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ORCIDVLDB Workshops 2023: Vancouver, BC, Canada
- Rajesh Bordawekar, Cinzia Cappiello, Vasilis Efthymiou, Lisa Ehrlinger, Vijay Gadepally, Sainyam Galhotra, Sandra Geisler, Sven Groppe, Le Gruenwald, Alon Y. Halevy, Hazar Harmouch, Oktie Hassanzadeh, Ihab F. Ilyas, Ernesto Jiménez-Ruiz, Sanjay Krishnan, Tirthankar Lahiri, Guoliang Li, Jiaheng Lu, Wolfgang Mauerer, Umar Farooq Minhas, Felix Naumann, M. Tamer Özsu, El Kindi Rezig, Kavitha Srinivas, Michael Stonebraker, Satyanarayana R. Valluri, Maria-Esther Vidal, Haixun Wang, Jiannan Wang, Yingjun Wu, Xun Xue, Mohamed Zaït, Kai Zeng:
Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28 - September 1, 2023. CEUR Workshop Proceedings 3462, CEUR-WS.org 2023
14th International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processors and Storage Architectures (ADMS)
- Viktor Sanca, Anastasia Ailamaki:
Post-Moore's Law Fusion: High-Bandwidth Memory, Accelerators, and Native Half-Precision Processing for CPU-Local Analytics. - Matthijs A. Reukers, Yongding Tian, Zaid Al-Ars, H. Peter Hofstee, Matthijs Brobbel, Johan Peltenburg, Jeroen van Straten:
An Intermediate Representation for Composable Typed Streaming Dataflow Designs. - Luís Meruje Ferreira, Fábio Coelho, José Orlando Pereira:
Towards MRAM Byte-Addressable Persistent Memory in Edge Database Systems. - Adrian Riedl, Philipp Fent, Maximilian Bandle, Thomas Neumann:
Exploiting Code Generation for Efficient LIKE Pattern Matching. - Lawrence Benson, Richard Ebeling, Tilmann Rabl:
Evaluating SIMD Compiler-Intrinsics for Database Systems. - Xincheng Xie, Junyoung Kim, Kenneth A. Ross:
GAMUT: Matrix Multiplication-Like Tasks on GPUs. - Miaomiao Cheng, Jiujian Chen, Cheng Zhao, Cheng Chen, Yongmin Hu, Xiaoliang Cong, Liang Qin, Hexiang Lin, Ronghua Li, Guoren Wang, Shuai Zhang, Lei Zhang:
ByteGAP: A Non-continuous Distributed Graph Computing System using Persistent Memory.
5th Applied AI for Database Systems and Applications (AIDB)
- Xianghong Xu, Zhibing Zhao, Tieying Zhang, Rong Kang, Luming Sun, Jianjun Chen:
COOOL: A Learning-To-Rank Approach for SQL Hint Recommendations. - Stefan Igescu, Viktor Sanca, Eleni Zapridou, Anastasia Ailamaki:
Improving K-means Clustering Using Speculation. - Yunjia Zheng, Yuxuan Tian, Joseph Vinish D'silva, Bettina Kemme:
DBMLSched: Scheduling In-database Machine Learning Jobs. - Xi Lyu, Andreas Kipf, Pascal Pfeil, Dominik Horn, Jana Giceva, Tim Kraska:
CorBit: Leveraging Correlations for Compressing Bitmap Indexes. - Ryan Marcus:
Learned Query Superoptimization. - Bhavana Mehta, Neelesh C. A, Prashanth S. Iyer, Mohammad Javad Amiri, Boon Thau Loo, Ryan Marcus:
Towards Adaptive Fault-Tolerant Sharded Databases.
