| Can Learned Models Replace Hash Functions? |
EAB |
Ibrahim Sabek (MIT)*; Kapil Vaidya (MIT); Dominik Horn (Technical University of Munich (TUM)); Andreas Kipf (Amazon Web Services); Michael Mitzenmacher (Harvard); Tim Kraska (MIT) |
| M2Bench: A Database Benchmark for Multi-Model Analytic Workloads |
EAB |
Bogyeong Kim (Seoul National University); Kyoseung Koo (Seoul National University); Undraa Enkhbat (Seoul National University); Sohyun Kim (Seoul National University Database System Lab); Juhun Kim (Seoul National University); Bongki Moon (Seoul National University)* |
| The LDBC Social Network Benchmark: Business Intelligence Workload |
EAB |
Gabor Szarnyas (CWI)*; Jack Waudby (Newcastle University); Ben Steer (pometry); David Szakallas (LDBC); Altan Birler (TUM); Mingxi Wu (Tigergraph inc); Yuchen Zhang (TigerGraph); Peter Boncz (CWI) |
| A Design Space Exploration and Evaluation for Main-Memory Hash Joins in Storage Class Memory |
EAB |
Wentao Huang (National University of Singapore)*; Yunhong Ji (Renmin University of China); Xuan Zhou (East China Normal University); Bingsheng He (National University of Singapore); Kian-Lee Tan (National University of Singapore) |
| Cloud Analytics Benchmark |
EAB |
Alexander van Renen (Friedrich-Alexander-Universität Erlangen-Nürnberg)*; Viktor Leis (Technische Universität München) |
| When Database Meets New Storage Devices: Understanding and Exposing Performance Mismatches via Configurations |
EAB |
Haochen He (National University of Defense Technology)*; Erci Xu (NUDT); Shanshan Li (National University of Defense Technology); Zhouyang Jia (National University of Defense Technology); Si Zheng (National University of Defense Technology); Yue Yu (National University of Defense Technology); Jun Ma (National University of Defense Technology); Xiangke Liao (School of Computer Science,National University of Defense Technology) |
| The Case for Learned In-Memory Joins |
EAB |
Ibrahim Sabek (MIT)*; Tim Kraska (MIT) |
| Benchmarking the Utility of 𝑤-event Differential Privacy Mechanisms - When Baselines Become Mighty Competitors (EA&B) |
EAB |
Christine Schäler (Karlsruhe Institute of Technology (KIT)); Thomas Hütter (University of Salzburg); Martin Schäler (University of Salzburg)* |
| An Experimental Evaluation of Process Concept Drift Detection |
EAB |
Jan Niklas Adams (Chair for Process and Data Science, RWTH Aachen)*; Cameron Pitsch (RWTH Aachen University); Tobias Brockhoff (Chair of Process and Data Science, RWTH Aachen University); Wil M.P. van der Aalst (RWTH Aachen University) |
| Pollock: A Data Loading Benchmark |
EAB |
Gerardo Vitagliano (Hasso Plattner Institute)*; Mazhar Hameed (Hasso Plattner Institute); Lan Jiang (Hasso Plattner Institute); Lucas Reisener (Hasso Plattner Institute); Eugene Wu (Columbia University); Felix Naumann (Hasso Plattner Institute, University of Potsdam) |
| Learned Index: A Comprehensive Experimental Evaluation |
EAB |
Zhaoyan Sun (Tsinghua University); Xuanhe Zhou (Tsinghua); Guoliang Li (Tsinghua University)* |
| Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances |
EAB |
John Paparrizos (The Ohio State University)*; Kaize Wu (University of Chicago); Aaron J Elmore (University of Chicago); Christos Faloutsos (CMU); Michael Franklin (University of Chicago) |
| VeriBench: Analyzing the Performance of Database Systems with Verifiability |
EAB |
Cong Yue (National University of Singapore); Meihui Zhang (Beijing Institute of Technology); Changhao Zhu (Beijing Institute of Technology); Gang Chen (Zhejiang University); Dumitrel Loghin (National University of Singapore); Beng Chin Ooi (NUS)* |
| Pre-trained Embeddings for Entity Resolution: An Experimental Analysis |
EAB |
Alexandros Zeakis (National and Kapodistrian University of Athens); George Papadakis (University of Athens); Dimitrios Skoutas (Athena Research Center)*; Manolis Koubarakis (University of Athens, Greece) |
| NVM: Is it Not Very Meaningful for Databases? |
EAB |
Dimitrios Koutsoukos (ETHZ)*; Raghav Bhartia (ETH); Michal Friedman (ETH); Ana Klimovic (ETH Zurich); Gustavo Alonso (ETHZ) |
| Analyzing Vectorized Hash Tables Across CPU Architectures |
EAB |
Maximilian Böther (ETH Zurich)*; Lawrence Benson (HPI, University of Potsdam); Ana Klimovic (ETH Zurich); Tilmann Rabl (HPI, University of Potsdam) |
| Semi-Oblivious Chase Termination for Linear Existential Rules: An Experimental Study |
EAB |
Marco Calautti (University of Milan); Mostafa Milani (The University of Western Ontario); Andreas Pieris (University of Edinburgh & University of Cyprus)* |
| Simple Adaptive Query Processing vs. Learned Query Optimizers: Observations and Analysis (Experiment, Analysis & Benchmark) |
EAB |
Yunjia Zhang (University of Wisconsin-Madison)*; Yannis Chronis (University of Wisconsin Madison); Jignesh Patel (UW - Madison); Theodoros Rekatsinas (ETH Zurich) |
| A Deep Dive into Common Open Formats for Analytical DBMSs |
EAB |
Chunwei Liu (MIT)*; Anna Pavlenko (Microsoft Gray Systems Lab); Matteo Interlandi (Microsoft); Brandon Haynes (Microsoft Gray Systems Lab) |
| Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy |
EAB |
Lucas Rosenblatt (NYU)*; Bernease R Herman (University of Washington); Anastasia Holovenko (Ukrainian Catholic University); Wonkwon Lee (NYU); Joshua Loftus (London School of Economics); Elizabeth McKinnie (Microsoft); Taras Rumezhak (Ukrainian Catholic University); Andrii Stadnik (Ukrainian Catholic University); Bill G Howe (University of Washington); Julia Stoyanovich (New York University) |
| Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching |
EAB |
Nima Shahbazi (University of Illinois at Chicago)*; Nikola Danevski (University of Rochester); Fatemeh Nargesian (University of Rochester); Abolfazl Asudeh (University of Illinois Chicago); Divesh Srivastava (AT&T Chief Data Office) |
| TSM-Bench: Benchmarking Time Series Database Systems for Monitoring Applications |
EAB |
Abdelouahab Khelifati (University of Fribourg)*; Mourad Khayati (University of Fribourg); Anton Dignös (Free University of Bozen-Bolzano); Djellel Difallah (NYU); Philippe Cudre-Mauroux (University of Fribourg) |
| Choose Wisely: An Extensive Evaluation of Model Selection for Anomaly Detection in Time Series |
EAB |
Emmanouil Sylligardos (FORTH); Paul Boniol (Université de Paris)*; John Paparrizos (The Ohio State University); Panos Trahanias (FORTH); Themis Palpanas (Université Paris Cité) |
| C5: Cloned Concurrency Control that Always Keeps Up |
Research |
Jeffrey Helt (Princeton University)*; Abhinav Sharma (Meta Platforms); Daniel J Abadi (UMD); Wyatt Lloyd (Princeton University); Jose Faleiro (Microsoft) |
| FlexChain: An Elastic Disaggregated Blockchain |
Research |
Chenyuan Wu (University of Pennsylvania)*; Mohammad Javad Amiri (University of Pennsylvania); Jared Asch (University of Pennsylvania); Heena Nagda (University of Pennsylvania); Qizhen Zhang (University of Pennsylvania); Boon Thau Loo (Univ. of Pennsylvania) |
| MiCS: Near-linear Scaling for Training Gigantic Model on Public Cloud |
Research |
Zhen Zhang (Johns Hopkins University)*; Shuai Zheng (Amazon Web Services); Yida Wang (Amazon); Justin Chiu (Amazon); George Karypis (Amazon); Trishul A Chilimbi (Amazon); Mu Li (Amazon); Xin Jin (Peking University) |
| Privacy-preserving Cooperative Online Matching over Spatial Crowdsourcing Platforms |
Research |
Yi Yang (Beijing Institute of Technology)*; Yurong Cheng (Beijing institute of technology); Ye Yuan (Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology); Lei Chen (Hong Kong University of Science and Technology); Yongjiao Sun (Northeastern University) |
| Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning |
Research |
Jiayi Wang (Tsinghua University)*; Chengliang Chai (Beijing Institute of Technology); Nan Tang (Qatar Computing Research Institute, HBKU); Jiabin Liu (Tsinghua University); Guoliang Li (Tsinghua University) |
| STARRY: Multi-master Transaction Processing on Semi-leader Architecture |
Research |
Zihao Zhang (East China Normal University); Huiqi Hu (East China Normal University)*; Xuan Zhou (East China Normal University); Jiang Wang (Huawei) |
| TreeLine: An Update-In-Place Key-Value Store for Modern Storage |
Research |
Geoffrey X. Yu (Massachusetts Institute of Technology)*; Markos Markakis (Massachusetts Institute of Technology); Andreas Kipf (Amazon Web Services); Per-Ake Larson (University of Waterloo); Umar Farooq Minhas (Apple); Tim Kraska (MIT) |
| Efficient Maximum k-Plex Computation over Large Sparse Graphs |
Research |
Lijun Chang (The University of Sydney)*; Mouyi Xu (The University of Sydney); Darren Strash () |
| Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity |
Research |
Haitao Yuan (Nanyang Technological University)*; Guoliang Li (Tsinghua University); Zhifeng Bao (RMIT University) |
| DPXPlain: Privately Explaining Aggregate Query Answers |
Research |
Yuchao Tao (SNAP)*; Amir Gilad (The Hebrew University); Ashwin Machanavajjhala (Duke); Sudeepa Roy (Duke University, USA) |
| Online Schema Evolution is (Almost) Free for Snapshot Databases |
Research |
Tianxun Hu (Simon Fraser University)*; Tianzheng Wang (Simon Fraser University); Qingqing Zhou (Tencent) |
| LIDER: An Efficient High-dimensional Learned Index for Large-scale Dense Passage Retrieval |
Research |
Yifan Wang (University of Florida)*; Haodi Ma (University of Florida); Daisy Zhe Wang (Univeresity of Florida) |
| Models and Mechanisms for Spatial Data Fairness |
Research |
Sina Shaham (University of Southern California); Gabriel Ghinita (Hamad Bin Khalifa University)*; Cyrus Shahabi (Computer Science Department. University of Southern California) |
| Influence Maximization in Real-World Closed Social Networks |
Research |
Shixun Huang (RMIT); Wenqing Lin (Tencent); Zhifeng Bao (RMIT University)*; Jiachen Sun (TENCENT) |
| OpBoost: A Vertical Federated Tree Boosting Framework Based on Order-Preserving Desensitization |
