Proceedings of the VLDB Endowment 2023: all accepted papers
- PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel ↗Yanli Zhao, Andrew Gu, Rohan Varma et al.220 citations
- ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection ↗Yuhang Chen, Chaoyun Zhang, Minghua Ma et al.138 citations
- How Large Language Models Will Disrupt Data Management ↗Raul Castro Fernandez, Aaron J. Elmore, Michael J. M. Franklin et al.115 citations
- Towards Efficient Index Construction and Approximate Nearest Neighbor Search in High-Dimensional Spaces ↗Xi Zhao, Yao Tian, Kai Huang et al.94 citations
- Lero: A Learning-to-Rank Query Optimizer ↗Rong Zhu, Wei Chen, Bolin Ding et al.88 citations
- Semantics-Aware Dataset Discovery from Data Lakes with Contextualized Column-Based Representation Learning ↗Grace Fan, Jin Wang, Yuliang Li et al.83 citations
- FederatedScope: A Flexible Federated Learning Platform for Heterogeneity ↗Yuexiang Xie, Zhen Wang, Dawei Gao et al.82 citations
- Robust Query Driven Cardinality Estimation under Changing Workloads ↗Parimarjan Negi, Zi‐Niu Wu, Andreas Kipf et al.79 citations
- Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data LakesSimran Arora, Brandon Yang, Sabri Eyuboglu et al.74 citations · our summary
- Learned Index: A Comprehensive Experimental Evaluation ↗Zhaoyan Sun, Xuanhe Zhou, Guoliang Li72 citations
- LDPTrace: Locally Differentially Private Trajectory Synthesis ↗Yuntao Du, Yujia Hu, Zhikun Zhang et al.71 citations
- GriDB: Scaling Blockchain Database via Sharding and Off-Chain Cross-Shard Mechanism ↗Zicong Hong, Song Guo, Enyuan Zhou et al.69 citations
- Multiple Time Series Forecasting with Dynamic Graph Modeling ↗Kai Zhao, Chenjuan Guo, Yunyao Cheng et al.69 citations
- What Modern NVMe Storage Can Do, and How to Exploit it: High-Performance I/O for High-Performance Storage Engines ↗Gabriel Haas, Viktor Leis69 citations
- Zebra: When Temporal Graph Neural Networks Meet Temporal Personalized PageRank ↗Yiming Li, Yanyan Shen, Lei Chen et al.65 citations
- DeepJoin: Joinable Table Discovery with Pre-Trained Language Models ↗Yuyang Dong, Chuan Xiao, Takuma Nozawa et al.63 citations
- ELPIS: Graph-Based Similarity Search for Scalable Data Science ↗Ilias Azizi, Karima Echihabi, Themis Palpanas58 citations
- CatSQL : Towards Real World Natural Language to SQL Applications ↗Han Fu, Chang Liu, Bin Wu et al.57 citations
- LOGER: A Learned Optimizer Towards Generating Efficient and Robust Query Execution Plans ↗Tianyi Chen, Jun Gao, Hedui Chen et al.53 citations
- Pre-Trained Embeddings for Entity Resolution: An Experimental Analysis ↗Alexandros Zeakis, George Papadakis, Dimitrios Skoutas et al.53 citations
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity ↗Haojun Xia, Zheng Zhen, Yuchao Li et al.52 citations
- LEON: A New Framework for ML-Aided Query Optimization ↗Chen Xu, Haitian Chen, Zibo Liang et al.50 citations
- MagicScaler: Uncertainty-Aware, Predictive Autoscaling ↗Zhicheng Pan, Yihang Wang, Yingying Zhang et al.49 citations
- An Empirical Evaluation of Columnar Storage Formats ↗Xinyu Zeng, Yulong Hui, Jiahong Shen et al.48 citations
- AutoSteer: Learned Query Optimization for Any SQL Database ↗Christoph Anneser, Nesime Tatbul, David Cohen et al.48 citations
