University of Tsukuba, Tsukuba Science City, Ibaraki Japan 305-8573 (e-mail: lijie@cs.tsukuba.ac.jp)
Yusheng Ji , Information Systems Architecture Science Research Division, National Institute of Informatics, Tokyo, Japan Japan (e-mail: kei@nii.ac.jp)
Xin An , School of Computer and Information, Hefei University of Technology, 12513 Hefei, Anhui China (e-mail: xin.an@hfut.edu.cn)
Fuji Ren , Faculty of Engineering, The University of Tokushima, Tokushima, Tokushima Japan 770-8506 (e-mail: ren@is.tokushima-u.ac.jp)

Mosaicking Copernicus Sentinel-1 Data at Global Scale (PDF)

Vasileios Syrris , Directorate I. Competences, Unit I.3 Text and Data Mining, European Commission Joint Research Centre Ispra Sector, 99013 Ispra, Varese Italy 21027 (e-mail: vasileios.syrris@ec.europa.eu)
Christina Corban , Directorate for Space, Security & Migration, Unit E.1 Disaster Risk Management, European Commission Joint Research Centre Ispra Sector, 99013 Ispra, Varese Italy (e-mail: Christina.CORBAN@ec.europa.eu)
Martino Pesaresi , Directorate for Space, Security & Migration, Unit E.1 Disaster Risk Management, European Commission Joint Research Centre Ispra Sector, 99013 Ispra, Varese Italy (e-mail: Martino.PESARESI@ec.europa.eu)
Pierre Soille , Text and Data Mining, JRC-Ispra, European Commission, Ispra, Varese Italy (e-mail: pierre.soille@jrc.ec.europa.eu)
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