Research |
Xiaochen Li (Zhejiang university)*; Yuke Hu (Zhejiang University); Weiran Liu (Alibaba Group); Hanwen Feng (Alibaba Group); Li Peng (Alibaba Group); Yuan Hong (University of Connecticut); Kui Ren (Zhejiang University); Zhan Qin (Zhejiang University) |
| HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning |
Research |
Malinga Perera (University of Melbourne)*; Bastian Oetomo (University of Melbourne); Benjamin Rubinstein (University of Melbourne); Renata Borovica-Gajic (University of Melbourne) |
| Erebus: Explaining the Outputs of Data Streaming Queries |
Research |
Dimitris Palyvos-Giannas (Chalmers University of Technology)*; Katerina Tzompanaki (CY Cergy Paris University); Marina Papatriantafilou (Chalmers University of Technology); Vincenzo Gulisano (Chalmers University of Technology) |
| PLIN: A Persistent Learned Index for Non-Volatile Memory with High Performance and Instant Recovery |
Research |
Zhou Zhang (USTC); Zhaole Chu (University of Science and Technology of China); Peiquan Jin (Universiity of Science and Technology of China)*; Yongping Luo (University of Science and Technology of China); Xike Xie (University of Science and Technology of China); Shouhong Wan (Univerisity of Science and Technology of China); Yun Luo (Tencent); Xufei Wu (Tencent); Peng Zou (Tencent); Chunyang Zheng (Intel); Guoan Wu (Intel); Andy Rudoff (Intel) |
| Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees |
Research |
Zuozhi Wang (U C IRVINE)*; Shengquan Ni (U C Irvine); Avinash Kumar (U C IRVINE); Chen Li (UC Irvine) |
| Fast Approximate Denial Constraint Discovery |
Research |
Renjie Xiao (Fudan University); Zijing Tan (Fudan University)*; Haojin Wang (Fudan University); Shuai Ma (Beihang University) |
| Happiness Maximizing Sets under Group Fairness Constraints |
Research |
Jiping Zheng (Nanjing University of Aeronautics and Astronautics); Yuan Ma (Nanjing University of Aeronautics and Astronautics); Wei Ma (Nanjing University of Aeronautics and Astronautics); Yanhao Wang (East China Normal University)*; Xiaoyang Wang (University of New South Wales) |
| SHiFT: An Efficient, Flexible Search Engine for Transfer Learning |
Research |
Cedric Renggli (UZH)*; Xiaozhe Yao (ETH Zurich); Luka Kolar (ETH Zurich); Luka Rimanic (ETH Zurich); Ana Klimovic (ETH Zurich); Ce Zhang (ETH) |
| Satisfying Complex Top-k Fairness Constraints by Preference Substitutions |
Research |
Md Mouinul Islam (New Jersey Institute of Technology); Dong Wei (NJIT); Baruch Schieber (New Jersey Institute of Technology); Senjuti Basu Roy (New Jersey Institute of Technology)* |
| Cache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration |
Research |
Miti Mazmudar (University of Waterloo)*; Thomas Humphries (University of Waterloo); Jiaxiang Liu (University of Waterloo); Matthew Rafuse (University of Waterloo); Xi He (University of Waterloo) |
| SyncSignature: A Simple, Efficient, Parallelizable Framework for Tree Similarity Joins |
Research |
Nikolai Karpov (Indiana University Bloomington); Qin Zhang (Indiana University Bloomington)* |
| Range Search over Encrypted Multi-Attribute Data |
Research |
Francesca Falzon (Brown University)*; Evangelia Anna Markatou (Brown University); Zachary T Espiritu (Brown University); Roberto Tamassia (Brown University) |
| Approximating Probabilistic Group Steiner Trees in Graphs |
Research |
Shuang Yang (Renmin University of China); Yahui Sun (Renmin University of China)*; Jiesong Liu (Renmin University of China); Xiaokui Xiao (National University of Singapore); Rong-Hua Li (Beijing Institute of Technology); Zhewei Wei (Renmin University of China) |
| Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures |
Research |
Yongji Wu (Duke University)*; Matthew Lentz (Duke University); Danyang Zhuo (Duke University); Yao Lu (Microsoft Research) |
| Space-Efficient Random Walks on Streaming Graphs |
Research |
Serafeim Papadias (TU Berlin)*; Zoi Kaoudi (TU Berlin); Jorge Arnulfo Quiane Ruiz (IT University of Copenhagen); Volker Markl (Technische Universität Berlin) |
| Computing Rule-Based Explanations by Leveraging Counterfactuals |
Research |
Zixuan Geng (University of Washington)*; Maximilian Schleich (RelationalAI); Dan Suciu (University of Washington) |
| Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks |
Research |
Jinfeng Peng (Northeastern University)*; Derong Shen (Northeastern University); Nan Tang (Qatar Computing Research Institute, HBKU); Tieying Liu (Northeastern University); Yue Kou (Northeastern University); Tiezheng Nie (Northeastern University); Hang Cui (University of Illinois at Urbana-Champaign); Ge Yu (Northeastern University) |
| Optimizing Video Analytics with Declarative Model Relationships |
Research |
Francisco Romero (Stanford University)*; Johann Hauswald (Stanford University); Aditi Partap (Stanford University); Daniel Kang (Stanford University); Matei Zaharia (Stanford and Databricks); Christos Kozyrakis (Stanford University) |
| Dalton: Learned Partitioning for Distributed Data Streams |
Research |
Eleni Zapridou (EPFL)*; Ioannis Mytilinis (EPFL); Anastasia Ailamaki (EPFL) |
| FirmTruss Community Search in Multilayer Networks |
Research |
Ali Behrouz (University of British Columbia)*; Farnoosh Hashemi (The University of British Columbia); Laks V.S. Lakshmanan (The University of British Columbia) |
| Efficient Triangle-Connected Truss Community Search In Dynamic Graphs |
Research |
Tianyang Xu (Wuhan University); Zhao Lu (Wuhan University); Yuanyuan Zhu (Wuhan University)* |
| TOD: GPU-accelerated Outlier Detection via Tensor Operations |
Research |
Yue Zhao (University of Southern California)*; George H Chen (Carnegie Mellon University); Zhihao Jia (Carnegie Mellon University) |
| FILM: a Fully Learned Index for Larger-than-Memory Databases |
Research |
Chaohong Ma (Renmin University of China)*; Xiaohui Yu (York University); Yifan Li (York University); Xiaofeng Meng (Renmin University of China); Maoliniyazi Aishan (Renmin University) |
| HEDA: Multi-Attribute Unbounded Aggregation over Homomorphically Encrypted Database |
Research |
Xuanle Ren (Alibaba Group); Le Su (Alibaba Group); Zhen Gu (Alibaba Group)*; Sheng Wang (Alibaba Group); Feifei Li (Alibaba Group); Yuan Xie (Alibaba DAMO Academy); Song Bian (Kyoto University); Chao Li (Zhejiang University); Fan Zhang (Zhejiang University) |
| Cornus: Atomic Commit for a Cloud DBMS with Storage Disaggregation |
Research |
Zhihan Guo (University of Wisconsin-Madison)*; Xinyu Zeng (University of Wisconsin-Madison); Kan Wu (University of Wisconsin-Madison); Wuh-Chwen Hwang (University of Wisconsin-Madison); Ziwei Ren (University of Wisconsin-Madison); Xiangyao Yu (University of Wisconsin-Madison); Mahesh Balakrishnan (Microsoft Research); Philip A Bernstein (Microsoft Research) |
| Density Personalized Group Query |
Research |
Chih-Ya Shen (National Tsing Hua University); Shao-Heng Ko (Academia Sinica); Guang-Siang Lee (Academia Sinica); Wang-Chien Lee (Pennsylvania State University, USA); De-Nian Yang (Academia Sinica)* |
| Nezha: Deployable and High-Performance Consensus Using Synchronized Clocks |
Research |
Jinkun Geng (Stanford University)*; Anirudh Sivaraman Kaushalram (New York University); Balaji Prabhakar (Stanford Univeristy); Mendel Rosenblum (Stanford University) |
| Pantheon: Private Retrieval from Public Key-Value Store |
Research |
Ishtiyaque Ahmad (University of California, Santa Barbara)*; Divy Agrawal (University of California, Santa Barbara); Amr El Abbadi (UC Santa Barbara); Trinabh Gupta (UCSB) |
| Bayesian Sketches for Volume Estimation in Data Streams |
Research |
Francesco Da Dalt (ETH Zürich)*; Simon Scherrer (ETH Zurich); Adrian Perrig (ETH Zurich) |
| Waffle: A Workload-Aware and Query-Sensitive Framework for Disk-Based Spatial Indexing |
Research |
Moin Hussain Moti (HKUST)*; Panagiotis Simatis (HKUST); Dimitris Papadias (HKUST) |
| Fast Algorithms for Denial Constraint Discovery |
Research |
Eduardo H. M. Pena (UTFPR)*; Fabio Porto (LNCC); Felix Naumann (Hasso Plattner Institute, University of Potsdam) |
| Toward Quantity-of-Interest Preserving Lossy Compression for Scientific Data |
Research |
Pu Jiao (University of Kentucky); Sheng Di (Argonne National Laboratory, Lemont, IL); Hanqi Guo (The Ohio State University); Kai Zhao (Florida State University); Jiannan Tian (Washington State University); Dingwen Tao (Indiana University); Xin Liang (University of Kentucky)*; Franck Cappello (Argonne National Laboratory, Lemont, IL) |
| Scalable Graph Convolutional Network Training on Distributed-Memory Systems |
Research |
Gunduz Vehbi Demirci (University of Warwick)*; Aparajita Haldar (University of Warwick); Hakan Ferhatosmanoglu (University of Warwick) |
| Motiflets - Simple and Accurate Detection of Motifs in Time Series |
Research |
Patrick Schäfer (Humboldt-Universität zu Berlin)*; Ulf Leser (Humboldt-Universität zu Berlin) |
| Parallelism-Optimizing Data Placement for Faster Data-Parallel Computations |
Research |
Nirvik Baruah (Stanford University); Peter Kraft (Stanford University)*; Fiodar Kazhamiaka (Stanford); Peter D Bailis (Stanford University); Matei Zaharia (Stanford and Databricks) |
| TokenJoin: Efficient Filtering for Set Similarity Join with Maximum Weighted Bipartite Matching |
Research |
Alexandros Zeakis (National and Kapodistrian University of Athens); Dimitrios Skoutas (Athena Research Center)*; Dimitris Sacharidis (ULB); Odysseas Papapetrou (TU Eindhoven); Manolis Koubarakis (University of Athens, Greece) |
| Quasi-stable Coloring for Graph Compression: Approximating Max-Flow, Linear Programs, and Centrality |
Research |
Moe Kayali (University of Washington)*; Dan Suciu (University of Washington) |
| Multi-Analyst Differential Privacy for Online Query Answering |
Research |
David A Pujol (Duke University)*; Albert Sun (Duke University); Brandon T Fain (Duke University); Ashwin Machanavajjhala (Duke) |
