Accepted Papers

Accepted Long Research Papers

PM-Rtree: A Highly-Efficient Crash-Consistent R-tree for Persistent Memory
Brandon Lavinsky and Xuechen Zhang

Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters
Jonathan Bader, Fabian Lehmann, Lauritz Thamsen, Jonathan Will, Ulf Leser and Odej Kao

Northlight: Declarative and Optimized Analysis of Atmospheric Datasets in SparkSQL
Justus Henneberg, Felix Schuhknecht, Philipp Reutter, Nils Brast and Peter Spichtinger

Social Spatio-temporal Keyword Pattern (S²KP) Queries in Multiple Aspect Trajectories Databases
Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Iraklis Varlamis and Yannis Theodoridis

Region-adaptive and Error-controlled Compression for Scientific Application Data using Multilevel Decomposition
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

Harmonizing Privacy Regarding Data Retention and Purging
Nick Scope, Alexander Rasin, Ben Lenard, Karen Heart and James Wagner

From Images to Hydrologic Networks - Understanding the Arctic Landscape with Graphs
Tabea Rettelbach, Moritz Langer, Ingmar Nitze, Benjamin M. Jones, Veit Helm, Johann-Christoph Freytag and Guido Grosse

Journey to the center of the words: Word weighting scheme based on the geometry of word embeddings
Narendra Babu Unnam, P Krishna Reddy, Amit Pandey and Naresh Manwani

Data Leakage Mitigation of User-Defined Functions on Secure Personal Data Management Systems
Robin Carpentier, Iulian Sandu Popa and Nicolas Anciaux

Impact of similarity measures on clustering mixed data
Abdoulaye Diop, Nabil El Malki, Max Chevalier, André Péninou and Olivier Teste

SciTS: A Benchmark for Time-Series Database in Scientific Experiments and Industrial Internet of Things
Jalal Mostafa, Sara Wehbi, Suren Chilingaryan and Andreas Kopmann

Incremental Influential Community Detection in Large Networks
Klearchos Kosmanos, Panos Kalnis and Apostolos Papadopoulos

Benchmark of DNN Model Search at Deployment Time
Lixi Zhou, Arindam Jain, Zijie Wang, Amitabh Das, Yingzhen Yang and Jia Zou

Accepted Short Research Papers

Crack Detection and Localization based onSpatio-Temporal Data using Residual Networks
Matthias Renz, Christian Beth, Fathalla Moreh, Hao Lyu, Steffen Strohm, Zarghaam Haider Rizvi and Frank Wuttke

Building Natural Language Interfaces for Databases in Practice
Claude Lehmann, Dennis Gehrig, Stefan Holdener, Carlo Saladin, João Pedro Monteiro and Kurt Stockinger

News topic detection based on the principle of minimum entropy
Yang Shuang

In-Place Updates in Tree-Encoded Bitmaps
Marcellus Prama Saputra, Eleni Tzirita Zacharatou, Serafeim Papadias and Volker Markl

Bi-directional Log-Structured Merge Tree
Xin Zhang, Qizhong Mao, Ahmed Eldawy, Vagelis Hristidis and Yihan Sun

Recursive SQL for Data Mining
Maximilian Schüle, Alfons Kemper and Thomas Neumann

Static-Dynamic Graph Neural Network for Stock Recommendation
Yanshen He, Qiutong Li, Feng Wu and Jianliang Gao

Exploring Large All-Flash Storage System with Scientific Simulation
Junmin Gu, Greg Eisenhauer, Scott Klasky, Norbert Podhorszki, Ruonan Wang and Kesheng Wu

WSSA: Weakly Supervised Semantic-based approach for Sentiment Analysis
Wissam Maamar Kouadri, Salima Benbernou, Mourad Ouziri and Iheb Ben Amor

Facilitating DoS Attack Detection using Unsupervised Anomaly Detection
Christos Bellas, Georgia Kougka, Athanasios Naskos, Anastasios Gounaris, Athena Vakali and Christos Xenakis

How Powerful are Membership Inference Attacks on Graph Neural Networks?
Abdellah Jnaini, Afafe Bettar and Mohammed Amine Koulali

Tandem Outlier Detectors for Decentralized Data
Marco Heyden, Jürgen Wilwer, Edouard Fouché, Steffen Thoma, Sven Matthiesen and Thomas Gwosch