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ACM SIGMOD Conference 2023: Seattle, WA, USA - Companion Volume
- Sudipto Das, Ippokratis Pandis, K. Selçuk Candan, Sihem Amer-Yahia:
Companion of the 2023 International Conference on Management of Data, SIGMOD/PODS 2023, Seattle, WA, USA, June 18-23, 2023. ACM 2023, ISBN 978-1-4503-9507-6
Keynote Talks
- Don Chamberlin
:
49 Years of Queries. 1 - Vanessa Murdock
:
Mixed Methods Machine Learning. 3-4 - Shazia Sadiq
:
DEI Perspectives in Information Technology Education. 5
Tutorials
- Julia Stoyanovich
, Meike Zehlike
, Ke Yang
:
Fairness in Ranking: From Values to Technical Choices and Back. 7-12 - Chengliang Chai
, Nan Tang
, Ju Fan
, Yuyu Luo
:
Demystifying Artificial Intelligence for Data Preparation. 13-20 - Tsz Nam Chan
, Leong Hou U
, Byron Choi
, Jianliang Xu
, Reynold Cheng
:
Large-scale Geospatial Analytics: Problems, Challenges, and Opportunities. 21-29 - Arlino Magalhães
, Angelo Brayner
, José Maria Monteiro:
Main Memory Database Recovery Strategies. 31-35 - Jianguo Wang
, Qizhen Zhang
:
Disaggregated Database Systems. 37-44 - Tobias Winker
, Sven Groppe
, Valter Uotila
, Zhengtong Yan
, Jiaheng Lu
, Maja Franz
, Wolfgang Mauerer
:
Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research. 45-52 - Matthias Boehm
, Matteo Interlandi
, Chris Jermaine
:
Optimizing Tensor Computations: From Applications to Compilation and Runtime Techniques. 53-59 - Chao Zhang
, Angela Bonifati
, M. Tamer Özsu
:
An Overview of Reachability Indexes on Graphs. 61-68 - Grace Fan
, Jin Wang
, Yuliang Li
, Renée J. Miller
:
Table Discovery in Data Lakes: State-of-the-art and Future Directions. 69-75 - Wenqi Jiang
, Dario Korolija
, Gustavo Alonso
:
Data Processing with FPGAs on Modern Architectures. 77-82 - Madelon Hulsebos
, Xiang Deng
, Huan Sun
, Paolo Papotti
:
Models and Practice of Neural Table Representations. 83-89
Demonstrations
- Sebastian Schelter
, Stefan Grafberger
, Shubha Guha
, Bojan Karlas
, Ce Zhang
:
Proactively Screening Machine Learning Pipelines with ARGUSEYES. 91-94 - Huidong Zhang, Luyi Qu, Qingshuai Wang
, Rong Zhang, Peng Cai
, Quanqing Xu
, Zhifeng Yang, Chuanhui Yang
:
Dike: A Benchmark Suite for Distributed Transactional Databases. 95-98 - Tsz Nam Chan
, Rui Zang
, Pak Lon Ip
, Leong Hou U
, Jianliang Xu
:
PyNKDV: An Efficient Network Kernel Density Visualization Library for Geospatial Analytic Systems. 99-102 - Marie Fischer
, Paul Roessler
, Paul Sieben
, Janina Adamcic
, Christoph Kirchherr
, Tobias Straeubig
, Youri Kaminsky
, Felix Naumann
:
BCNF* - From Normalized- to Star-Schemas and Back Again. 103-106 - Hu Wang
, Hui Li
, Sourav S. Bhowmick
, Baochao Xu
:
ARENA: Alternative Relational Query Plan Exploration for Database Education. 107-110 - Chenyu Yang
, Ruixue Fan
, Nan Tang
, Meihui Zhang
, Xiaoman Zhao
, Ju Fan
, Xiaoyong Du
:
Pay "Attention" to Chart Images for What You Read on Text. 111-114 - Binyang Dai
, Qichen Wang
, Ke Yi
:
SparkSQL+: Next-generation Query Planning over Spark. 115-118 - Jannis Becktepe
, Mahdi Esmailoghli
, Maximilian Koch
, Ziawasch Abedjan
:
Demonstrating MATE and COCOA for Data Discovery. 119-122 - Fotis Psallidas
, Megan Eileen Leszczynski
, Mohammad Hossein Namaki
, Avrilia Floratou
, Ashvin Agrawal
, Konstantinos Karanasos
, Subru Krishnan
, Pavle Subotic
, Markus Weimer
, Yinghui Wu
, Yiwen Zhu
:
Demonstration of Geyser: Provenance Extraction and Applications over Data Science Scripts. 123-126 - Ka Ho Chow
, Umesh Deshpande
, Veera Deenadhayalan