| Excalibur: A Virtual Machine for Adaptive Fine-grained JIT-Compiled Query Execution based on VOILA |
Research |
Tim Gubner (CWI); Peter Boncz (CWI)* |
| Adore: Differentially Oblivious Relational Database Operators |
Research |
Lianke Qin (UCSB)*; Rajesh Jayaram (Carnegie Mellon University); Elaine Shi (CMU); Zhao Song (Adobe Research); Danyang Zhuo (Duke University); Shumo Chu () |
| MQH: Locality Sensitive Hashing on Multi-level Quantization Errors for Point-to-Hyperplane Distances |
Research |
Kejing Lu (Nagoya University)*; Yoshiharu Ishikawa (Nagoya University); Chuan Xiao (Osaka University and Nagoya University) |
| Making Cache Monotonic and Consistent |
Research |
Shuai An (University of Edinburgh); Yang Cao (University of Edinburgh)* |
| SkinnerMT: Parallelizing for Efficiency and Robustness in Adaptive Query Processing on Multicore Platforms |
Research |
Ziyun Wei (Cornell University)*; Immanuel Trummer (Cornell) |
| On Efficient Approximate Queries over Machine Learning Models |
Research |
Dujian Ding (University of British Columbia)*; Sihem Amer-Yahia (CNRS); Laks V.S. Lakshmanan (The University of British Columbia) |
| Integrating Data Lake Tables |
Research |
Aamod Khatiwada (Northeastern University)*; Roee Shraga (Northeastern University); Wolfgang Gatterbauer (Northeastern University); Renée J. Miller (Northeastern University) |
| Auto-Tuning with Reinforcement Learning for Permissioned Blockchain Systems |
Research |
Mingxuan Li (Institute of Information Engineering,Chinese Academy of Sciences)*; Yazhe Wang (State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences); Shuai Ma (Beihang University); Chao Liu (Institute of Information Engineering,Chinese Academy of Sciences); Dongdong Huo (Institute of Information Engineering,Chinese Academy of Sciences); Yu Wang (Institute of Information Engineering,Chinese Academy of Sciences); Zhen Xu (State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences) |
| PIM-tree: A Skew-resistant Index for Processing-in-Memory |
Research |
Hongbo Kang (Tsinghua University)*; Yiwei Zhao (Carnegie Mellon University); Guy E Blelloch (Carnegie Mellon University); Laxman Dhulipala (University of Maryland, College Park); Yan Gu (UC Riverside); Charles McGuffey (Reed University); Phillip B Gibbons (CMU) |
| Web Record Extraction with Invariants |
Research |
Zhijia Chen (Temple University)*; Weiyi Meng (Binghamton University); Eduard Dragut (Temple Univ.) |
| Leveraging Application Data Constraints to Optimize Database-Backed Web Applications |
Research |
Xiaoxuan Liu (UC Berkeley)*; Shuxian Wang (UC Berkeley); Mengzhu Sun (University of California, Berkeley); Sicheng Pan (UC Berkeley); Ge Li (University of California, Berkeley); Siddharth Jha (UC Berkeley); Cong Yan (Microsoft Research); Junwen Yang (The UNIVERSITY of CHICAGO); Shan Lu (University of Chicago); Alvin Cheung (University of California, Berkeley) |
| A Deep Generative Model for Trajectory Modeling and Utilization |
Research |
Yong Wang (Tsinghua University); Guoliang Li (Tsinghua University)*; Kaiyu Li (Tsinghua University); Haitao Yuan (Baidu) |
| Async-fork: Mitigating Query Latency Spikes Incurred by the Fork-based Snapshot Mechanism from the OS Level |
Research |
Pu Pang (Shanghai Jiao Tong University); Gang Deng (Alibaba Cloud); Kaihao Bai (Shanghai Jiao Tong University); Quan Chen (Shanghai Jiao Tong University)*; Shixuan Sun (Shanghai Jiao Tong University); Bo Liu (Shanghai Jiao Tong University); Yu Xu (Alibaba Cloud); Hongbo Yao (Alibaba Cloud); Zhengheng Wang (Alibaba Group); Xiyu Wang (Alibaba Group); Zheng Liu (Alibaba Group); Zhuo Song (Alibaba Cloud); Yong Yang (Alibaba Cloud); Tao Ma (Alibaba Cloud); Minyi Guo (Shanghai Jiao Tong University) |
| Change Propagation Without Joins |
Research |
Qichen Wang (Hong Kong Baptist University); Xiao Hu (University of Waterloo)*; Binyang Dai (Hong Kong University of Science and Technology); Ke Yi (Hong Kong University of Science and Technology) |
| FederatedScope: A Flexible Federated Learning Platform for Heterogeneity |
Research |
Yuexiang Xie (Alibaba Group); Zhen Wang (Alibaba Group); Dawei Gao (Alibaba-inc); Daoyuan Chen (Alibaba Group); Liuyi Yao (Alibaba Group); Weirui Kuang (Alibaba Group); Yaliang Li (Alibaba Group)*; Bolin Ding (Data Analytics and Intelligence Lab, Alibaba Group); Jingren Zhou (Alibaba Group) |
| ACTA: Autonomy and Coordination Task Assignment in Spatial Crowdsourcing Platforms |
Research |
Boyang Li (Beijing Institute of Technology)*; Yurong Cheng (Beijing institute of technology); Ye Yuan (Beijing Institute of Technology); Yi Yang (Beijing Institute of Technology); Qianqian Jin (Beijing Institute of Technolog China); Guoren Wang (Beijing Institute of Technology) |
| FastFlow: Accelerating Deep Learning Model Training with Smart Offloading of Input Data Pipeline |
Research |
Taegeon Um (Samsung Research)*; Byungsoo Oh (Samsung Research); Byeongchan Seo (Samsung Research); Minhyeok Kweun (samsung research); Goeun Kim (Samsung Research); Woo-Yeon Lee (Samsung Research) |
| FARGO: Fast Maximum Inner Product Search via Global Multi-Probing |
Research |
Xi Zhao (Huazhong University of Science and Technology); Bolong Zheng (Huazhong University of Science and Technology)*; Xiaomeng Yi (Zhejiang Lab); Xiaofan Luan (ZilliZ); Charles Xie (Zilliz); Xiaofang Zhou (The Hong Kong University of Science and Technology); Christian S. Jensen (Aalborg University) |
| Optimistic Data Parallelism for FPGA-Accelerated Sketching |
Research |
Martin Kiefer (TU Berlin)*; Ilias Poulakis (TU Berlin); Eleni Tzirita Zacharatou (IT University of Copenhagen); Volker Markl (Technische Universität Berlin) |
| On the Risks of Collecting Multidimensional Data Under Local Differential Privacy |
Research |
Héber H. Arcolezi (Inria and École Polytechnique (IPP))*; Sébastien Gambs (UQAM); Jean-Francois Couchot (University of Franche-Comté); Catuscia Palamidessi (Laboratoire d'informatique de l'École polytechnique) |
| Odyssey: A Journey in the Land of Distributed Data Series Similarity Search |
Research |
Manos Chatzakis (EPFL)*; Panagiota Fatourou (University of Crete); Eleftherios Kosmas (University of Crete); Themis Palpanas (Université Paris Cité); Botao Peng (Institute of Computing Technology, Chinese Academy of Sciences) |
| Anonymous Edge Representation for Inductive Anomaly Detection in Dynamic Bipartite Graphs |
Research |
Lanting Fang (Southeast University)*; Kaiyu Feng (Beijing Institute of Technology); Jie Gui (Southeast University); Shanshan Feng (Harbin Institute of Technology, Shenzhen); Aiqun Hu (Southeast University) |
| Scalable Time-Range k-Core Query on Temporal Graphs |
Research |
Junyong Yang (Wuhan University); Ming Zhong (Wuhan University)*; Yuanyuan Zhu (Wuhan University); Tieyun Qian (Wuhan University); Mengchi Liu (South China Normal University); Jeffrey Xu Yu (Chinese University of Hong Kong) |
| High-Performance Row Pattern Recognition Using Joins |
Research |
Erkang Zhu (Microsoft Research)*; Silu Huang (Microsoft Research); Surajit Chaudhuri (Microsoft) |
| Bringing Compiling Databases to RISC Architectures |
Research |
Ferdinand Gruber (Technical University of Munich)*; Maximilian Bandle (TUM); Alexis Engelke (Technical University of Munich); Thomas Neumann (TUM); Jana Giceva (TU Munich) |
| Blink-hash: An Adaptive Hybrid Index for In-Memory Time-Series Databases |
Research |
Hokeun Cha (University of Wisconsin-Madison)*; Xiangpeng Hao (University of Wisconsin Madison); Tianzheng Wang (Simon Fraser University); Huanchen Zhang (Tsinghua University); Aditya Akella (UT Austin); Xiangyao Yu (University of Wisconsin-Madison) |
| L2chain: Towards High-performance, Confidential and Secure Layer-2 Blockchain Solution for Decentralized Applications |
Research |
Zihuan Xu (Hong Kong University of Science and Technology); Lei Chen (Hong Kong University of Science and Technology)* |
| A Hierarchical Grouping Algorithm for the Multi-Vehicle Dial-a-Ride Problem |
Research |
Kelin Luo (University of Bonn); Alexandre M Florio (Polytechnique Montreal); Syamantak Das (IIIT Delhi); Xiangyu Guo (University at Buffalo)* |
| Efficient Black-box Checking of Snapshot Isolation in Databases |
Research |
Kaile Huang (Nanjing University); Si Liu (ETH Zurich); Zhenge Chen (Nanjing University); Hengfeng Wei (Nanjing University)*; David A Basin (ETH Zurich); Haixiang Li (Tencent, China); Anqun Pan (Tencent, China) |
| Differentially Private Vertical Federated Clustering |
Research |
Zitao Li (Alibaba Group)*; Tianhao Wang (University of Virginia); Ninghui Li (Purdue University) |
| Panakos: Chasing the Tails for Multidimensional Data Streams |
Research |
Fuheng Zhao (UCSB)*; Punnal Khan (UCSB); Divy Agrawal (University of California, Santa Barbara); Amr El Abbadi (UC Santa Barbara); Arpit Gupta (University of California, Santa Barbara); Zaoxing Liu (Boston University) |
| VersaMatch: Ontology Matching with Weak SuperVision |
Research |
Jonathan Fürst (NEC Laboratories Europe)*; Mauricio Fadel Argerich (NEC Laboratories Europe); Bin Cheng (NEC Laboratories Europe) |
| RECA: Related Tables Enhanced Column Semantic Type Annotation Framework |
Research |
Yushi Sun (Hong Kong University of Science and Technology)*; Hao Xin (Hong Kong University of Science and Technology); Lei Chen (Hong Kong University of Science and Technology) |
| Zebra: When Temporal Graph Neural Networks Meet Temporal Personalized PageRank |
Research |
Yiming Li (Hong Kong University of Science and Technology)*; Yanyan Shen (Shanghai Jiao Tong University); Lei Chen (Hong Kong University of Science and Technology); Mingxuan Yuan (Huawei) |
| Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data |
Research |
Su Feng (Illinois Institute of Technology)*; Boris Glavic (Illinois Institute of Technology); Oliver A Kennedy (University at Buffalo, SUNY) |
| GlassDB: An Efficient Verifiable Ledger Database System Through Transparency |
