IEEE Big Data Congress
2019 Technical Program
Note: (REG)=Regular paper (INV)=Invited paper (SHT)=Short paper (WIP)=Work-in-Progress
Monday July 8
9:45 – 11:00
Session 1: Security and Privacy
Location: Sala Crociera Alta di Studi Umanistici (1), Universitá degli Studi di Milano
(INV) Context-Aware Enforcement of Privacy Policies in Edge Computing
Clemens Lachner, Thomas Rausch and Schahram Dustdar
(INV) Big Data and Analytics in the Age of the GDPR
Piero Bonatti and Sabrina Kirrane
(REG) Mining Semantic Information in Rumor Detection via a Deep Visual Perception Based Recurrent Neural Networks
Feng Xing and Caili Guo
11:15 – 12:30
Session 2: Resource Management
Location: Sala Crociera Alta di Studi Umanistici (1), Universitá degli Studi di Milano
(INV) Efficient Re-computation of Big Data Analytics Processes in the Presence of Changes: Computational Framework, Reference Architecture, and Applications
Paolo Missier and Jacek Cała
(REG) LPOD: A Local Path Based Optimized Scheduling Algorithm for Deadline-Constrained Big Data Workflows in the Cloud
Changxin Bai, Shiyong Lu, Ishtiaq Ahmed and Dunren Che
(REG) Dynamic Resource Shaping for Compute Clusters
Francesco Pace, Dimitrios Milios, Damiano Carra and Pietro Michiardi
14:00 - 15:15
Session 3: Applications
Location: Sala Crociera Alta di Studi Umanistici (1), Universitá degli Studi di Milano
(INV) Big Data Analytics and Predictive Modeling Approaches for the Energy Sector
Roberto Corizzo, Michelangelo Ceci and Donato Malerba
(REG) Neural Network Based Transaction Classification System for Chinese Transaction Behavior Analysis
Jianyang Yu, Yuanyuan Qiao, Nanfei Shu, Kewu Sun, Shenshen Zhou and Jie Yang
(SHT) CarPredictor: Forecasting the Number of Free Floating Car Sharing Vehicles Within Restricted Urban Areas
Luca Cagliero, Silvia Chiusano, Elena Daraio and Paolo Garza
Tuesday July 9
8:30 – 9:45
Session 4: Platform 1
Location: Sala Crociera Alta di Studi Umanistici (1), Universitá degli Studi di Milano
(REG) Distributed, Numerically Stable Distance and Covariance Computation with MPI for Extremely Large Datasets
Daniel Peralta and Yvan Saeys
(REG) HyperSpark: A Data-Intensive Programming Environment for Parallel Metaheuristics
Damian Andrew Tamburri, Michele Ciavotta, Srdjan Krstic and Willem-Jan van den Heuvel
(SHT) BiDaML: A Suite of Visual Languages for Supporting End-user Data Analytics
Hourieh Khalajzadeh, Mohamed Abdelrazek, John Grundy, John Hosking and Qiang He
11:45 – 13:00
Session 5: Analysis Methods 1
Location: Sala Crociera Alta di Studi Umanistici (1), Universitá degli Studi di Milano
(REG) A Service Clustering Method based on Wisdom of Crowds
Hui Gao, Karolina K. Dluzniak, Hong Xia, Jie Wei, Yanping Chen, Wei Xing and Xin Wang
(SHT) Big Data Integration of Heterogeneous Data Sources: the ANONYMOUS Case Study
Francesco Guerra, Matteo Paganelli, Paolo Sottovia and Maurizio Vincini
14:00 – 15:15
Session 6: Recommendation
Location: Sala Crociera Alta di Studi Umanistici (1), Universitá degli Studi di Milano
(INV) dpSmart: A Flexible Group based Recommendation Framework for Digital Repository Systems
Boyuan Guan, Liting Hu, Pinchao Liu, Hailu Xu, Jennifer Fu and Qingyang Wang
(REG) Sequences of Recommendations for Dynamic Groups: What is the Role of Context?
Sara Migliorini, Elisa Quintarelli, Damiano Carra and Alberto Belussi
(WIP) An Approach to Cross-lingual Sentiment Lexicon Construction
Chia-Hsuan Chang, Ming-Lun Wu and San-Yih Hwang
17:10 – 18:25
Session 7: Prediction
Location: Sala Crociera Alta di Studi Umanistici (1), Universitá degli Studi di Milano
(REG) Mobility Prediction with Missing Locations based on Modified Markov Model for Wireless Users
Junyao Guo, Lu Liu, Sihai Zhang and Jinkang Zhu
(SHT) PREMISES, A Scalable Data-driven Service to Predict Alarms in Slowly-degrading Multi-cycle Industrial Processes
Stefano Proto, Francesco Ventura, Daniele Apiletti, Tania Cerquitelli, Elena Baralis, Alberto Macii and Enrico Macii
(SHT) A New Unsupervised Predictive-model Self-assessment Approach that SCALEs
Francesco Ventura, Stefano Proto, Daniele Apiletti, Tania Cerquitelli, Simone Panicucci, Elena Baralis, Alberto Macii and Enrico Macii
Wednesday July 10
8:30 – 9:45
Session 8: Platform 2
Location: Sala Crociera Alta di Studi Umanistici (1), Universitá degli Studi di Milano
(REG) DLBench: An Experimental Evaluation of Deep Learning Frameworks
Sherif Sakr
(REG) Scalable Block Reporting for HopsFS
Mahmoud Ismail, August Bonds, Salman Niazi, Jim Dowling and Seif Haridi
(SHT) AIOps for a Cloud Object Storage Service
Anna Levin, Shelly Garion, Hillel Kolodner, Dean Lorenz, Katherine Barabash, Michael Kugler and Niall McShane
14:00 – 15:15
Session 9: Analysis Methods 2
Location: Sala Crociera Alta di Studi Umanistici (1), Universitá degli Studi di Milano
(REG) Cluster-Based Join for Geographically Distributed Big RDF Data
Fan Yang, Adina Crainiceanu, Zhiyuan Chen and Don Needham
(SHT) Reducing Feature Embedding Data for Discovering Relations in Big Text Data
Haojie Huang and Raymond Wong