Series ISSN: 2367-2005
Number 1 (July 30, 2022)
Original publisher: OpenProceedings.org, ISBN: 978-3-89318-088-2, Electronic Edition
Research Track
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A simplified Architecture for Fast, Adaptive Compilation and Execution of SQL Queries
Immanuel Haffner, Jens Dittrich
pp. 1–13
Joint Source and Schema Evolution: Insights from a Study of 195 FOSS Projects
Panos Vassiliadis, Fation Shehaj, George Kalampokis, Apostolos V. Zarras
pp. 27–39
Blue Elephants Inspecting Pandas: Inspection and Execution of Machine Learning Pipelines in SQL
Maximilian E. Schüle, Luca Scalerandi, Alfons Kemper, Thomas Neumann
pp. 40–52
Workload-Aware Query Recommendation Using Deep Learning
Eugenie Y. Lai, Zainab Zolaktaf, Mostafa Milani, Omar AlOmeir, Jianhao Cao, Rachel Pottinger
pp. 53–65
Relational Memory: Native In-Memory Accesses on Rows and Columns
Shahin Roozkhosh, Denis Hoornaert, Ju Hyoung Mun, Tarikul Islam Papon, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso, Manos Athanassoulis
pp. 66–79
Supporting Complex Query Time Enrichment For Analytics
Dhrubajyoti Ghosh, Peeyush Gupta, Sharad Mehrotra, Shantanu Sharma
pp. 92–104
Example-Driven Exploratory Analytics over Knowledge Graphs
Matteo Lissandrini, Katja Hose, Torben Bach Pedersen
pp. 105–117
Predictive Price-Performance Optimization for Serverless Query Processing
Rathijit Sen, Abhishek Roy, Alekh Jindal
pp. 118–130
bloomRF: On Performing Range-Queries in Bloom-Filters with Piecewise-Monotone Hash Functions and Prefix Hashing
Bernhard Mößner, Christian Riegger, Arthur Bernhardt, Ilia Petrov
pp. 131–143
Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning
Yanchuan Chang, Egemen Tanin, Xin Cao, Jianzhong Qi
pp. 144–156
Maliva: Using Machine Learning to Rewrite Visualization Queries Under Time Constraints
Qiushi Bai, Sadeem Alsudais, Chen Li, Shuang Zhao
pp. 157–170
GAM Forest Explanation
Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Alberto Veneri
pp. 171–182
Multi-Dimensional Data Publishing With Local Differential Privacy
Gaoyuan Liu, Peng Tang, Chengyu Hu, Chongshi Jin, Shanqing Guo
pp. 183–194
EGG-SynC: Exact GPU-parallelized Grid-based Clustering by Synchronization
Jakob Rødsgaard Jørgensen, Ira Assent
pp. 195–207
KWIQ: Answering k-core Window Queries in Temporal Networks
Mahdihusain Momin, Raj Kamal, Shantwana Dixit, Sayan Ranu, Amitabha Bagchi
pp. 208–220
GraphTempo: An aggregation framework for evolving graphs
Evangelia Tsoukanara, Georgia Koloniari, Evaggelia Pitoura
pp. 221–233
FLIRT: A Fast Learned Index for Rolling Time frames
Guang Yang, Liang Liang, Ali Hadian, Thomas Heinis
pp. 234–246
Experiments & Analysis Track
Multi-Task Processing in Vertex-Centric Graph Systems: Evaluations and Insights
Siqiang Luo, Zichen Zhu, Xiaokui Xiao, Yin Yang, Chunbo Li, Ben Kao
pp. 247–259
Comprehensive Evaluation of Unrestricted Graph Alignment Algorithms
Konstantinos Skitsas, Karol Orłowski, Judith Hermanns, Davide Mottin, Panagiotis Karras
pp. 260–272
Number 2 (November 02, 2022)
Original publisher: OpenProceedings.org, ISBN: 978-3-89318-093-6, Electronic Edition
Research Track
Enhanced Featurization of Queries with Mixed Combinations of Predicates for ML-based Cardinality Estimation
Magnus Müller, Lucas Woltmann, Wolfgang Lehner
pp. 273–284
Data Provenance for SHACL
Thomas Delva, Anastasia Dimou, Maxime Jakubowski, Jan Van den Bussche
pp. 285–297
Streaming Weighted Sampling over Join Queries
Michael Shekelyan, Graham Cormode, Qingzhi Ma, Ali Mohammadi Shanghooshabad, Peter Triantafillou
pp. 298–310
Exploration of Approaches for In-Database ML
Steffen Kläbe, Stefan Hagedorn, Kai-Uwe Sattler
pp. 311–323
Patched Multi-Key Partitioning for Robust Query Performance
Steffen Kläbe, Kai-Uwe Sattler
pp. 324–336
Integration of Skyline Queries into Spark SQL
Lukas Grasmann, Reinhard Pichler, Alexander Selzer
pp. 337–350
Unsupervised Space Partitioning for Nearest Neighbor Search
Abrar Fahim, Mohammed Eunus Ali, Muhammad Aamir Cheema
pp. 351–363
Vision Papers
Stitcher: Learned Workload Synthesis from Historical Performance Footprints
Chengcheng Wan, Yiwen Zhu, Joyce Cahoon, Wenjing Wang, Katherine Lin, Sean Liu, Raymond Truong, Neetu Singh, Alexandra M Ciortea, Konstantinos Karanasos, Subru Krishnan
pp. 417–423
Experiments & Analysis Track
An Experimental Analysis of Quantile Sketches over Data Streams
Lasantha Fernando, Harsh Bindra, Khuzaima Daudjee
pp. 424–436
Implementing and Evaluating E2LSH on Storage
Yu Nakanishi, Kazuhiro Hiwada, Yosuke Bando, Tomoya Suzuki, Hirotsugu Kajihara, Shintarou Sano, Tatsuro Endo, Tatsuo Shiozawa
pp. 437–449
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