Research |
Cong Yue (National University of Singapore); Tien Tuan Anh Dinh (Deakin University); Zhongle Xie (National University of Singapore); Meihui Zhang (Beijing Institute of Technology); Gang Chen (Zhejiang University); Beng Chin Ooi (NUS)*; Xiaokui Xiao (National University of Singapore) |
| Efficient Distributed Transaction Processing in Heterogeneous Networks |
Research |
Qian Zhang (RenMin University of China); Jingyao Li (Renmin University of China); Hongyao Zhao (Renmin University of China); Quanqing Xu (OceanBase); Wei Lu (Renmin University of China)*; Jinliang Xiao (OceanBase); Fusheng Han (OceanBase); Chuanhui Yang (OceanBase); Xiaoyong Du (Renmin University of China) |
| Auxo: A Scalable and Efficient Graph Stream Summarization Structure |
Research |
Zhiguo Jiang (Huazhong University of Science and Tecnology); Hanhua Chen (Huazhong University of Science and Technology)*; Hai Jin (Huazhong University of Science and Technology) |
| OneShotSTL: One-Shot Seasonal-Trend Decomposition For Online Time Series Anomaly Detection And Forecasting |
Research |
Xiao He (Alibaba Group)*; Ye Li (Alibaba); Jian Tan (Alibaba); Bin Wu (Alibaba Group); Feifei Li (Alibaba Group) |
| Scalable and Robust Snapshot Isolation for High-Performance Storage Engines |
Research |
Adnan Alhomssi (Friedrich-Alexander-Universität Erlangen-Nürnberg)*; Viktor Leis (Technische Universität München) |
| FLARE: A Fast, Secure, and Memory-Efficient Distributed Analytics Framework |
Research |
Xiang Li (Tsinghua University)*; Fabing Li (Xi'an Jiaotong University); Mingyu Gao (Tsinghua University) |
| NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs |
Research |
Mijin An (Sungkyunkwan University); Jonghyeok Park (Hankuk University of Foreign Studies); Tianzheng Wang (Simon Fraser University); Beomseok Nam (Sungkyunkwan University); Sang Won Lee (Sungkyunkwan University)* |
| Lero: A Learning-to-Rank Query Optimizer |
Research |
Rong Zhu (Alibaba Group)*; Wei Chen (Alibaba); Bolin Ding (Data Analytics and Intelligence Lab, Alibaba Group); Xingguang Chen (The Chinese University of Hong Kong); Andreas Pfadler (Alibaba Group); Ziniu Wu (Massachusetts Institute of Technology); Jingren Zhou (Alibaba Group) |
| Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading |
Research |
Kitaek Lee (Hanyang University); Insoon Jo (Samsung Electronics); Jaechan Ahn (Hanyang University); Hyuk Lee (Samsung Electronics); Hwang Lee (Samsung Electronics); Woong Sul (Hanyang University); Hyungsoo Jung (Hanyang University)* |
| Transactional Panorama: A Conceptual Framework for User Perception in Analytical Visual Interfaces |
Research |
Dixin Tang (University of California, Berkeley)*; Alan Fekete (University of Sydney); Indranil Gupta (UIUC); Aditya Parameswaran (University of California, Berkeley) |
| Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching |
Research |
Derek Paulsen (University of Wisconsin-Madison)*; Yash Govind (Apple); Anhai Doan (UW-Madison) |
| Robust Query Driven Cardinality Estimation under Changing Workloads |
Research |
Parimarjan Negi (MIT CSAIL)*; Ziniu Wu (Massachusetts Institute of Technology); Andreas Kipf (Amazon Web Services); Nesime Tatbul (Intel Labs and MIT); Ryan Marcus (Brandeis University); Samuel Madden (MIT); Tim Kraska (MIT); Mohammad Alizadeh (MIT CSAIL) |
| CatSQL: Towards Real World Natural Language to SQL Applications |
Research |
Han Fu (Alibaba Group)*; Chang Liu (Alibaba Group); Bin Wu (Alibaba Group); Feifei Li (Alibaba Group); Jian Tan (Alibaba); Jianling Sun (Zhejiang University) |
| Dotori: A Key-Value SSD Based KV Store |
Research |
Carl Duffy (Seoul National University)*; Jaehoon Shim (Seoul National University); Sang-Hoon Kim (Ajou University); Jin-Soo Kim (Seoul National University) |
| PreFair: Privately Generating Justifiably Fair Synthetic Data |
Research |
David A Pujol (Duke University)*; Amir Gilad (The Hebrew University); Ashwin Machanavajjhala (Duke) |
| Explaining Dataset Changes for Semantic Data Versioning with Explain-Da-V |
Research |
Roee Shraga (Northeastern University)*; Renée J. Miller (Northeastern University) |
| DBSP: Automatic Incremental View Maintenance for Rich Query Languages |
Research |
Mihai Budiu (VMware Research)*; Tej Chajed (VMware Research); Frank McSherry (Materialize); Leonid Ryzhyk (VMware Research); Val Tannen (University of Pennsylvania) |
| SPG: Structure-Private Graph Database via SqueezePIR |
Research |
Ling Liang (UCSB)*; Jilan Lin (UCSB); Zheng Qu (University of California, Santa Barbara); Ishtiyaque Ahmad (University of California, Santa Barbara); Fengbin Tu (UCSB); Trinabh Gupta (UCSB); Yufei Ding (University of California, Santa Barbara); Yuan Xie (University of California, Santa Barbara) |
| ZKSQL: Verifiable and Efficient Query Evaluation with Zero-Knowledge Proofs |
Research |
Xiling Li (Northwestern University)*; Chenkai Weng (Northwestern University); Yongxin Xu (Northwestern University); Xiao Wang (Northwestern University); Jennie Rogers (Northwestern University) |
| InfiniStore: Elastic Serverless Cloud Storage |
Research |
Jingyuan Zhang (George Mason University)*; Ao Wang (George Mason University); Xiaolong Ma (University of Nevada, Reno); Benjamin Carver (George Mason University); Nicholas John Newman (George Mason University); Ali Anwar (University of Minnesota); Lukas Rupprecht (IBM Research); Dimitrios Skourtis (Redpanda Data); Vasily Tarasov (IBM Research); Feng Yan (University of Houston); Yue Cheng (University of Virginia) |
| Distributed Graph Embedding with Information-Oriented Random Walks |
Research |
Peng Fang (Huazhong University of Science and Technology)*; Arijit Khan (Aalborg University); Siqiang Luo (Nanyang Technological University); Fang Wang (Huazhong University of Science and Technology); Dan Feng (Huazhong University of Science and Technology); Zhenli Li (Huazhong University of Science and Technology); Wei Yin (Huazhong University of Science and Technology); Yuchao Cao (Huazhong University of Science and Technology) |
| Secure Shapley Value for Cross-Silo Federated Learning |
Research |
Shuyuan Zheng (Kyoto University)*; Yang Cao (Hokkaido University); Masatoshi Yoshikawa (Osaka Seikei University) |
| SODA: A Set of Fast Oblivious Algorithms in Distributed Secure Data Analytics |
Research |
Xiang Li (Tsinghua University)*; Nuozhou Sun (Tsinghua University); Yunqian Luo (Tsinghua University); Mingyu Gao (Tsinghua University) |
| GriDB: Scaling Blockchain Database via Sharding and Off-Chain Cross-Shard Mechanism |
Research |
Zicong Hong (The Hong Kong Polytechnic University)*; Song Guo (The Hong Kong Polytechnic University); Enyuan Zhou (The Hong Kong Polytechnic University); Wuhui Chen (Sun Yat-sen University); Huawei Huang (Sun Yat-sen University); Albert Zomaya (The University of Sydney) |
| SUFF: Accelerating Subgraph Matching with Historical Data |
Research |
Xun Jian (HKUST)*; Zhiyuan Li (The Hong Kong University of Science and Technology); Lei Chen (Hong Kong University of Science and Technology) |
| Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning |
Research |
Grace Fan (Northeastern University)*; Jin Wang (Megagon Labs); Yuliang Li (Megagon Labs); Dan Zhang (Megagon Labs); Renée J. Miller (Northeastern University) |
| Elf: Erasing-based Lossless Floating-Point Compression |
Research |
Ruiyuan Li (Chongqing University)*; Zheng Li (Chongqing University); Yi Wu (Chongqing University); Chao Chen (Chongqing University); Yu Zheng (JD) |
| LOGER: A Learned Optimizer towards Generating Efficient and Robust Query Execution Plans |
Research |
Tianyi Chen (Key Laboratory of High Confidence Software Technologies, CS, Peking University); Jun Gao (Peking University)*; Hedui Chen (ZTE Corporation); Yaofeng Tu (ZTE Corporation) |
| Computing Graph Edit Distance via Neural Graph Matching |
Research |
Chengzhi Piao (Chinese University of Hong Kong); Tingyang Xu (Tencent AI Lab); Xiangguo Sun (CUHK); Yu Rong (Tencent AI Lab); Kangfei Zhao (Beijing Insitute of Technology); Hong Cheng (Chinese University of Hong Kong)* |
| Neighborhood-based Hypergraph Core Decomposition |
Research |
Naheed Anjum Arafat (Nanyang Technological University)*; Arijit Khan (Aalborg University); Arpit Kumar Rai (Indian Institute of Technology, Kanpur); Bishwamittra Ghosh (National University of Singapore) |
| Representing Paths in Graph Database Pattern Matching |
Research |
Wim Martens (University of Bayreuth)*; Matthias Niewerth (University of Bayreuth); Tina Popp (University of Bayreuth); Carlos Rojas (PUC); Stijn Vansummeren (Hasselt University); Domagoj Vrgoč (PUC) |
| Temporal SIR-GN: Efficient and Effective Structural Representation Learning for Temporal Graphs |
Research |
Janet Layne (Boise State University); Justin Carpenter (Boise State University); Edoardo Serra (Boise State University); Francesco Gullo (UniCredit)* |
| What Modern NVMe Storage Can Do, And How To Exploit It: High-Performance I/O for High-Performance Storage Engines |
Research |
Gabriel Haas (TUM)*; Viktor Leis (Technische Universität München) |
| Collective Grounding: Applying Database Techniques to Grounding Templated Models |
Research |
Eriq Augustine (UCSC)*; Lise Getoor (University of California Santa Cruz) |
| Answering Private Linear Queries Adaptively using the Common Mechanism |
Research |
Yingtai Xiao (Pennsylvania State University)*; Guanhong Wang (University of Maryland); Danfeng Zhang (Penn State); Daniel Kifer (Penn State) |
| LDPTrace: Locally Differentially Private Trajectory Synthesis |
Research |
Yuntao Du (Zhejiang University); Yujia Hu (Zhejiang University); Zhikun Zhang (Stanford University); Ziquan Fang (Zhejiang University); Lu Chen (Zhejiang University); Baihua Zheng (Singapore Management University); Yunjun Gao (Zhejiang University)* |
| Sim-Piece: Highly Accurate Piecewise Linear Approximation through Similar Segment Merging |
Research |