- Influential Community Search over Large Heterogeneous Information Networks ↗Yingli Zhou, Yixiang Fang, Wensheng Luo et al.47 citations
- Elf: Erasing-Based Lossless Floating-Point Compression ↗Ruiyuan Li, Zheng Li, Yi Wu et al.46 citations
- ALECE: An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads ↗Pengfei Li, Wenqing Wei, Rong Zhu et al.43 citations
- FedGTA: Topology-Aware Averaging for Federated Graph Learning ↗Xunkai Li, Zhengyu Wu, Wentao Zhang et al.42 citations
- Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System ↗Yuncheng Wu, Naili Xing, Gang Chen et al.41 citations
- GPU Database Systems Characterization and Optimization ↗Jiashen Cao, Rathijit Sen, Matteo Interlandi et al.40 citations
- OneShotSTL: One-Shot Seasonal-Trend Decomposition For Online Time Series Anomaly Detection And Forecasting ↗Xiao He, Ye Li, Jian Rong Tan et al.40 citations
- Choose Wisely: An Extensive Evaluation of Model Selection for Anomaly Detection in Time Series ↗Emmanouil Sylligardos, Paul Boniol, John Paparrizos et al.38 citations
- Computing Graph Edit Distance via Neural Graph Matching ↗Chengzhi Piao, Tingyang Xu, Xiangguo Sun et al.38 citations
- Exploiting Cloud Object Storage for High-Performance Analytics ↗Dominik Durner, Viktor Leis, Thomas Neumann38 citations
- Similarity Search in the Blink of an Eye with Compressed Indices ↗Cecilia Aguerrebere, Ishwar Bhati, Mark Hildebrand et al.38 citations
- FastFlow: Accelerating Deep Learning Model Training with Smart Offloading of Input Data Pipeline ↗Taegeon Um, Byungsoo Oh, Byeongchan Seo et al.37 citations
- OceanBase Paetica: A Hybrid Shared-Nothing/Shared-Everything Database for Supporting Single Machine and Distributed Cluster ↗Zhifeng Yang, Quanqing Xu, Shanyan Gao et al.37 citations
- Trajectory Data Collection with Local Differential Privacy ↗Yuemin Zhang, Qingqing Ye, Rui Chen et al.37 citations
- Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching ↗Derek Paulsen, Yash Govind, AnHai Doan36 citations
- The FastLanes Compression Layout: Decoding > 100 Billion Integers per Second with Scalar Code ↗Azim Afroozeh, Peter A. Boncz36 citations
- Extraction of Validating Shapes from Very Large Knowledge Graphs ↗Kashif Rabbani, Matteo Lissandrini, Katja Hose35 citations
- FASTgres: Making Learned Query Optimizer Hinting Effective ↗Lucas Woltmann, Jerome Thiessat, Claudio Hartmann et al.35 citations
- ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems ↗Yi Zhang, Jan Deriu, George Katsogiannis-Meimarakis et al.35 citations
- Cloud Analytics Benchmark ↗Alexander van Renen, Viktor Leis31 citations
- DILI: A Distribution-Driven Learned Index ↗Pengfei Li, Hua Cai Lu, Rong Zhu et al.31 citations
- Secure Shapley Value for Cross-Silo Federated Learning ↗Shuyuan Zheng, Yang Cao, Masatoshi Yoshikawa31 citations
- SimpleTS: An Efficient and Universal Model Selection Framework for Time Series Forecasting ↗Yuanyuan Yao, Dimeng Li, Hailiang Jie et al.31 citations
- TSM-Bench: Benchmarking Time Series Database Systems for Monitoring Applications ↗Abdelouahab Khelifati, Mourad Khayati, Anton Dignös et al.31 citations
- WALTZ: Leveraging Zone Append to Tighten the Tail Latency of LSM Tree on ZNS SSD ↗Jong-Sung Lee, Donguk Kim, Jae Wook Lee31 citations