, Sangeetha Seshadri
, Ling Liu
:
SCAD: Scalability Advisor for Interactive Microservices on Hybrid Clouds. 127-130 - Zichen Zhu
, Subhadeep Sarkar
, Manos Athanassoulis
:
Acheron: Persisting Tombstones in LSM Engines. 131-134 - Jue Wang
, Ke Chen
, Lidan Shou
, Dawei Jiang
, Gang Chen
:
SMILE: A Cost-Effective System for Serving Massive Pretrained Language Models in The Cloud. 135-138 - Immanuel Trummer
:
Demonstrating NaturalMiner: Searching Large Data Sets for Abstract Patterns Described in Natural Language. 139-142 - Hanze Meng
, Zhengjie Miao
, Amir Gilad
, Sudeepa Roy
, Jun Yang
:
Characterizing and Verifying Queries Via CINSGEN. 143-146 - Bhavya Chopra
, Anna Fariha
, Sumit Gulwani
, Austin Z. Henley
, Daniel Perelman
, Mohammad Raza
, Sherry Shi
, Danny Simmons
, Ashish Tiwari
:
CoWrangler: Recommender System for Data-Wrangling Scripts. 147-150 - Kashif Rabbani
, Matteo Lissandrini
, Katja Hose
:
SHACTOR: Improving the Quality of Large-Scale Knowledge Graphs with Validating Shapes. 151-154 - Shubham Agarwal
, Gromit Yeuk-Yin Chan
, Shaddy Garg
, Tong Yu
, Subrata Mitra
:
Fast Natural Language Based Data Exploration with Samples. 155-158 - Yuval Moskovitch
, Jinyang Li
, H. V. Jagadish
:
Dexer: Detecting and Explaining Biased Representation in Ranking. 159-162 - Kajetan Jeremi Maliszewski, Tilman Dietzel
, Jorge-Arnulfo Quiané-Ruiz
, Volker Markl
:
TeeBench: Seamless Benchmarking in Trusted Execution Environments. 163-166 - Tavor Lipman
, Tova Milo
, Amit Somech
:
ATENA-PRO: Generating Personalized Exploration Notebooks with Constrained Reinforcement Learning. 167-170 - Brit Youngmann
, Michael J. Cafarella
, Yuval Moskovitch
, Babak Salimi
:
NEXUS: On Explaining Confounding Bias. 171-174 - Sachin Basil John
, Peter Lindner
, Zhekai Jiang
, Christoph Koch
:
Aggregation and Exploration of High-Dimensional Data Using the Sudokube Data Cube Engine. 175-178 - Saehan Jo
, Immanuel Trummer
:
Demonstration of ThalamusDB: Answering Complex SQL Queries with Natural Language Predicates on Multi-Modal Data. 179-182 - Haneen Mohammed
, Charlie Summers
, Sughosh V. Kaushik
, Eugene Wu
:
SmokedDuck Demonstration: SQLStepper. 183-186 - Aamod Khatiwada
, Roee Shraga
, Renée J. Miller
:
DIALITE: Discover, Align and Integrate Open Data Tables. 187-190 - Mashaal Musleh
, Mohamed F. Mokbel
:
A Demonstration of KAMEL: A Scalable BERT-based System for Trajectory Imputation. 191-194 - Kanchan Chowdhury
, Mohamed Sarwat
:
A Demonstration of GeoTorchAI: A Spatiotemporal Deep Learning Framework. 195-198 - Hesam Shahrokhi
, Callum Groeger
, Yizhuo Yang
, Amir Shaikhha
:
Efficient Query Processing in Python Using Compilation. 199-202
Invited Industrial Papers
- Rogers Jeffrey Leo John
, Dylan Bacon
, Junda Chen
, Ushmal Ramesh
, Jiatong Li
, Deepan Das
, Robert V. Claus
, Amos Kendall
, Jignesh M. Patel
:
DataChat: An Intuitive and Collaborative Data Analytics Platform. 203-215 - Yiwen Zhu
, Yuanyuan Tian
, Joyce Cahoon
, Subru Krishnan
, Ankita Agarwal
, Rana Alotaibi
, Jesús Camacho-Rodríguez
, Bibin Chundatt
, Andrew Chung
, Niharika Dutta
, Andrew Fogarty
, Anja Gruenheid
, Brandon Haynes
, Matteo Interlandi
, Minu Iyer
, Nick Jurgens
, Sumeet Khushalani
, Brian Kroth
, Manoj Kumar
, Jyoti Leeka
, Sergiy Matusevych
, Minni Mittal
, Andreas Müller, Kartheek Muthyala
, Harsha Nagulapalli
, Yoonjae Park
, Hiren Patel
, Anna Pavlenko
, Olga Poppe
, Santhosh Ravindran
, Karla Saur
, Rathijit Sen
, Steve Suh
, Arijit Tarafdar
, Kunal Waghray
, Demin Wang
, Carlo Curino
, Raghu Ramakrishnan