Xenophon Kitsios (Athens University of Economics and Business); Panagiotis Liakos (University of Athens)*; Katia Papakonstantinopoulou (Athens University of Economics and Business); Yannis Kotidis (Athens University of Economics and Business) |
| Fine-Grained Re-Execution for Efficient Batched Commit of Distributed Transactions |
Research |
Zhiyuan Dong (Shanghai Jiao Tong University)*; Zhaoguo Wang (Shanghai Jiao Tong University); Zhang Xiaodong (Shanghai Jiao Tong University); Xu Xian (SJTU); Changgeng Zhao (New York University); Haibo Chen (Shanghai Jiao Tong University); Aurojit Panda (NYU); Jinyang Li (New York University) |
| Learning and Deducing Temporal Orders |
Research |
Wenfei Fan (Univ. of Edinburgh); Resul Tugay (University of Edinburgh); Yaoshu Wang (Shenzhen Institute of Computing Sciences, Shenzhen University)*; Min Xie (Shenzhen Institute of Computing Sciences); Muhammad Asif Ali (King Abdullah University of Science and Technology) |
| Efficient framework for operating on data sketches |
Research |
Jakub Lemiesz (Wrocław University of Science and Technology)* |
| Towards Efficient Index Construction and Approximate Nearest Neighbor Search in High-Dimensional Spaces |
Research |
Xi Zhao (HKUST)*; Yao Tian (The Hong Kong University of Science and Technology); Kai Huang (HKUST); Bolong Zheng (Huazhong University of Science and Technology); Xiaofang Zhou (The Hong Kong University of Science and Technology) |
| Longshot: Indexing Growing Databases using MPC and Differential Privacy |
Research |
Yanping Zhang (Duke University)*; Johes Bater (Tufts University); Kartik Nayak (DUKE UNIVERSITY); Ashwin Machanavajjhala (Duke) |
| AdaChain: A Learned Adaptive Blockchain |
Research |
Chenyuan Wu (University of Pennsylvania)*; Bhavana Mehta (University of Pennsylvania); Mohammad Javad Amiri (University of Pennsylvania); Ryan Marcus (University of Pennsylvania); Boon Thau Loo (Univ. of Pennsylvania) |
| WiscSort: External Sorting For Byte-Addressable Storage |
Research |
Vinay Banakar (University of Wisconsin Madison)*; Kan Wu (Google); Yuvraj Patel (University of Edinburgh); Kimberly Keeton (Google); Andrea C Arpaci-Dusseau (University of Wisconsin-Madison); Remzi H Arpaci-Dusseau (University of Wisconsin-Madison) |
| Text Indexing for Long Patterns: Anchors are All you Need |
Research |
Lorraine Ayad (Brunel University); Grigorios Loukides (King's College London)*; Solon Pissis (CWI) |
| The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code |
Research |
Azim Afroozeh (CWI)*; Peter Boncz (CWI) |
| Towards Designing and Learning Piecewise Space-Filling Curves |
Research |
Jiangneng Li (Nanyang Technological University)*; Zheng Wang (Nanyang Technological University); Gao Cong (Nanyang Technological Univesity); Cheng Long (Nanyang Technological University); Han Mao Kiah (Nanyang Technological University); Bin Cui (Peking University) |
| MiniGraph: Querying Big Graphs with a Single Machine |
Research |
Xiaoke Zhu (Beihang University); Yang Liu (Beihang University); Shuhao Liu (Shenzhen Institute of Computing Sciences)*; Wenfei Fan (Univ. of Edinburgh) |
| BICE: Exploring Compact Search Space by Using Bipartite Matching and Cell-Wide Verification |
Research |
Yunyoung Choi (Alsemy); Kunsoo Park (Seoul National University); Hyunjoon Kim (Hanyang University)* |
| Maximal D-truss Search in Dynamic Directed Graphs |
Research |
Anxin Tian (Hong Kong University of Science and Technology)*; Alexander Zhou (Hong Kong University of Science and Technology); Yue Wang (Shenzhen Institute of Computing Sciences); Lei Chen (Hong Kong University of Science and Technology) |
| DILI: A Distribution-Driven Learned Index |
Research |
Pengfei Li (Alibaba Group)*; Hua Lu (Roskilde University); Rong Zhu (Alibaba Group); Bolin Ding (Data Analytics and Intelligence Lab, Alibaba Group); Long Yang (Peking University); Gang Pan (Zhejiang University) |
| Adaptive Indexing of Objects with Spatial Extent |
Research |
Fatemeh Zardbani (Aarhus University); Nikos Mamoulis (University of Ioannina); Stratos Idreos (Harvard); Panagiotis Karras (Aarhus University)* |
| LEON: A New Framework for ML-Aided Query Optimization |
Research |
Xu Chen (University of Electronic Science and Technology of China)*; Haitian Chen (University of Electronic Science and Technology of China); Zibo Liang (University of Electronic Science and Technology of China); Shuncheng Liu (University of Electronic Science and Technology of China); Jinghong Wang (Huawei Technologies Co., Ltd.); Kai Zeng (Huawei); Han Su (University of Electronic Science and Technology of China); Kai Zheng (University of Electronic Science and Technology of China) |
| TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads |
Research |
Nuno Faria (INESCTEC & U. Minho)*; José Pereira (U. Minho & INESCTEC); Ana Nunes Alonso (INESC TEC & U.Minho); Ricardo Manuel MP Pereira Vilaça (INESC TEC and Universidade do Minho); Yunus Koning (MonetDB Solutions); Niels Nes (MonetDB Solutions) |
| SEIDEN: Revisiting Query Processing in Video Database Systems |
Research |
Jaeho Bang (Georgia Institute of Technology); Gaurav Tarlok Kakkar (Georgia Institute of Technology)*; Pramod Chunduri (Georgia Institute of Technology); Subrata Mitra (Adobe Research); Joy Arulraj (Georgia Tech) |
| Extract-Transform-Load for Video Streams |
Research |
Ferdinand Kossmann (MIT)*; Ziniu Wu (Massachusetts Institute of Technology); Eugenie Y. Lai (Massachusetts Institute of Technology); Nesime Tatbul (Intel Labs and MIT); Lei Cao (University of Arizona/MIT); Tim Kraska (MIT); Samuel Madden (MIT) |
| Pando: Enhanced Data Skipping with Logical Data Partitioning |
Research |
Sivaprasad Sudhir (MIT)*; Wenbo Tao (Meta Platforms); Nikolay Laptev (Meta); Cyrille Habis (Meta); Michael Cafarella (MIT CSAIL); Samuel Madden (MIT) |
| Cracking-Like Join for Trusted Execution Environments |
Research |
Kajetan Maliszewski (TU Berlin)*; Jorge Arnulfo Quiané Ruiz (IT University of Copenhagen); Volker Markl (Technische Universität Berlin) |
| Influential Community Search over Large Heterogeneous Information Networks |
Research |
Yingli Zhou (The Chinese University of Hong Kong, Shenzhen)*; Yixiang Fang (The Chinese University of Hong Kong, Shenzhen); Wensheng Luo (School of Data Science, The Chinese University of Hong Kong, Shenzhen); Yunming Ye (Harbin Institute of Technology Shenzhen Graduate School) |
| Information-Theoretically Secure and Highly Efficient Search and Row Retrieval |
Research |
Shantanu Sharma (New Jersey Institute of Technology)*; Yin Li (Dongguan University of Technology); Sharad Mehrotra (U.C. Irvine); Nisha Panwar (Augusta University); Komal Kumari (New Jersey Institute of Technology); Swagnik Roychoudhury (NYU) |
| Olive: Oblivious Federated Learning on Trusted Execution Environment Against the Risk of Sparsification |
Research |
Fumiyuki Kato (Kyoto University)*; Yang Cao (Hokkaido University); Masatoshi Yoshikawa (Osaka Seikei University) |
| TASK: An Efficient Framework for Instant Error-tolerant Spatial Keyword Queries on Road Networks |
Research |
Chengyang Luo (Zhejiang University); Qing Liu (Zhejiang University); Yunjun Gao (Zhejiang University)*; Lu Chen (Zhejiang University); Ziheng Wei (Huawei Technologies Co., Ltd.); Congcong Ge (Huawei Technologies Co., Ltd.) |
| Autonomously Computable Information Extraction |
Research |
Besat Kassaie (Uwaterloo); Frank Wm. Tompa (University of Waterloo)* |
| DeepJoin: Joinable Table Discovery with Pre-trained Language Models |
Research |
Yuyang Dong (NEC corporation)*; Chuan Xiao (Osaka University and Nagoya University); Takuma Nozawa (NEC); Masafumi Enomoto (NEC); Masafumi Oyamada (NEC) |
| Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System |
Research |
Yuncheng Wu (National University of Singapore); Naili Xing (national university of singapore); Gang Chen (Zhejiang University); Anh Dinh (Deakin University); Zhaojing Luo (National University of Singapore); Beng Chin Ooi (NUS)*; Xiaokui Xiao (National University of Singapore); Meihui Zhang (Beijing Institute of Technology) |
| Enabling Secure and Efficient Data Analytics Pipeline Evolution with Trusted Execution Environment |
Research |
Haotian Gao (National University of Singapore); Cong Yue (National University of Singapore); Anh Dinh (Deakin University); Zhiyong Huang (NUS School of Computing); Beng Chin Ooi (NUS)* |
| A Case for Graphics-driven Query Processing |
Research |
Harish Doraiswamy (Microsoft Research India)*; Vikas Kalagi (Microsoft Research India); Karthik Ramachandra (Microsoft Azure SQL India); Jayant R Haritsa (Indian Institute of Science) |
| Effective and Efficient Route Planning Using Historical Trajectories on Road Networks |
Research |
Wei Tian (The Hong Kong Polytechnic University)*; Jieming Shi (The Hong Kong Polytechnic University); Siqiang Luo (Nanyang Technological University); Hui Li (Xiamen University); Xike Xie (University of Science and Technology of China); Yuanhang Zou (Tencent) |
| Adaptive Indexing in High-Dimensional Metric Spaces |
Research |
Konstantinos Lampropoulos (University of Ioannina); Fatemeh Zardbani (Aarhus University); Nikos Mamoulis (University of Ioannina)*; Panagiotis Karras (Aarhus University) |
| Parallel Colorful h-star Core Maintenance in Dynamic Graphs |
Research |
Sen Gao (National University of Singapore)*; Hongchao Qin (Beijing Institute of Technology); Ronghua Li (Beijing Institute of Technology); Bingsheng He (National University of Singapore) |
| MITra: A Framework for Multi-Instance Graph Traversal |
Research |
Jia Li (Edinburgh Research Center, Central Software Institute, Huawei); Wenyue Zhao (University of Edinburgh); Nikos Ntarmos (Edinburgh Research Center, Central Software Institute, Huawei); Yang Cao (University of Edinburgh)*; Peter Buneman (The University of Edinburgh) |
| CommunityAF: An Example-based Community Search Method via Autoregressive Flow |
Research |
Jiazun Chen (Peking university); Yikuan Xia (Peking University); Jun Gao (Peking University)* |
| Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph |
Research |
Yiming Lin (University of California, Irvine); Yeye He (Microsoft Research)*; Surajit Chaudhuri (Microsoft) |
| Trajectory Data Collection with Local Differential Privacy |
Research |
Yuemin Zhang (Harbin Engineering University); Qingqing Ye (Hong Kong Polytechnic University); Rui Chen (Harbin Engineering University)*; Haibo Hu (Hong Kong Polytechnic University); Qilong Han (Harbin Engineering University) |
| LMSFC: A Novel Multidimensional Index based on Learned Monotonic Space Filling Curves |
Research |
Jian Gao (University of New South Wales)*; Xin Cao (University of New South Wales); Xin Yao (Huawei Theory Lab); Gong Zhang (Huawei); Wei Wang (Hong Kong University of Science and Technology (Guangzhou)) |
| Scaling a Declarative Cluster Manager Architecture with Query Optimization Techniques |
Research |
Kexin Rong (Georgia Institute of Technology)*; Mihai Budiu (VMware Research); Athinagoras Skiadopoulos (Stanford University); Lalith Suresh (VMware Research); Amy Tai (Google) |
| LRU-C: Parallelizing Database I/Os for Flash SSDS |
Research |
Bohyun Lee (Sungkyunkwan University); Mijin An (Sungkyunkwan University); Sang Won Lee (Sungkyunkwan University)* |
| CORNET: Learning Table Formatting Rules By Example |
Research |
Mukul Singh (Microsoft)*; José P Cambronero Sanchez (Microsoft); Sumit Gulwani (Microsoft Research); Vu Le (Microsoft); Carina Negreanu (Microsoft Research); Mohammad Raza (Microsoft); Gust Verbruggen (Microsoft) |
| ARKGraph: All-Range Approximate K-Nearest-Neighbor Graph |
Research |
Chaoji Zuo (Rutgers University - New Brunswick); Dong Deng (Rutgers University - New Brunswick)* |
| A Two-Level Signature Scheme for Stable Set Similarity Joins |
Research |
Daniel Schmitt (University of Salzburg)*; Daniel Kocher (University of Salzburg); Nikolaus Augsten (University of Salzburg); Willi Mann (Celonis SE); Alexander Miller (University of Salzburg) |
| Why Not Yet: Fixing a Top-k Ranking that Is Not Fair to Individuals |
Research |
Zixuan Chen (Northeastern University)*; Panagiotis Manolios (Northeastern University); Mirek Riedewald (Northeastern University) |
| Mining Frequent Infix Patterns from Concurrency-Aware Process Execution Variants |
Research |
Michael Martini (RWTH Aachen); Daniel Schuster (Fraunhofer-Institut für Angewandte Informationstechnik FIT)*; Wil M.P. van der Aalst (RWTH Aachen University) |
| Scalable Reasoning on Document Stores via Instance-Aware Query Rewriting |
Research |
Olivier Rodriguez (INRIA); Federico Ulliana (Inria)*; Marie-Laure Mugnier (University of Montpellier) |
| EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions |
Research |
Enhao Zhang (University of Washington)*; Maureen Daum (University of Washington); Dong He (University of Washington); Brandon Haynes (Microsoft Gray Systems Lab); Ranjay Krishna (University of Washington); Magdalena Balazinska (UW) |
| Lotan: Bridging the Gap between GNNs and Scalable Graph Analytics Engines |
Research |
Yuhao Zhang (University of California, San Diego)*; Arun Kumar (University of California, San Diego) |
| Epoxy: ACID Transactions Across Diverse Data Stores |
Research |
Peter Kraft (Stanford University)*; Qian Li (Stanford University); Xinjing Zhou (Massachusetts Institute of Technology); Peter D Bailis (Stanford University); Michael Stonebraker (MIT); Xiangyao Yu (University of Wisconsin-Madison); Matei Zaharia (Stanford and Databricks) |
| Exploiting Cloud Object Storage for High-Performance Analytics |
Research |
Dominik Durner (TUM)*; Viktor Leis (Technische Universität München); Thomas Neumann (TUM) |
| REmatch: a novel regex engine for finding all matches |
Research |
Cristian Riveros (PUC Chile); Nicolás Van Sint Jan (PUC Chile); Domagoj Vrgoč (PUC)* |
| ADOPT: Adaptively Optimizing Attribute Orders for Worst-Case Optimal Join Algorithms via Reinforcement Learning |
Research |
Junxiong Wang (Cornell University)*; Immanuel Trummer (Cornell); Ahmet Kara (University of Zurich); Dan Olteanu (University of Zurich) |
| Triangular Stability Maximization by Influence Spread over Social Networks |
Research |
Zheng Hu (Fudan University); Weiguo Zheng (Fudan University)*; Xiang Lian (Kent State University) |
| CORE-Sketch: On Exact Computation of Median Absolute Deviation with Limited Space |
Research |
Haoquan Guan (Tsinghua University); Ziling Chen (Tsinghua University); Shaoxu Song (Tsinghua University)* |
| Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests |
Research |
Christian Lülf (University of Münster)*; Denis M Lima Martins (University of Münster); Marcos Antonio Vaz Salles (Independent Researcher); Yongluan Zhou (University of Copenhagen); Fabian Gieseke (University of Münster) |
| Analyzing the Impact of Cardinality Estimation on Execution Plans in Microsoft SQL Server |
Research |
Kukjin Lee (Microsoft); Anshuman Dutt (Microsoft Research)*; Vivek Narasayya (Microsoft); Surajit Chaudhuri (Microsoft) |
| WALTZ: Leveraging Zone Append to Tighten the Tail Latency of LSM Tree on ZNS SSD |
Research |
Jongsung Lee (Seoul National University)*; Donguk Kim (Seoul National University); Jae W. Lee (Seoul National University) |
| Accelerating Aggregation Queries on Unstructured Streams of Data |
Research |
Matthew D Russo (Stanford University)*; Tatsunori Hashimoto (Stanford); Daniel Kang (UIUC); Yi Sun (University of Chicago); Matei Zaharia (Stanford and Databricks) |
| QueryBooster: Improving SQL Performance Using Middleware Services for Human-Centered Query Rewriting |
Research |
Qiushi Bai (UC Irvine)*; Sadeem Alsudais (UC Irvine); Chen Li (UC Irvine) |
| Consistent Range Approximation for Fair Predictive Modeling |
Research |
Jiongli Zhu (University of California San Diego)*; Sainyam Galhotra (University of Chicago); Nazanin Sabri (University of California, San Diego); Babak Salimi (University of California at San Diego) |
| Estimating Single-Node PageRank in $\tilde{O}\left(\min\{d_t, \sqrt{m}\}\right)$ Time |
Research |
Hanzhi Wang (Renmin University of China)*; Zhewei Wei (Renmin University of China) |
| BP-tree: Overcoming the Point-Range Operation Tradeoff for In-Memory B-trees |
Research |
Helen Xu (Lawrence Berkeley National Laboratory)*; Amanda Li (MIT); Brian Wheatman (Johns Hopkins University); Manoj Marneni (University of Utah); Prashant Pandey (University of Utah) |
| HENCE-X: Toward Heterogeneity-agnostic Multi-level Explainability for Deep Graph Networks |
Research |
Ge Lv (The Hong Kong University of Science and Technology)*; Chen Zhang (The Hong Kong Polytechnic University); Lei Chen (HKUST) |
| Automatic Road Extraction with Multi-Source Data Revisited: Completeness, Smoothness and Discrimination |
Research |
Sai Wang (Wuhan University); Haitao Yuan (Nanyang Technological University)*; Zhifeng Bao (RMIT University); Shangguang Wang (State Key Laboratory of Networking and Switching Technology) |
| Asymptotically Better Query Optimization Using Indexed Algebra |
Research |
Philipp Fent (TUM)*; Guido Moerkotte (University of Mannheim); Thomas Neumann (TUM) |
| Normalizing Property Graphs |
Research |
Philipp Skavantzos (The University of Auckland); Sebastian Link (University of Auckland)* |
| Saibot: A Differentially Private Data Search Platform |
Research |
Zezhou Huang (Columbia University)*; Jiaxiang Liu (Columbia University); Daniel Alabi (Columbia University); Raul Castro Fernandez (The University of Chicago); Eugene Wu (Columbia University) |
| JoinBoost: Grow Trees Over Normalized Data Using Only SQL |
Research |
Zezhou Huang (Columbia University)*; Rathijit Sen (Microsoft); Jiaxiang Liu (Columbia University); Eugene Wu (Columbia University) |
| R^3: Record-Replay-Retroaction for Database-Backed Applications |
Research |
Qian Li (Stanford University)*; Peter Kraft (Stanford University); Michael Cafarella (MIT CSAIL); Cagatay Demiralp (Sigma Computing); Goetz Graefe (Google); Christos Kozyrakis (Stanford University); Michael Stonebraker (MIT); Lalith Suresh (VMware Research); Xiangyao Yu (University of Wisconsin-Madison); Matei Zaharia (Stanford and Databricks) |
| Self-Training for Label-Efficient Information Extraction from Semi-Structured Web-Pages |
Research |
Ritesh Sarkhel (Ohio State University)*; Binxuan Huang (Amazon); Colin Lockard (Amazon); Prashant Shiralkar (Amazon) |
| Efficient Non-Learning Similar Subtrajectory Search |
Research |
Jin Jiabao (East China Normal University); Peng Cheng (East China Normal University)*; Lei Chen (Hong Kong University of Science and Technology); Xuemin Lin (Shanghai Jiaotong University); Wenjie Zhang (University of New South Wales) |
| Frequency-revealing attacks against Frequency-hiding Order-preserving Encryption |
Research |
Xinle Cao (Zhejiang University); Jian Liu (Zhejiang University)*; Yongsheng Shen (Hang Zhou City Brain Co., Ltd); Xiaohua Ye (Hang Zhou City Brain Co., Ltd); Kui Ren (Zhejiang University) |
| Efficient Fault Tolerance for Recommendation Model Training via Erasure Coding |
Research |
Tianyu Zhang (Carnegie Mellon University); Kaige Liu (Carnegie Mellon University); Jack Kosaian (Carnegie Mellon University)*; Juncheng Yang (Carnegie Mellon University); Rashmi Vinayak (Carnegie Mellon Univerity) |
| SlabCity: Whole-Query Optimization using Program Synthesis |
Research |
Rui Dong (University of Michigan)*; Jie Liu (University of Michigan); Yuxuan Zhu (University of Michigan); Cong Yan (Microsoft research); Barzan Mozafari (University of Michigan); Xinyu Wang (University of Michigan) |
| Scaling Up Structural Clustering to Large Probabilistic Graphs Using Lyapunov Central Limit Theorem |
Research |
Joseph N Howie (University of Victoria)*; Venkatesh Srinivasan (university of victoria); Alex Thomo (University of Victoria) |
| gCore: Exploring Cross-layer Cohesiveness in Multi-layer Graphs |
Research |
Dandan Liu (Harbin Institute of Technology); Zhaonian Zou (Harbin Institute of Technology)* |