2nd International Workshop on Composable Data Management Systems 2023 (CDMS)
- Satyanarayana R. Valluri, Mohamed Zaït:
Preface CDMS. - Orri Erling:
Horizons of Composability. - Mosha Pasumansky, Benjamin Wagner:
Unbundling of the DBMS stack. - Jordan Tigani:
Hybrid Query Execution; What is a database client, anyway? - Nikita Shamgunov:
Taking Postgres into the 21st Century. - Eugene Kogan:
Innovating with Storage Formats to Push The Limits in A Hybrid Database. - Patrick Damme:
Holistic Extensibility for Integrated Data Analysis Pipelines in DAPHNE (Invited Talk). - Christian Winter, Thomas Neumann, Alfons Kemper:
Relation-Based In-Database Stream Processing. - Akash Shankaran, George Gu, Weiting Chen, Binwei Yang, Chidamber Kulkarni, Mark Rambacher, Nesime Tatbul, David E. Cohen:
The Gluten Open-Source Software Project: Modernizing Java-based Query Engines for the Lakehouse Era. - Hubert Mohr-Daurat, Holger Pirk:
Wisent: An In-Memory Serialization Format for Leafy Trees. - Jacopo Tagliabue, Ciro Greco, Luca Bigon:
Building a Serverless Data Lakehouse from Spare Parts. - Viktor Sanca, Anastasia Ailamaki:
E-Scan: Consuming Contextual Data with Model Plugins. - Adam Kennedy:
Polygraph - An Arrow Format for Large Apache Calcite Query Plans and Multi-Language Data Systems (Lightning Talk). - Aditya Jalan, Muthu Annamalai:
Composable Gateway for Database (Lightning Talk). - Felipe Aramburú:
Using Multiple Composable, Hardware-Accelerated Executors (Lightning Talk). - Hiroyuki Yamada, Toshihiro Suzuki, Vincent Guilpain, Mitsunori Komatsu, Akihiro Okuno, Jun Nemoto:
The Case for Decoupled Transaction Managers (Lightning Talk). - Jimmy Lu:
Techniques in Accelerating Query Processing on GPU. - Philipp M. Grulich, Steffen Zeuch, Volker Markl:
Towards Efficient and Secure UDF Execution with BabelfishLib (Lightning Talk). - Walaa Eldin Moustafa:
The Rise of Open Table Formats: Diving into the Next Decade of Data Lakes.
1st Workshop on Cloud Databases (CloudDB)
- Jessica Berg, Muhammad Haseeb, Haiming Chen, Yaojia Ju, Anirudh Sivaraman, Ravi Netravali, Srinivas Narayana:
QuEST: Fast, Expressive, and Cheap Analytics for Distributed Traces Using Cloud Storage. - Meghdad Mirabi, Carsten Binnig:
QFilter: Towards a Fine-Grained Access Control for Aggregation Query Processing over Secret Shared Data.
2nd International Workshop on Data Ecosystems (DEco)
- Cinzia Cappiello, Sandra Geisler, Maria-Esther Vidal:
Preface DEco. - Matthias Jarke:
Culture Data Space: A Case Study in Federated Data Ecosystems. - Lennart Schinke, Martin Hoppen, Alexander Atanasyan, Xuebilian Gong, Frank Heinze, Kathrin Stollenwerk, Jürgen Roßmann:
Trustful Data Sharing in the Forest-based Sector - Opportunities and Challenges for a Data Trustee. - Marcel Pedroso, Rebecca Salles, Raphael de Freitas Saldanha, Vinicius Kreischer de Almeida, Gabriel Souto, Balthazar Paixão, Sérgio Ricardo de Borba Cruz, Carlos Cardoso, Víctor Ribeiro, Raquel Gritz, Carmen Bonifácio, Matheus Miloski, Carlos Augusto de Sousa, Gizelton Pereira Alencar, Ariane Alves, Nelson Niero Neto, Letícia Sabbadini, Eduardo S. Ogasawara, Christovam Barcellos, Fábio Porto, Lucas Zinato Carraro, Jefferson Lima:
Data Science Platform Applied to Health in Contribution to the Brazilian Unified Health System. - Timo Himmelsbach, Yongli Mou, Stefan Decker, Armin Heinzl:
Towards Federated Machine Learning and Distributed Ledger Technology-based Data Monetization.
Workshop on Databases and Large Language Models (LLMDB)
- Thinh On, Subhodeep Ghosh, Mengnan Du, Senjuti Basu Roy:
Proportionate Diversification of Top-k LLM Results using Database Queries. - Jasmin Mousavi, Arash Termehchy:
Towards Consistent Language Models Using Declarative Constraints. - Christopher Buss, Jasmin Mosavi, Mikhail Tokarev, Arash Termehchy, David Maier, Stefan Lee:
Generating Data Augmentation Queries Using Large Language Models.
6th Polystore Systems for Heterogeneous Data in Multiple Databases with Privacy and Security Assurances (POLY)
- Xinyu Liu, K. Venkatesh Emani, Avrilia Floratou, Joyce Cahoon, Philip Seamark, Carlo Curino:
PolySem: Efficient Polyglot Analytics on Semantic Data. - Hiroyuki Yamada, Akihiro Okuno, Toshihiro Suzuki, Jun Nemoto:
Towards a Practical HTAP Engine for Polystores.