:
Towards Building Autonomous Data Services on Azure. 217-224 - Gaurav Saxena
, Mohammad Rahman
, Naresh Chainani
, Chunbin Lin
, George Caragea
, Fahim Chowdhury
, Ryan Marcus
, Tim Kraska
, Ippokratis Pandis
, Balakrishnan (Murali) Narayanaswamy
:
Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift. 225-237 - Barzan Mozafari
, Radu Alexandru Burcuta
, Alan Cabrera
, Andrei Constantin
, Derek Francis
, David Grömling
, Alekh Jindal
, Maciej Konkolowicz
, Valentin Marian Spac
, Yongjoo Park
, Russell Razo Carranzo
, Nicholas Richardson
, Abhishek Roy
, Aayushi Srivastava
, Isha Tarte
, Brian Westphal
, Chi Zhang
:
Making Data Clouds Smarter at Keebo: Automated Warehouse Optimization using Data Learning. 239-251 - Ihab F. Ilyas
, J. P. Lacerda
, Yunyao Li
, Umar Farooq Minhas
, Ali Mousavi
, Jeffrey Pound
, Theodoros Rekatsinas
, Chiraag Sumanth
:
Growing and Serving Large Open-domain Knowledge Graphs. 253-259
Panels
- Gustavo Alonso
, Natassa Ailamaki
, Sailesh Krishnamurthy
, Sam Madden
, Swami Sivasubramanian
, Raghu Ramakrishnan
:
Future of Database System Architectures. 261-262 - Xin Luna Dong
, Bo Li
, Julia Stoyanovich
, Anthony Kum Hoe Tung
, Gerhard Weikum
, Alon Y. Halevy
, Wang-Chiew Tan
:
Personal Data for Personal Use: Vision or Reality? 263-264
Undergraduate Student Research Competition
- Xiaochen Zhu
:
Link Local Differential Privacy in GNNs via Bayesian Estimation. 265-267 - Yunlong Xu
, Peizhen Yang
, Zhengbin Tao
:
Dangoron: Network Construction on Large-scale Time Series Data across Sliding Windows. 269-271 - Yurong Liu
, Yunlong Xu
:
Sampling over Union of Joins. 273-275
Graduate Student Research Competition
- Mihail Stoian
:
Faster FFT-based Wildcard Pattern Matching. 277-279 - Sergio Luiz Marques Filho
:
Discovering Denial Constraints Using Boolean Patterns. 281-283 - Mihail Stoian
:
Fast Joint Shapley Values. 285-287 - Xin Zhang
:
SynopsisDB: Distributed Synopsis-based Data Processing System. 289-291 - Dario Benvenuti
:
Towards a Framework for Data Pipeline Discovery. 293-294 - Stefan Klessinger
:
Capturing Data-inherent Dependencies in JSON Schema Extraction. 295-297
Workshop Summaries
- Norman May
, Nesime Tatbul
:
International Workshop on Data Management on New Hardware (DaMoN). 299-300 - Danica Porobic
, Tianzheng Wang
:
Workshop on Simplicity in Management of Data (SiMoD). 301-302 - Rajesh Bordawekar
, Oded Shmueli
, Yael Amsterdamer
, Donatella Firmani
, Andreas Kipf
:
Sixth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM). 303-304 - Matthias Boehm
, Madelon Hulsebos
, Shreya Shankar
, Paroma Varma
:
Seventh Workshop on Data Management for End-to-End Machine Learning (DEEM). 305-306 - Olaf Hartig
, Yuichi Yoshida
:
GRADES-NDA'23: 6th Joint Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA). 307-308 - Sven Groppe
, Le Gruenwald
, Ching-Hsien Hsu
:
Third International Workshop on Big Data in Emergent Distributed Environments (BiDEDE). 309-310 - Dominik Moritz
, Behrooz Omidvar-Tehrani
, Sudeepa Roy
:
Seventh Workshop on Human-In-the-Loop Data Analytics (HILDA). 311-312 - Efthimia Aivaloglou
, George Fletcher
, Daphne Miedema
:
DataEd'23 - 2nd International Workshop on Data Systems Education: Bridging Education Practice with Education Research. 313-314 - Tien Tuan Anh Dinh
, Beng Chin Ooi
, Xinying Yang
:
First Workshop on Verifiable Database Systems. 315-316 - Georgia Koutrika
, Nikolaos Laoutaris
, Martino Trevisan
:
Second Data Economy Workshop (DEC). 317-318
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