- DBSP: Automatic Incremental View Maintenance for Rich Query Languages ↗Mihai Budiu, Tej Chajed, Frank McSherry et al.30 citations
- SDPipe: A Semi-Decentralized Framework for Heterogeneity-Aware Pipeline-parallel Training ↗Xupeng Miao, Yining Shi, Zhi Chun Yang et al.30 citations
- TSGBench: Time Series Generation Benchmark ↗Yihao Ang, Qiang Huang, Yifan Bao et al.30 citations
- The Composable Data Management System Manifesto ↗Pedro Pedreira, Orri Erling, Konstantinos Karanasos et al.30 citations
- TPCx-AI - An Industry Standard Benchmark for Artificial Intelligence and Machine Learning Systems ↗Christoph Brücke, Philipp Härtling, Rodrigo Escobar Palacios et al.29 citations
- LMSFC: A Novel Multidimensional Index Based on Learned Monotonic Space Filling Curves ↗Jian Gao, Xin Cao, Xin Yao et al.28 citations
- Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules ↗Umut Çalıkyılmaz, Sven Groppe, Jinghua Groppe et al.28 citations
- Weakly Guided Adaptation for Robust Time Series Forecasting ↗Yunyao Cheng, Peng Chen, Chenjuan Guo et al.28 citations
- A Deep Dive into Common Open Formats for Analytical DBMSs ↗Chunwei Liu, Anna Pavlenko, Matteo Interlandi et al.27 citations
- ACTA: Autonomy and Coordination Task Assignment in Spatial Crowdsourcing Platforms ↗Boyang Li, Yurong Cheng, Ye Yuan et al.27 citations
- Scalable Time-Range k -Core Query on Temporal Graphs ↗Junyong Yang, Ming Zhong, Yuanyuan Zhu et al.27 citations
- Sim-Piece: Highly Accurate Piecewise Linear Approximation through Similar Segment Merging ↗Xenophon Kitsios, Panagiotis Liakos, Katia Papakonstantinopoulou et al.27 citations
- Towards General and Efficient Online Tuning for Spark ↗Yang Li, Huaijun Jiang, Yu Shen et al.27 citations
- Analyzing the Impact of Cardinality Estimation on Execution Plans in Microsoft SQL Server ↗Kukjin Lee, Anshuman Dutt, Vivek R. Narasayya et al.26 citations
- Auto-Tuning with Reinforcement Learning for Permissioned Blockchain Systems ↗Mingxuan Li, Yazhe Wang, Shuai Ma et al.26 citations
- METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection ↗Jiaqi Zhu, Shaofeng Cai, Fang Yi Deng et al.26 citations
- Billion-Scale Bipartite Graph Embedding: A Global-Local Induced Approach ↗Xueyi Wu, Yuanyuan Xu, Wenjie Zhang et al.25 citations
- Efficient Distributed Transaction Processing in Heterogeneous Networks ↗Qian Zhang, Jingyao Li, Hongyao Zhao et al.25 citations
- Efficient Temporal Butterfly Counting and Enumeration on Temporal Bipartite Graphs ↗Xinwei Cai, Xiangyu Ke, Kai Wang et al.25 citations
- GlassDB: An Efficient Verifiable Ledger Database System Through Transparency ↗Cong Yue, Tien Tuan Anh Dinh, Zhongle Xie et al.25 citations
- Quantum-Inspired Digital Annealing for Join Ordering ↗Manuel Schönberger, Immanuel Trummer, Wolfgang Mauerer25 citations
- An Efficient Transfer Learning Based Configuration Adviser for Database Tuning ↗Xinyi Zhang, Hong Lin Wu, Yang Li et al.24 citations
- TERI: An Effective Framework for Trajectory Recovery with Irregular Time Intervals ↗Yile Chen, Gao Cong, Cuauhtémoc Anda24 citations
- Towards Designing and Learning Piecewise Space-Filling Curves ↗Jiangneng Li, Zheng Wang, Gao Cong et al.24 citations
- AdaChain: A Learned Adaptive Blockchain ↗Chenyuan Wu, Bhavana Mehta, Mohammad Javad Amiri et al.23 citations