12th International Workshop on Quality in Databases (QDB)
- Lisa Ehrlinger, Hazar Harmouch, Ihab F. Ilyas, Felix Naumann:
Preface QDB. - Fabio Azzalini, Cinzia Cappiello, Chiara Criscuolo, Camilla Sancricca, Letizia Tanca:
Data Quality and Data Ethics: Towards a Trade-off Evaluation. - Cinzia Cappiello, Federico Cerutti, Camilla Sancricca, Riccardo Zanelli:
About the Effects of Data Imputation Techniques on ML Uncertainty. - Shadi Ghasemitaheri, Amelia Holcomb, Lukasz Golab, Srinivasan Keshav:
On the Data Quality of Remotely Sensed Forest Maps. - Yaron Kanza, Rajat Malik, Divesh Srivastava, Caroline Stone, Gordon Woodhull:
Data Quality in Data Streams by Modular Change Point Detection. - Christoph Köhnen, Stefan Klessinger, Jens Zumbrägel, Stefanie Scherzinger:
A Plaque Test for Redundancies in Relational Data.
International Workshop on Quantum Data Science and Management (QDSM)
- Valter Uotila, Sven Groppe, Le Gruenwald, Jiaheng Lu, Wolfgang Mauerer:
Preface QDSM. - Manuel Schönberger, Immanuel Trummer, Wolfgang Mauerer:
Quantum Optimisation of General Join Trees. - Yozef Tjandra, Hendrik Santoso Sugiarto:
An Evolutionary Algorithm Design for Pauli-based Quantum Kernel Classification. - Vijay Adoni, Sajad Fathi Hafshejani, Daya Ram Gaur:
Empirical Evaluation of A Quantum Accelerated Approach for The Central Path Method in Linear Programming. - Le Gruenwald, Tobias Winker, Umut Çalikyilmaz, Jinghua Groppe, Sven Groppe:
Index Tuning with Machine Learning on Quantum Computers for Large-Scale Database Applications. - Gongsheng Yuan, Jiaheng Lu, Yuxing Chen, Sai Wu, Chang Yao, Zhengtong Yan, Tuodu Li, Gang Chen:
Quantum Computing for Databases: A Short Survey and Vision.
Workshop on Serverless Data Analytics (SDA)
- M. Tamer Özsu, Xun Xue:
Preface SDA. - Gustavo Alonso, Ana Klimovic, Tom Kuchler, Michael Wawrzoniak:
Rethinking Serverless Computing: from the Programming Model to the Platform Design. - Fabian Mahling, Paul Rößler, Thomas Bodner, Tilmann Rabl:
BabelMR: A Polyglot Framework for Serverless MapReduce. - Michael Wawrzoniak, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso:
Ephemeral Per-query Engines for Serverless Analytics. - Leonhard F. Spiegelberg, Tim Kraska, Malte Schwarzkopf:
Hyperspecialized Compilation for Serverless Data Analytics.
Workshop on Tabular Data Analysis (TaDA)
- Vasilis Efthymiou, Oktie Hassanzadeh, Ernesto Jiménez-Ruiz, Kavitha Srinivas:
Preface TaDA. - Keti Korini, Christian Bizer:
Column Type Annotation using ChatGPT. - Hamed Mirzaei, Davood Rafiei:
Table Union Search with Preferences. - Liane Vogel, Carsten Binnig:
WikiDBs: A Corpus of Relational Databases From Wikidata. - Aneta Koleva, Martin Ringsquandl, Volker Tresp:
Adversarial Attacks on Tables with Entity Swap. - Arif Usta, Semih Salihoglu:
To Join or Not to Join: An Analysis on the Usefulness of Joining Tables in Open Government Data Portals. - Vijay S. Kumar, Varish Mulwad, Jenny Weisenberg Williams, Tim Finin, Sharad Dixit, Anupam Joshi:
Knowledge Graph-driven Tabular Data Discovery from Scientific Documents. - Viet-Phi Huynh, Yoan Chabot, Raphaël Troncy:
Towards Generative Semantic Table Interpretation. - Eva Chrysostomaki, Maria Stratigi, Vasilis Efthymiou, Kostas Stefanidis, Dimitris Plexousakis:
Fair Sequential Group Recommendations in SQUIRREL Movies. - Davood Rafiei, Arash Dargahi Nobari, Soroush Omidvartehrani:
Discovering and Integrating Tabular Data.
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