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Proceedings of the VLDB Endowment 2023: all accepted papers

374 papers · page 2 of 4 · the most cited first · ← Proceedings of the VLDB Endowment 2023

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  1. Demystifying Graph Sparsification Algorithms in Graph Properties Preservation ↗Yuhan Chen, Haojie Ye, Sanketh Vedula et al.19 citations
  2. FARGO: Fast Maximum Inner Product Search via Global Multi-Probing ↗Xi Zhao, Bolong Zheng, Xiaomeng Yi et al.19 citations
  3. Kamel: A Scalable BERT-Based System for Trajectory Imputation ↗Mashaal Musleh, Mohamed F. Mokbel19 citations
  4. NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams ↗Chaoyi Chen, Dechao Gao, Yanfeng Zhang et al.19 citations
  5. Odyssey: A Journey in the Land of Distributed Data Series Similarity Search ↗Manos Chatzakis, Panagiota Fatourou, Eleftherios Kosmas et al.19 citations
  6. Olive: Oblivious Federated Learning on Trusted Execution Environment against the Risk of Sparsification ↗Fumiyuki Kato, Yang Cao, Masatoshi Yoshikawa19 citations
  7. PolarDB-SCC: A Cloud-Native Database Ensuring Low Latency for Strongly Consistent Reads ↗Xinjun Yang, Yingqiang Zhang, Hao Chen et al.19 citations
  8. RECA: Related Tables Enhanced Column Semantic Type Annotation Framework ↗Yushi Sun, Hao Xin, Lei Chen19 citations
  9. Representing Paths in Graph Database Pattern Matching ↗Wim Martens, Matthias Niewerth, Tina Popp et al.19 citations
  10. A Comparative Study and Component Analysis of Query Plan Representation Techniques in ML4DB Studies ↗Yue Zhao, Zhaodonghui Li, Gao Cong18 citations
  11. BICE: Exploring Compact Search Space by Using Bipartite Matching and Cell-Wide Verification ↗Yun-Young Choi, Kunsoo Park, Hyunjoon Kim18 citations
  12. Change Propagation Without Joins ↗Qichen Wang, Xiao Hu, Binyang Dai et al.18 citations
  13. Epoxy: ACID Transactions across Diverse Data Stores ↗Peter Kraft, Qian Li, Xinjing Zhou et al.18 citations
  14. Generations of Knowledge Graphs: The Crazy Ideas and the Business Impact ↗Xin Luna Dong18 citations
  15. InfiniStore: Elastic Serverless Cloud Storage ↗Jingyuan Zhang, Ao Wang, Xiaolong Ma et al.18 citations
  16. Missing Value Imputation for Multi-Attribute Sensor Data Streams via Message Propagation ↗Xiao Li, Huan Li, Hua Cai Lu et al.18 citations
  17. Simple Adaptive Query Processing vs. Learned Query Optimizers: Observations and Analysis ↗Yunjia Zhang, Yannis Chronis, Jignesh M. Patel et al.18 citations
  18. gCore: Exploring Cross-Layer Cohesiveness in Multi-Layer Graphs ↗Dandan Liu, Zhaonian Zou18 citations
  19. Dotori: A Key-Value SSD Based KV Store ↗Carl Duffy, Jaehoon Shim, Sang-Hoon Kim et al.17 citations
  20. Efficient Black-Box Checking of Snapshot Isolation in Databases ↗Kaile Huang, Si Liu, Zhenge Chen et al.17 citations
  21. MINT: Detecting Fraudulent Behaviors from Time-Series Relational Data ↗Fei Xiao, Yuncheng Wu, Meihui Zhang et al.17 citations
  22. Write-Aware Timestamp Tracking: Effective and Efficient Page Replacement for Modern Hardware ↗Demian E. Vöhringer, Viktor Leis17 citations
  23. Adaptive Indexing in High-Dimensional Metric Spaces ↗Konstantinos Lampropoulos, Fatemeh Zardbani, Nikos Mamoulis et al.16 citations
  24. An Experimental Evaluation of Process Concept Drift Detection ↗Jan Niklas Adams, Cameron Pitsch, Tobias Brockhoff et al.16 citations
  25. Auxo: A Scalable and Efficient Graph Stream Summarization Structure ↗Zhiguo Jiang, Hanhua Chen, Hai Jin16 citations
  26. Distributed Graph Embedding with Information-Oriented Random Walks ↗Peng Fang, Arijit Khan, Siqiang Luo et al.16 citations
  27. Doquet: Differentially Oblivious Range and Join Queries with Private Data Structures ↗Lina Qiu, Georgios Kellaris, Nikos Mamoulis et al.16 citations
  28. Efficient Execution of User-Defined Functions in SQL Queries ↗Yannis Foufoulas, Alkis Simitsis16 citations
