Registration

9:15-9:30 AM

Opening remarks

AM Session 1
9:30-10:30 AM

Keynote 1 (ROOM 100): Rob Ross, Senior Scientist, Interim Director of MCS, Argonne National Laboratory [pdf]
Title: A renaissance for data management in HPC?

10:30-11:00 AM

Break

AM Session 2
11:00-12:30 AM

Long Papers Session: Streaming I (ROOM 100, Session chair: Goce Trajcevski)

• Incremental Discovery of Inclusion Dependencies, Nuhad Shaabani and Christoph Meinel
• FlatFIT: Accelerated Incremental Sliding-Window Aggregation For Real-Time Analytics, Anatoli Shein, Panos Chrysanthis and Alexandros Labrinidis
• Generating What-If Scenarios for Time Series Data, Lars Kegel, Martin Hahmann and Wolfgang Lehner

12:30-1:30 PM

Working Lunch (lunch box provided)
Topic: presentation on SSDBM 2018 conference at Bolzano, Italy

PM Session 1
1:30-3:00

Long Papers Session: Streaming II (ROOM 100, Session chair: Johann Gamper)

• Managing Sensor Data Streams: Lessons Learned from the WeBike Project, Christian Gorenflo, Lukasz Golab and Srinivasan Keshav
• Incremental Temporal Pattern Mining Using Efficient Batch-Free Stream Clustering, Yifeng Lu, Marwan Hassani and Thomas Seidl
• Query Suggestion to allow Intuitive Interactive Search in Multidimensional Time Series, Yifei Ding and Eamonn Keogh

3:00-3:30 PM

Break

PM Session 2
3:30-4:30 PM

PANEL 1: On-line Analytics (ROOM 100) [pdf]
Chair: Scott Klasky (ORNL)
Panelists: Will Schroeder (Kitware), Dave Poulsen (HDF group), Matthew Wolf (ORNL), Tom Peterka (ANL) and Shinjae Yoo (BNL)

AM Session 1
8:30-10:00 AM

Long Papers Session: Graphs (ROOM 200, Session chair: Florin Rusu)

• A Benchmark for Betweenness Centrality Approximation Algorithms on Large Graphs, Ziyad Alghamdi, Fuad Jamour, Spiros Skiadopoulos and Panos Kalnis
• On-line Versioned Schema Inference for Large Semantic Web Data sources, Kenza Kellou-Menouer and Zoubida Kedad
• Edge Labeling Schemes for Graph Data, Oshini Goonetilleke, Danai Koutra, Timos Sellis and Kewen Liao

10:00-10:30 AM

Break

AM Session 2
10:30-12:00 AM

Short Paper Posters and Demo Introductions (ROOM 200, Session chair: John Wu)

• How the Passengers Flow in Complex Metro Networks?, Guandong Sun, Yun Xiong and Yangyong Zhu
• DualDB: An Efficient LSM-based Publish-Subscribe Storage System, Mohiuddin Abdul Qader and Vagelis Hristidis
• DistriPlan - An Optimized Join Execution Framework for Geo-Distributed Scientific Data, Roee Ebenstein and Gagan Agrawal
• Challenges of Differentially Private Release of Data Under an Open-world Assumption, Elham Naghizade, James Bailey, Lars Kulik and Egemen Tanin
• Mining Persistent and Discriminative Communities in Graph Ensembles, Steve Harenberg, Mandar Chaudhary and Nagiza Samatova
• High-Definition Digital Elevation Modelling in Autonomous Driving, Andi Zang, Xin Chen and Goce Trajcevski
• High Performance IO Tools for Mesh in Numerical Simulations, William Dai
• Discovering partial periodic itemsets in temporal databases, Uday Kiran
• Detecting Global Hyperparaboloid Correlated Clusters Based on Hough Transform, Daniyal Kazempour, Markus Mauder, Peer Kröger and Thomas Seidl
• Tiling Strategies for Distributed Point Cloud Databases, János Szalai-Gindl, László Dobos and István Csabai
• Computing Isochrones in Multimodal Spatial Networks using Tile Regions, Nikolaus Krismer, Doris Silbernagl, Günther Specht and Johann Gamper
• Location and Processing Aware Datacube Caching, Veranika Levkevich, Dimitar Misev, Vlad Merticariu and Peter Baumann
• MELT: Mapreduce-based Efficient Large-scale Trajectory Anonymization, Katrina Ward, Dan Lin and Sanjay Madria
• BYOI: Augmenting Live Databases with Flexible Indices, James Wagner, Alexander Rasin and Tanu Malik
• Improving Statistical Similarity Based Data Reduction for Non-Stationary Data, Dongeun Lee, Alex Sim, Jaesik Choi and Kesheng Wu
• Dynamic Group Trip Planning Queries in Spatial Databases, Anika Tabassum, Sukarna Barua, Tanzima Hashem and Tasmin Chowdhury
• SGVCut: A Vertex-Cut Partitioning Tool for Random Walks-based Computations over Social Network graphs (demo), Yifan Li, Camelia Constantin and Cedric Du Mouza
• VISOR: Visualizing Summaries of Ordered Data (demo), Giovanni Mahlknecht, Anton Dignös, Johann Gamper and Michael Böhlen
• Skluma: A statistical learning pipeline for taming unkempt data repositories (demo), Paul Beckman, Tyler Skluzacek, Kyle Chard and Ian Foster
• Fides: A Platform for Responsible Data Science, Bill Howe, Julia Stoyanovich, Serge Abiteboul, Gerome Miklau, Arnaud Sahuguet and Gerhard Weikum
• Measuring Fairness in Ranked Outputs, Ke Yang and Julia Stoyanovich
• DataSynthesizer: Privacy-Preserving Synthetic Datasets (demo), Haoyue Ping, Julia Stoyanovich and Bill Howe