- Maximal D-Truss Search in Dynamic Directed Graphs ↗Anxin Tian, Alexander Zhou, Yue Wang et al.23 citations
- On the Risks of Collecting Multidimensional Data Under Local Differential Privacy ↗Héber H. Arcolezi, Sébastien Gambs, Jean-François Couchot et al.23 citations
- Real-Time Workload Pattern Analysis for Large-Scale Cloud Databases ↗Jiaqi Wang, Tianyi Li, Anni Wang et al.23 citations
- Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances ↗John Paparrizos, Kaize Wu, Aaron J. Elmore et al.22 citations
- BASE: Bridging the Gap between Cost and Latency for Query Optimization ↗Chen Xu, Zhen Wang, Shuncheng Liu et al.22 citations
- Neighborhood-Based Hypergraph Core Decomposition ↗Naheed Anjum Arafat, Arijit Khan, Arpit Kumar Rai et al.22 citations
- Testing Graph Database Systems via Graph-Aware Metamorphic Relations ↗Zeyang Zhuang, Penghui Li, Pingchuan Ma et al.22 citations
- The Art of Latency Hiding in Modern Database Engines ↗Kaisong Huang, Tianzheng Wang, Qingqing Zhou et al.22 citations
- Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching ↗Nima Shahbazi, Nikola Danevski, Fatemeh Nargesian et al.22 citations
- A Shapelet-Based Framework for Unsupervised Multivariate Time Series Representation Learning ↗Zhiyu Liang, Jianfeng Zhang, Chen Liang et al.21 citations
- Adaptive Indexing of Objects with Spatial Extent ↗Fatemeh Zardbani, Nikos Mamoulis, Stratos Idreos et al.21 citations
- Anonymous Edge Representation for Inductive Anomaly Detection in Dynamic Bipartite Graph ↗Lanting Fang, Kaiyu Feng, Jie Gui et al.21 citations
- CommunityAF: An Example-Based Community Search Method via Autoregressive Flow ↗Jiazun Chen, Yikuan Xia, Jun Gao21 citations
- Sample-Efficient Cardinality Estimation Using Geometric Deep Learning ↗Silvan Reiner, Michael Grossniklaus21 citations
- Seiden: Revisiting Query Processing in Video Database Systems ↗Jaeho Bang, Gaurav Tarlok Kakkar, Pramod Chunduri et al.21 citations
- ZKSQL: Verifiable and Efficient Query Evaluation with Zero-Knowledge Proofs ↗Xiling Li, Chenkai Weng, Yongxin Xu et al.21 citations
- An Experimental Evaluation of Anomaly Detection in Time Series ↗Aoqian Zhang, Shuqing Deng, Dongping Cui et al.20 citations
- Decoupled Graph Neural Networks for Large Dynamic Graphs ↗Yanping Zheng, Zhewei Wei, Jiajun Liu20 citations
- Differentially Private Vertical Federated Clustering ↗Zitao Li, Tianhao Wang, Ninghui Li20 citations
- Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets ↗Haocheng Xia, Jinfei Liu, Jian Lou et al.20 citations
- GraphOS: Towards Oblivious Graph Processing ↗Javad Ghareh Chamani, Ioannis Demertzis, Dimitrios H. Papadopoulos et al.20 citations
- RTIndeX: Exploiting Hardware-Accelerated GPU Raytracing for Database Indexing ↗Justus Henneberg, Felix Schuhknecht20 citations
- SUFF: Accelerating Subgraph Matching with Historical Data ↗Xun Jian, Zhiyuan Li, Lei Chen20 citations
- Taurus MM: Bringing Multi-Master to the Cloud ↗Alex Depoutovitch, Chong Chen, Per-Åke Larson et al.20 citations
- Confidential Consortium Framework: Secure Multiparty Applications with Confidentiality, Integrity, and High Availability ↗Heidi Howard, Fritz Alder, Edward Ashton et al.19 citations
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