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34th International Conference on Scientific and Statistical Database Management

July 6-8, 2022 — Copenhagen, Denmark

Submission Deadline (1st round): March 14, 2022 at 23:59 AoE (Anywhere on Earth) time

Submission Deadline (2nd round): April 20, 2022 at 23:59 AoE (Anywhere on Earth) time

Notification: May 16, 2022

Camera-Ready Deadline: June 6, 2022

Author Registration Deadline: June 10, 2022

University of Copenhagen

Program Overview

Day 1 (Wednesday July 6):

Time Event
08:30 - 09:00 Reigistration with coffee and light breakfast
09:00 - 09:15 SSDBM Opening by Yongluan Zhou
09:15 - 10:30 Keynote 1 by Christian S. Jensen (slides)
10:30 - 11:00 Break
11:00 - 12:00 Research Session 1 - Applied Computing
Session Chair: Scott Klasky
12:00 - 13:30 Lunch Break
13:30 - 14:30 Research Session 2 - Machine Learning - short papers
Session Chair: Carlo Saladin
14:30 - 15:00 Break
15:00 - 16:25 Research Session 3 - Indexing & Querying
Session Chair: Claude Lehmann
16:25 - 18:00 Poster and Reception

Day 2 (Thursday July 7):

Time Event
08:30 - 09:00 Reigistration with coffee and light breakfast
09:00 - 10:15 Keynote 2 by Deb Agarwal (slides)
10:15 - 10:45 Break
10:45 - 12:15 Research Session 4 - Graph Data & Mining
Session Chair: Qian Gong
12:15 - 13:45 Lunch Break
13:45 - 15:00 Keynote 3 by Scott A. Klasky (slides)
15:00 - 15:30 Break
15:30 - 16:45 Research Session 5 - Machine Learning and Applied Computing
Session Chair: Xuechen Zhang
17:00 - 18:30 Excursion
19:00 - 21:00 Conference Banquet

Day 3 (Friday July 8):

Time Event
08:30 - 09:00 Reigistration with coffee and light breakfast
09:00 - 09:15 Announcement of SSDBM 2023
09:15 - 10:30 Keynote 4 by Peter Baumann (slides)
10:30 - 11:00 Break
11:00 - 12:25 Research Session 6 - Data Science
Session Chair: Alexander Rasin
12:25 - 13:55 Closing and Lunch

Research Sessions

Day 1 (Wednesday July 6):

Research Session 1

11:00 - 12:00 Research Session 1 - Applied computing
11:00 - 11:20 Jonathan Bader, Fabian Lehmann, Lauritz Thamsen, Jonathan Will, Ulf Leser and Odej Kao. Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters
11:20 - 11:40 Narendra Babu Unnam, P Krishna Reddy, Amit Pandey and Naresh Manwani. Journey to the center of the words: Word weighting scheme based on the geometry of word embeddings
video
11:40 - 12:00 Robin Carpentier, Iulian Sandu Popa and Nicolas Anciaux. Data Leakage Mitigation of User-Defined Functions on Secure Personal Data Management Systems

Research Session 2

13:30 - 14:30 Research Session 2 - Machine Learning - short papers
13:30 - 13:45 Matthias Renz, Christian Beth, Fathalla Moreh, Hao Lyu, Steffen Strohm, Zarghaam Haider Rizvi and Frank Wuttke. Crack Detection and Localization based onSpatio-Temporal Data using Residual Networks (short)
13:45 - 14:00 Yanshen He, Qiutong Li, Feng Wu and Jianliang Gao. Static-Dynamic Graph Neural Network for Stock Recommendation (short)
video
14:00 - 14:15 Wissam Maamar Kouadri, Salima Benbernou, Mourad Ouziri and Iheb Ben Amor. WSSA: Weakly Supervised Semantic-based approach for Sentiment Analysis (short)
14:15 - 14:30 Abdellah Jnaini, Afafe Bettar and Mohammed Amine Koulali. How Powerful are Membership Inference Attacks on Graph Neural Networks? (short)
video