12:00-2:00 PM

Working Lunch, Poster, and Demo session (ROOM 621, lunch buffet provided)
Topic: attendees to discuss posters with presenters - posters already mounted.

PM Session 1
2:00-3:30

Long Papers Session: Spatial Data (ROOM 200, Session Chair: Peter Baumann)

• BLOCK: Efficient Execution of Spatial Range Queries in Main-Memory, Matthaios Olma, Farhan Tauheed, Thomas Heinis and Anastasia Ailamaki
• Probabilistic k-Nearest Neighbor Monitoring of Moving Gaussians, Kostas Patroumpas and Christos Koutras
• Class-based Conditional MaxRS Query in Spatial Data Streams, Mir Imtiaz Mostafiz, S.M.Farabi Mahmud, Muhammed Mas-Ud Hussain, Mohammed Eunus Ali and Goce Trajcevski

3:30-4:00 PM

Break

PM Session 2
4:00-5:30 PM

Long Papers Session: Best Papers (ROOM 200, Session chair: Alok Choudhary)

• Computing Influence of a Product through Uncertain Reverse Skyline, Best Paper, Md Saiful Islam, Wenny Rahayu, Chengfei Liu, Tarique Anwar and Bela Stantic
• Multi-Hypothesis CSV parsing, Best Paper Runner Up, Till Döhmen, Hannes Mühleisen and Peter Boncz
• Fast Join Algorithms on GPUs: Design and Implementation, Best Paper Runner Up, Ran Rui and Yi-Cheng Tu

7:00-10:00 PM

Dinner Cruise (Boarding at 6:30)
Departing from Navy Pier.

AM Session 1
9:00-10:00 AM

Keynote 2 (ROOM 200): Lucy Nowell, DOE [pdf]
Title: Science in the Era of Extreme Heterogeneity

10:00-10:30 AM

Break

AM Session 2
10:30-12:00 AM

Long Papers Session: Querying (ROOM 200, Session chair: Egemen Tanin)

• A Unified Correlation-based Approach to Sampling Over Joins, Niranjan Kamat and Arnab Nandi
• Active Learning with Density-Initialized Decision Tree for Record Matching, Chenxiao Dou
• SHRec: Scalable Holistic Recommendation, Ahmed Aly, Moustafa Hammad and Amr Ahmed

12:00-1:00 PM

Working Lunch (lunch box provided)
Topic: discuss research areas for future conferences ? solicit suggestions from attendees

PM Session 1
1:00-2:30

Long Papers Session: Data Analysis (ROOM 200, Session chair: Arie Shoshani)

• Dot-Product Join: Scalable In-Database Linear Algebra for Big Model Analytics, Chengjie Qin and Florin Rusu
• Data Series Similarity Using Correlation-Aware Measures, Katsiaryna Mirylenka, Michele Dallachiesa and Themis Palpanas
• Bi-Level Online Aggregation on Raw Data, Yu Cheng, Weijie Zhao and Florin Rusu

2:30-3:00 PM

Break

PM Session 2
3:30-4:30 PM

PANEL 2: Theory-guided Data Science (ROOM 200)
Chair: Vipin Kumar (University of Minnesota)
Panelists: Lucy Nowell (DOE), Tanya Berger-Wolf (University of Illinois Chicago), Sai Ravela (MIT), and Anuj Karpatne (MIT)