| Sieve: A Learned Data-Skipping Index for Data Analytics |
Research |
Yulai Tong (Huazhong University of Science and Technology)*; Jiazhen Liu (Huazhong University of science and technology); Hua Wang (Huazhong University of Science and Technology); Ke Zhou (Huazhong University of Science and Technology); Rongfeng He (Huawei Cloud Computing Technologies Co., Ltd); Qin Zhang (Huawei Cloud Computing Technologies Co., Ltd); Cheng Wang (Huawei Cloud Computing Technologies Co., Ltd) |
| Out-of-Order Sliding-Window Aggregation with Efficient Bulk Evictions and Insertions |
Research |
Kanat Tangwongsan (Mahidol University International College); Martin Hirzel (IBM Research)*; Scott Schneider (Meta) |
| k-Best Egalitarian Stable Marriages for Task Assignment |
Research |
Siyuan Wu (University of Macau)*; Leong Hou U (University of Macau); Panagiotis Karras (Aarhus University) |
| Federated Calibration and Evaluation of Binary Classifiers |
Research |
Graham Cormode (University of Warwick)*; Igor L Markov (Meta) |
| FlashAlloc: Dedicating Flash Blocks By Objects |
Research |
Jonghyeok Park (Hankuk University of Foreign Studies); Soyee Choi (SungKyunKwan University); Gihwan Oh (Sungkyunkwan University); Soojun Im (Samsung Electronics); Moonwook Oh (Samsung Electronics); Sang Won Lee (Sungkyunkwan University)* |
| FASTgres: Making Learned Query Optimizer Hinting Effective |
Research |
Lucas Woltmann (Technische Universität Dresden); Jerome Thiessat (TU Dresden); Claudio Hartmann (Technische Universität Dresden); Dirk Habich (TU Dresden)*; Wolfgang Lehner (TU Dresden) |
| Write-Aware Timestamp Tracking: Effective and Efficient Page Replacement for Modern Hardware |
Research |
Demian E Vöhringer (Friedrich-Alexander-Universität Erlangen-Nürnberg)*; Viktor Leis (Technische Universität München) |
| Tigger: A Database Proxy That Bounces With User-Bypass |
Research |
Matthew Butrovich (Carnegie Mellon University)*; Karthik Ramanathan (Carnegie Mellon University); John Rollinson (Army Cyber Institute); Wan Shen Lim (Carnegie Mellon University); William Zhang (Carnegie Mellon University); Justine Sherry (Carnegie Mellon University); Andrew Pavlo (Carnegie Mellon University) |
| Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets |
Research |
Haocheng Xia (Zhejiang University); Jinfei Liu (Zhejiang University)*; Jian Lou (Zhejiang University); Zhan Qin (Zhejiang University); Kui Ren (Zhejiang University); Yang Cao (Hokkaido University); Li Xiong (Emory University) |
| Cross Modal Data Discovery over Structured and Unstructured Data Lakes |
Research |
Mohamed Y. Eltabakh (Worcester Polytechnic Institute)*; Ahmed Elmagarmid (QCRI); Mayuresh Kunjir (Amazon AWS); Mohammad Shahmeer Ahmad (Qatar Computing Research Institute) |
| Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples |
Research |
Peng Li (GATECH); Yeye He (Microsoft Research)*; Cong Yan (Microsoft Research); Yue Wang (Microsoft Research); Surajit Chaudhuri (Microsoft) |
| Effective Entity Augmentation By Querying External Data Sources |
Research |
Christopher Buss (Oregon State University)*; Mikhail Mr Tokarev (Oregon State University); Jasmin Mousavi (Oregon State University); Arash Termehchy (Oregon State University); David Maier (Portland State University); Stefan Lee (Oregon State University) |
| Similarity search in the blink of an eye with compressed indices |
Research |
Cecilia Aguerrebere (Intel Labs)*; Ishwar Singh Bhati (Intel); Mark Hildebrand (Intel Corporation); Mariano Tepper (Intel Labs); Theodore L Willke (Intel Labs) |
| On Data-Aware Global Explainability of Graph Neural Networks |
Research |
Ge Lv (The Hong Kong University of Science and Technology)*; Lei Chen (HKUST) |
| Declarative Sub-Operators for Universal Data Processing |
Research |
Michael Jungmair (Technical University of Munich)*; Jana Giceva (TU Munich) |
| High-Dimensional Data Cubes |
Research |
Sachin Basil John (EPFL); Christoph Koch (EPFL, Switzerland) |
| Fast and Scalable Mining of Time Series Motifs with Probabilistic Guarantees |
Research |
Matteo Ceccarello (University of Padova); Johann Gamper (Free University of Bozen-Bolzano, Italy) |
| FEDEX: An Explainability Framework for Data Exploration Steps |
Research |
Daniel Deutch (Tel Aviv University); Amir Gilad (Duke University); Tova Milo (Tel Aviv University); Amit Mualem (Tel Aviv University); Amit Somech (Bar-Ilan University) |
| Enabling Transparent Acceleration of Big Data Frameworks Using Heterogeneous Hardware |
Research |
Maria Xekalaki (The University of Manchester); Juan Fumero (The University of Manchester); Athanasios Stratikopoulos (The University of Manchester); Katerina Doka (National Technical University of Athens); Christos Katsakioris (National Technical University of Athens); Constantinos Bitsakos (NTUA); Nectarios Koziris (NTUA); Christos Kotselidis (The University of Manchester) |
| Discovering Polarization Niches via Dense Subgraphs with Attractors and Repulsers |
Research |
Adriano Fazzone (Sapienza University of Rome); Tommaso Lanciano (KTH Royal Institute of Technology); Riccardo Denni (Sapienza University); Charalampos Tsourakakis (Boston University); Francesco Bonchi (ISI Foundation, Turin) |
| Sage: A System for Uncertain Network Analysis |
Research |
Eunjae Lee (UNIST); Sam H. Noh (UNIST); Jiwon Seo (Hanyang University) |
| Mining Bursting Core in Large Temporal Graph |
Research |
Hongchao Qin (Beijing Institute of Technology); Rong-Hua Li (Beijing Institute of Technology); Ye Yuan (Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology); Lu Qin (UTS); Zhiwei Zhang (Hong Kong Baptist University) |
| Cost-Based or Learning-Based? A Hybrid Query Optimizer for Query Plan Selection |
Research |
Xiang Yu (Tsinghua University); Chengliang Chai (Beijing Institute of Technology); Guoliang Li (Tsinghua University); Jiabin Liu (Tsinghua University) |
| ONe Index for All Kernels (ONIAK): A Zero Re-Indexing LSH Solution to ANNS-ALT (After Linear Transformation) |
Research |
Jingfan Meng (Georgia Institute of Technology); Huayi Wang (Georgia Institute of Technology); Jun Xu (Georgia Tech); Mitsunori Ogihara (University of Miami) |
| Learned Index Benefits: Machine Learning Based Index Performance Estimation |
Research |
Jiachen Shi (Nanyang Technological University); Gao Cong (Nanyang Technological Univesity); Xiaoli Li (Institute for Infocomm Research, A*STAR, Singapore/Nanyang Technological University) |
| Online Ridesharing with Meeting Points |
Research |
Jiachuan Wang (HKUST); Peng Cheng (East China Normal University); Libin Zheng (Sun Yat-sen University); Lei Chen (Hong Kong University of Science and Technology); Wenjie Zhang (University of New South Wales) |
| Exploiting the Power of Equality-Generating Dependencies in Ontological Reasoning |
Research |
Luigi Bellomarini (Banca d'Italia); Davide Benedetto (Università Roma Tre); Matteo Brandetti (TU Wien); Emanuel Sallinger (TU Wien) |
| No Repetition: Fast and Reliable Sampling with Highly Concentrated Hashing |
Research |
Anders Aamand (MIT); Debarati Das (BARC - Basic Algorithms Research Copenhagen, University of Copenhagen); Evangelos Kipouridis (BARC - Basic Algorithms Research Copenhagen, University of Copenhagen); Jakob B.T. Knudsen (BARC - Basic Algorithms Research Copenhagen, University of Copenhagen); Peter M.R. Rasmussen (BARC - Basic Algorithms Research Copenhagen, University of Copenhagen); Mikkel Thorup (BARC - Basic Algorithms Research Copenhagen, University of Copenhagen) |
| Witness Generation for JSON Schema |
Research |
Lyes Attouche (Univerite Paris-Dauphine); Mohamed-Amine Baazizi (Sorbonne Universite); Dario Colazzo (Univ. Paris Dauphine - PSL); Giorgio Ghelli (Universita di Pisa); Carlo Sartiani (Università della Basilicata); Stefanie Scherzinger (University of Passau) |
| DINOMO: An Elastic, Scalable, High-Performance Key-Value Store for Disaggregated Persistent Memory |
Research |
Sekwon Lee (University of Texas at Austin); Soujanya Ponnapalli (The University of Texas at Austin); Sharad Singhal (Hewlett Packard Labs); Marcos Aguilera (VMware Research); Kimberly Keeton (Google); Vijay Chidambaram (UT Austin and VMWare) |
| Fairness Matters: A Tit-For-Tat Strategy Against Selfish Mining |
Research |
Weijie Sun (The Hong Kong University of Science and Technology); Zihuan Xu (Hong Kong University of Science and Technology); Lei Chen (Hong Kong University of Science and Technology) |
| SageDB: An Instance-Optimized Data Analytics System |
Research |
Jialin Ding (AWS); Ryan Marcus (MIT); Andreas Kipf (Amazon Web Services); Vikram Nathan (MIT); Aniruddha Nrusimha (MIT); Kapil Vaidya (MIT); Alexander van Renen (Friedrich-Alexander-Universität Erlangen-Nürnberg); Tim Kraska (MIT) |
| Budget-Conscious Fine-Grained Configuration Optimization for Spatio-Temporal Applications |
Research |
Keven Richly (Hasso Plattner Institute); Rainer Schlosser (Hasso Plattner Institute); Martin Boissier (Hasso Plattner Institute) |
| Nemo: Guiding and Contextualizing Weak SuperVision for Interactive Data Programming |
Research |
Cheng-Yu Hsieh (University of Washington); Jieyu Zhang (University of Washington); Alexander Ratner (University of Washington) |
| SIFTER: Space-Efficient Value Iteration for Finite-Horizon MDPs |
SDS |
Konstantinos Skitsas (Aarhus University); Ioannis G Papageorgiou (NTUA); Mohammad Sadegh Talebi (University of Copenhagen); Verena Kantere (NTUA); Michael Katehakis (Rutgers University); Panagiotis Karras (Aarhus University)* |
| Time2Feat: Learning Interpretable Representations for Multivariate Time Series Clustering |
SDS |
Angela Bonifati (Univ. of Lyon); Francesco Del Buono (University of Modena e Reggio Emilia); Francesco Guerra (University of Modena e Reggio Emilia); Donato Tiano (Università degli Studi di Modena e Reggio Emilia)* |
| Frequency Domain Data Encoding in Apache IoTDB |
SDS |
Haoyu Wang (Tsinghua University); Shaoxu Song (Tsinghua University)* |
| PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching |
SDS |
Pengfei Wang (Zhejiang University); Xiaocan Zeng (Zhejiang University); Lu Chen (Zhejiang University); Fan Ye (Zhejiang University); Yuren Mao (Zhejiang University); Junhao Zhu (Zhejiang University); Yunjun Gao (Zhejiang University)* |
| Spade: A Real-Time Fraud Detection Framework on Evolving Graphs |
SDS |
Jiaxin Jiang (National University of Singapore)*; Yuan Li (National University of Singapore); Bingsheng He (National University of Singapore); Bryan Hooi (National University of Singapore); Jia Chen (Grab); Johan Zhi Kang Kok (Grab) |
| Galvatron: Efficient Transformer Training over Multiple GPUs Using Automatic Parallelism |
SDS |
Xupeng Miao (Carnegie Mellon University)*; Yujie Wang (Peking University); Youhe Jiang (Peking University); Chunan Shi (Peking University); Xiaonan Nie (Peking University); Hailin Zhang (Peking University); Bin Cui (Peking University) |
| iEDeaL: A Deep Learning Framework for Detecting Highly Imbalanced Interictal Epileptiform Discharges |
SDS |
Qitong Wang (Université Paris Cité)*; Stephen Whitmarsh (Sorbonne Université, Paris Brain Institute - ICM, Inserm, CNRS, APHP, Pitié-Salpêtrière Hospital); Vincent Navarro (Sorbonne Université, Paris Brain Institute - ICM, Inserm, CNRS, APHP, Pitié-Salpêtrière Hospital); Themis Palpanas (Université Paris Cité) |
| SubStrat: A Subset-Based Optimization Strategy for Faster AutoML |
SDS |
Teddy Lazebnik (University College London); Amit Somech (Bar-Ilan University)*; Abraham Itzhak Weinberg (Bar Ilan University) |
| MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite Graphs at Pinterest |
SDS |
Saket Gurukar (The Ohio State University)*; Nikil Pancha (Pinterest); Andrew H Zhai (Pinterest); Eric Kim (Pinterest); Samson Hu (Pinterest); Srinivasan Parthasarathy (Ohio State University); Charles Rosenberg (Pinterest); Jure Leskovec (Stanford University) |
| PetPS: Supporting Huge Embedding Models with Persistent Memory |
SDS |
Minhui Xie (Tsinghua University)*; Youyou Lu (luyouyou@tsinghua.edu.cn); Qing Wang (Tsinghua University); Yangyang Feng (Tsinghua University); Jiaqiang Liu (Kuaishou); Kai Ren (Kuaishou Technology); Jiwu Shu (shujw@tsinghua.edu.cn) |
| Extraction of Validating Shapes from very large Knowledge Graphs |
SDS |
Kashif Rabbani (Aalborg University Denmark)*; Matteo Lissandrini (Aalborg University); Katja Hose (TU Wien) |
| Elpis: Graph-Based Similarity Search for Scalable Data Science |
SDS |
Ilias Azizi (Mohammed VI Polytechnic University)*; Karima Echihabi (Mohammed VI Polytechnic University); Themis Palpanas (Université Paris Cité) |
| Marigold: Efficient k-means Clustering in High Dimensions |
SDS |
Kasper Overgaard Mortensen (Aarhus University); Fatemeh Zardbani (Aarhus University); Mohammad Haque (AAU); Steinn Ymir Agustsson (Aarhus University); Davide Mottin (Aarhus University); Philip Hofmann (Aarhus University); Panagiotis Karras (Aarhus University)* |
| BASE: Bridging the Gap between Cost and Latency for Query Optimization |
SDS |
Xu Chen (University of Electronic Science and Technology of China)*; Zhen Wang (Alibaba Group); Shuncheng Liu (University of Electronic Science and Technology of China); Yaliang Li (Alibaba Group); Kai Zeng (University Of Electronic Science And Technology Of China); Bolin Ding (Data Analytics and Intelligence Lab, Alibaba Group); Jingren Zhou (Alibaba Group); Han Su (University of Electronic Science and Technology of China); Kai Zheng (University of Electronic Science and Technology of China) |
| Decoupled Graph Neural Networks for Large Dynamic Graphs |
SDS |
Yanping Zheng (Renmin University of China)*; Zhewei Wei (Renmin University of China); Jiajun Liu (CSIRO) |
| SDPipe: A Semi-Decentralized Framework for Heterogeneity-aware Pipeline-parallel Training |
SDS |
Xupeng Miao (Carnegie Mellon University)*; Yining Shi (Peking University); Zhi Yang (Peking University); Bin Cui (Peking University); Zhihao Jia (Carnegie Mellon University) |
| A Randomized Blocking Structure for Streaming Record Linkage |
SDS |
Dimitrios Karapiperis (International Hellenic Univeristy)*; Christos Tjortjis (International Hellenic University); Vassilios S. Verykios (Hellenic Open University) |
| SUREL+: Moving from Walks to Sets for Scalable Subgraph-based Graph Representation Learning |
SDS |
Haoteng Yin (Purdue University)*; Muhan Zhang (Peking University); Jianguo Wang (Purdue University); Pan Li (Georgia Tech.) |
| POEM: Pattern-Oriented Explanations of Convolutional Neural Networks |
SDS |
Vargha Dadvar (University of Waterloo); Lukasz Golab (University of Waterloo)*; Divesh Srivastava (AT&T Chief Data Office) |
| Bolt-on, Compact, and Rapid Program Slicing for Notebooks |
SDS |
Shreya Shankar (University of California Berkeley); Stephen Macke (University of Illinois at Urbana-Champaign); Sarah Chasins (UC Berkeley); Andrew Head (University of California, Berkeley); Aditya Parameswaran (University of California, Berkeley) |
| The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation |
Vision |
Ruihong Wang (Purdue University); Jianguo Wang (Purdue University)*; Stratos Idreos (Harvard); Tamer Özsu (University of Waterloo); Walid G Aref (Purdue) |
| Can Foundation Models Wrangle Your Data? |
Vision |
Avanika Narayan (Stanford University)*; Ines Chami (Numbers Station); Laurel Orr (Stanford University); Christopher Re (Stanford University) |
| Keep CALM and CRDT On |
Vision |
Shadaj Laddad (UC Berkeley); Conor Power (UC Berkeley)*; Mae Milano (UC Berkeley); Alvin Cheung (UC Berkeley); Natacha Crooks (UC Berkeley); Joseph M Hellerstein (UC Berkeley) |
| Towards Migration-Free Just-In-Case Data Archival for Future Cloud Data Lakes using Synthetic DNA |
Vision |
Eugenio Marinelli (Eurecom)*; Yiqing Yan (Eurecom); Virginie Magnone (IPMC); Charlotte Dumargne (IPMC); Pascal Barbry (IPMC); Thomas Heinis (Imperial College); Raja Appuswamy (Eurecom) |
| Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules |
Vision |
Umut Çalıkyılmaz (University of Lübeck)*; Sven Groppe (University of Lübeck); Jinghua Groppe (Universität zu Lübeck); Tobias Winker (IFIS, University of Lübeck); Stefan Prestel (Quantum Brilliance GmbH); Farida Shagieva (Quantum Brilliance GmbH); Daanish Arya (Quantum Brilliance GmbH); Florian Preis (Quantum Brilliance GmbH); Le Gruenwald (The University of Oklahoma) |
| Causal Data Integration |
Vision |
Brit Youngmann (MIT)*; Michael Cafarella (MIT CSAIL); Babak Salimi (University of California at San Diego); Anna Zeng (MIT) |
| The Composable Data Management System Manifesto |
Vision |
Pedro Pedreira (Meta Platforms)*; Orri Erling (Meta Platforms); Konstantinos Karanasos (Meta); Scott Schneider (Meta Platforms); Wes McKinney (Voltron Data); Satya Valluri (Databricks); Mohamed Zait (Databricks); Jacques Nadeau (Sundeck) |
| Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes |
Vision |
Tim Kraska (MIT); Tianyu Li (MIT CSAIL); Samuel Madden (MIT); Markos Markakis (Massachusetts Institute of Technology); Amadou L Ngom (MIT); Ziniu Wu (Massachusetts Institute of Technology); Geoffrey X. Yu (Massachusetts Institute of Technology)* |
| How Large Language Models Will Disrupt Data Management |
Vision |
Raul Castro Fernandez (The University of Chicago)*; Aaron J Elmore (University of Chicago); Michael Franklin (University of Chicago); Sanjay Krishnan (U Chicago); Chenhao Tan (University of Chicago) |
| Towards Observability for Production Machine Learning Pipelines |
Vision |
Shreya Shankar (University of California Berkeley); Aditya Parameswaran (University of California, Berkeley) |
| PARROT: Pattern-Based Correlation Exploitation in Big Partitioned Data Series |
VLDBJ |
Liang Zhang (Worcester Polytechnic Institute)*; Noura Alghamdi (Worcester Polytechnic Institute); Huayi Zhang (Worcester Polytechnic Institute); Mohamed Y. Eltabakh (Worcester Polytechnic Institute); Elke A. Rundensteiner (Worcester Polytechnic Institute) |
| P2CG: A Privacy Preserving Collaborative Graph Neural Network Training Framework |
VLDBJ |
Xupeng Miao (Peking University)*; Wentao Zhang (Peking University); Yuezihan Jiang (Peking University); Fangcheng Fu (Peking University); Yingxia Shao (Beijing University of Posts and Telecommunications); Lei Chen (The Hong Kong University of Science and Technology); Yangyu Tao (Tencent); Gang Cao (Beijing Academy of Artifical Intelligence); Bin Cui (Peking University) |
| A Generic Framework for Efficient Computation of Top-k Diverse Results |
VLDBJ |
Md Mouinul Islam (New Jersey Institute of Technology); Mahsa Asadi (New Jersey Institute of Technology); Sihem Amer-Yahia (CNRS: Centre National de la Recherche Scientifique); Senjuti Basu Roy (New Jersey Institute of Technology)* |
| A Meta-level Analysis of Online Anomaly Detectors |
VLDBJ |
Antonios Ntroumpogiannis (University of Crete); Michail Giannoulis, (Clermont Auvergne University); Nikolaos Myrtakis (University of Crete); Vassilis Christophides (Ecole Nationale Superieure de Statistique et d'Economie Appliquee)*; Eric Simon (SAP); Ioannis Tsamardinos (University of Crete) |
| Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective |
VLDBJ |
Steven Euijong Whang (KAIST)*; Yuji Roh (KAIST); Hwanjun Song (Naver Labs); Jae-Gil Lee (KAIST) |
| A Survey on Deep Learning Approaches for Text-to-SQL |
VLDBJ |
George Katsogiannis (Athena Research and Innovation Center)*; Georgia Koutrika (Athena Research and Innovation Center) |
| Survey of Window Types for Aggregation in Stream Processing Systems |
VLDBJ |
Juliane Verwiebe (Technische Universität Berlin); Philipp M Grulich (Technische Universität Berlin)*; Jonas Traub (Technische Universität Berlin); Volker Markl (Technische Universität Berlin) |
| Temporal Graph Patterns by Timed Automata |
VLDBJ |
Amir Pouya Aghasadeghi (New York University); Jan van den Bussche (Hasselt University)*; Julia Stoyanovich (New York University) |