Research Session 3

15:00 - 16:25 Research Session 3 - Indexing & Querying
15:00 - 15:20 Brandon Lavinsky and Xuechen Zhang. PM-Rtree: A Highly-Efficient Crash-Consistent R-tree for Persistent Memory
video
15:20 - 15:40 Qian Gong, Ben Whitney, Chengzhu Zhang, Xin Liang, Anand Rangarajan, Jieyang Chen, Lipeng Wan, Paul Ullrich, Qing Liu, Robert Jacob, Sanjay Ranka and Scott Klasky. Region-adaptive and Error-controlled Compression for Scientific Application Data using Multilevel Decomposition
15:40 - 15:55 Marcellus Prama Saputra, Eleni Tzirita Zacharatou, Serafeim Papadias and Volker Markl. In-Place Updates in Tree-Encoded Bitmaps (short)
15:55 - 16:10 Xin Zhang, Qizhong Mao, Ahmed Eldawy, Vagelis Hristidis and Yihan Sun. [short paper] Bi-directional Log-Structured Merge Tree (short)
video
16:10 - 16:25 Claude Lehmann, Dennis Gehrig, Stefan Holdener, Carlo Saladin, João Pedro Monteiro and Kurt Stockinger. Building Natural Language Interfaces for Databases in Practice (short)
video

Day 2 (Thursday July 7):

Research Session 4

10:45 - 12:15 Research Session 4 - Graph Data & Mining
10:45 - 11:05 Tabea Rettelbach, Moritz Langer, Ingmar Nitze, Benjamin M. Jones, Veit Helm, Johann-Christoph Freytag and Guido Grosse. From Images to Hydrologic Networks - Understanding the Arctic Landscape with Graphs
11:05 - 11:25 Klearchos Kosmanos, Panos Kalnis and Apostolos Papadopoulos. Incremental Influential Community Detection in Large Networks
video
11:25 - 11:45 Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Iraklis Varlamis and Yannis Theodoridis. Social Spatio-temporal Keyword Pattern (S²KP) Queries in Multiple Aspect Trajectories Databases
video
11:45 - 12:00 Maximilian Schüle, Alfons Kemper and Thomas Neumann. Recursive SQL for Data Mining (short)
video
12:00 - 12:15 Yang Shuang. News topic detection based on the principle of minimum entropy (short)

Research Session 5

15:30 - 16:45 Research Session 5 - Machine Learning and Applied Computing
15:30 - 15:50 Abdoulaye Diop, Nabil El Malki, Max Chevalier, André Péninou and Olivier Teste. Impact of similarity measures on clustering mixed data
15:50 - 16:10 Lixi Zhou, Arindam Jain, Zijie Wang, Amitabh Das, Yingzhen Yang and Jia Zou. Benchmark of DNN Model Search at Deployment Time
video
16:10 - 16:30 Nick Scope, Alexander Rasin, Ben Lenard, Karen Heart and James Wagner. Harmonizing Privacy Regarding Data Retention and Purging
16:30 - 16:45 Junmin Gu, Greg Eisenhauer, Scott Klasky, Norbert Podhorszki, Ruonan Wang and Kesheng Wu. Exploring Large All-Flash Storage System with Scientific Simulation (short)
video

Day 3 (Friday July 8):

Research Session 6

11:00 - 12:10 Research Session 6 - Data Science
11:00 - 11:20 Jalal Mostafa, Sara Wehbi, Suren Chilingaryan and Andreas Kopmann. SciTS: A Benchmark for Time-Series Database in Scientific Experiments and Industrial Internet of Things
video
11:20 - 11:40 Justus Henneberg, Felix Schuhknecht, Philipp Reutter, Nils Brast and Peter Spichtinger. Northlight: Declarative and Optimized Analysis of Atmospheric Datasets in SparkSQL
video
11:40 - 11:55 Christos Bellas, Georgia Kougka, Athanasios Naskos, Anastasios Gounaris, Athena Vakali and Christos Xenakis. Facilitating DoS Attack Detection using Unsupervised Anomaly Detection (short paper)
11:55 - 12:10 Marco Heyden, Jürgen Wilwer, Edouard Fouché, Steffen Thoma, Sven Matthiesen and Thomas Gwosch. Tandem Outlier Detectors for Decentralized Data (short)