SSDBM 2021: INTERNATIONAL CONFERENCE ON SCIENTIFIC AND STATISTICAL DATABASE MANAGEMENT
PROGRAM

Days: Tuesday, July 6th Wednesday, July 7th

Tuesday, July 6th

View this program: with abstractssession overviewtalk overview

08:45-09:00 Session 1: Welcome & Opening Remarks
Chair:
08:45
SSDBM'21: Welcome & Opening Remarks
08:53
SSDBM'21: Submission Review Process and Statistics
10:00-12:00 Session 3: Session I: Machine learning / AI
Chair:
10:00
Unsupervised Anomaly Detection For Time Series With Outlier Exposure (abstract)
PRESENTER: Jiaming Feng
10:30
In-Database Machine Learning with SQL on GPUs (abstract)
11:00
Bio-SODA: Enabling Natural Language Question Answering over Knowledge Graphs without Training Data (abstract)
PRESENTER: Ana Claudia Sima
11:30
NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification (abstract)
PRESENTER: Julian Busch
12:00-12:30Lunch Break
12:30-14:30 Session 4: Session III: Indexing and Hashing
Chair:
12:30
Caching Support for Range Query Processing on Bitmap Indices (abstract)
PRESENTER: David Chiu
13:00
MAMBO - Indexing Dead Space to Accelerate Spatial Queries (abstract)
PRESENTER: Giannis Evagorou
13:30
NIR-Tree: A Non-Intersecting R-Tree (abstract)
PRESENTER: Kyle Langendoen
14:00
HInT: Hybrid and Incremental Type Discovery for Large RDF Data Sources (abstract)
14:30-16:30 Session 5: Session V: Short and Demo Papers - DB/KB and Applications
Chair:
14:30
ArrayQL for Linear Algebra within Umbra (abstract)
14:45
Automatic View Selection in Graph Databases (abstract)
PRESENTER: Chao Zhang
15:00
MASCARA-FPGA cooperation model: Query Trimming through accelerators (abstract)
15:15
WBSum: Workload-based Summaries for RDF/S KBs (abstract)
15:30
On Lowering Merge Costs of an LSM Tree (abstract)
PRESENTER: Dai Hai Ton That
15:45
Practical Fully-Decentralized Secure Aggregation for Personal Data Management Systems (abstract)
PRESENTER: Julien Mirval
16:00
MISE: An Array-Based Integrated System for Atmospheric Scanning LiDAR (abstract)
PRESENTER: Kyoseung Koo
Wednesday, July 7th

View this program: with abstractssession overviewtalk overview

08:30-08:45 Session 6: Best Paper Awards Announcement
Chair:
08:30
SSDBM'21: Best Paper Awards Announcement
08:35
Best Paper Award Ceremony Speech
08:38
Best Paper Runner-Up Speech 1
08:41
Best Paper Runner-Up Speech 2
09:45-11:45 Session 8: Session II: Graph Data Analysis
09:45
Accelerating Depth-First Traversal by Graph Ordering (abstract)
PRESENTER: Qiuyi Lyu
10:15
Distributed Enumeration of Four Node Graphlets at Quadrillion-Scale (abstract)
PRESENTER: Yudi Santoso
10:45
Graph-based Strategy for Establishing Morphology Similarity (abstract)
PRESENTER: Namit Juneja
11:15
Truss Decomposition on Large Probabilistic Networks using H-Index (abstract)
PRESENTER: Fatemeh Esfahani
11:45-12:45 Session 9: Panel: Scalable Query Processing and Engines over Cloud Databases (Moderator: Alfredo Cuzzocrea)
11:45
Panel talk: Alfredo Cuzzocrea
11:55
Panel talk: Daniel Deutch
12:05
Panel talk: Daniel Abadi
12:15
Panel talk: Minos Garofalakis
12:45-13:00Lunch Break
13:00-15:00 Session 10: Session IV: Querying and Data Transformation
13:00
Subarray Skyline Query Processing in Array Databases (abstract)
PRESENTER: Dalsu Choi
13:30
SDTA: An Algebra for Statistical Data Transformation (abstract)
PRESENTER: Jie Song
14:00
Online Landmark-Based Batch Processing of Shortest Path Queries (abstract)
PRESENTER: Manuel Hotz
14:30
Sub-trajectory Similarity Join with Obfuscation (abstract)
PRESENTER: Yanchuan Chang
15:00-17:00 Session 11: Session VI: Short Papers - Spatial, Temporal, and Broader ML Applications
15:00
Local Gaussian Process Model Inference Classification for Time Series Data (abstract)
PRESENTER: Fabian Berns
15:15
Missing Data Patterns: From Theory to an Application in the Steel Industry (abstract)
PRESENTER: Michal Bechny
15:30
Automatic Selection of Analytic Platforms with ASAP-DM (abstract)
PRESENTER: Manuel Fritz
15:45
DJEnsemble: a Cost-Based Selection and Allocation of a Disjoint Ensemble of Spatio-temporal Models (abstract)
PRESENTER: Rafael Pereira
16:00
Frequent Itemsets Mining with a Guaranteed Local Differential Privacy in Small Datasets (abstract)
PRESENTER: Sharmin Afrose
16:15
MoParkeR : Multi-objective Parking Recommendation (abstract)
16:30
SCHeMa: Scheduling Scientific Containers on a Cluster of Heterogeneous Machines (abstract)