  29. Join Order Selection with Deep Reinforcement Learning: Fundamentals, Techniques, and Challenges ↗Zhengtong Yan, Valter Uotila, Jiaheng Lu16 citations
  30. Lindorm TSDB: A Cloud-Native Time-Series Database for Large-Scale Monitoring Systems ↗Chunhui Shen, Qianyu Ouyang, Feibo Li et al.16 citations
  31. Machine Learning for Subgraph Extraction: Methods, Applications and Challenges ↗Kai Siong Yow, Ningyi Liao, Siqiang Luo et al.16 citations
  32. Modernization of Databases in the Cloud Era: Building Databases that Run Like Legos ↗Feifei Li16 citations
  33. Observatory: Characterizing Embeddings of Relational Tables ↗Tianji Cong, Madelon Hulsebos, Zhenjie Sun et al.16 citations
  34. Optimizing Data Pipelines for Machine Learning in Feature Stores ↗Rui Liu, Kwanghyun Park, Fotis Psallidas et al.16 citations
  35. QueryBooster: Improving SQL Performance Using Middleware Services for Human-Centered Query Rewriting ↗Qiushi Bai, Sadeem Alsudais, Chen Li16 citations
  36. Scalable and Robust Snapshot Isolation for High-Performance Storage Engines ↗Adnan Alhomssi, Viktor Leis16 citations
  37. SmartLite: A DBMS-Based Serving System for DNN Inference in Resource-Constrained Environments ↗Qiuru Lin, Sai Wu, Junbo Zhao et al.16 citations
  38. Solving Hard Variants of Database Schema Matching on Quantum Computers ↗Kristin Fritsch, Stefanie Scherzinger16 citations
  39. Temporal SIR-GN: Efficient and Effective Structural Representation Learning for Temporal Graphs ↗Janet Layne, Justin Carpenter, Edoardo Serra et al.16 citations
  40. A Learned Query Rewrite System ↗Xuanhe Zhou, Guoliang Li, Jianming Wu et al.15 citations
  41. ARKGraph: All-Range Approximate K-Nearest-Neighbor Graph ↗Chaoji Zuo, Dong Deng15 citations
  42. B link -hash: An Adaptive Hybrid Index for In-Memory Time-Series Databases ↗Hokeun Cha, Xiangpeng Hao, Tianzheng Wang et al.15 citations
  43. Declarative Sub-Operators for Universal Data Processing ↗Michael Jungmair, Jana Giceva15 citations
  44. Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading ↗Kitaek Lee, Insoon Jo, Jaechan Ahn et al.15 citations
  45. Everest: GPU-Accelerated System for Mining Temporal Motifs ↗Yichao Yuan, Haojie Ye, Sanketh Vedula et al.15 citations
  46. Extract-Transform-Load for Video Streams ↗Ferdi Kossmann, Zi‐Niu Wu, Eugenie Yujing Lai et al.15 citations
  47. Showcasing Data Management Challenges for Future IoT Applications with NebulaStream ↗Aljoscha Lepping, Hoang Mi Pham, Laura Mons et al.15 citations
  48. StreamOps: Cloud-Native Runtime Management for Streaming Services in ByteDance ↗Yancan Mao, Zhanghao Chen, Yifan Zhang et al.15 citations
  49. When Database Meets New Storage Devices: Understanding and Exposing Performance Mismatches via Configurations ↗Haochen He, Erci Xu, Shanshan Li et al.15 citations
  50. Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples ↗Peng Li, Yeye He, Cong Yan et al.14 citations
  51. Benchmarking the Utility of w -Event Differential Privacy Mechanisms - When Baselines Become Mighty Competitors ↗Christine Schäler, Thomas Hütter, Martin Schäler14 citations
  52. Causal Data Integration ↗Brit Youngmann, Michael Cafarella, Babak Salimi et al.14 citations
  53. EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions ↗Enhao Zhang, Maureen Daum, Dong He et al.14 citations
  54. Effective and Efficient Route Planning Using Historical Trajectories on Road Networks ↗Wei Tian, J. Y. Shi, Siqiang Luo et al.14 citations
  55. Experimental Analysis of Large-Scale Learnable Vector Storage Compression ↗Hailin Zhang, Penghao Zhao, Xupeng Miao et al.14 citations
  56. FusionFlow: Accelerating Data Preprocessing for Machine Learning with CPU-GPU Cooperation ↗Taeyoon Kim, ChanHo Park, Mansur Mukimbekov et al.14 citations
  57. Single Update Sketch with Variable Counter Structure ↗Dimitrios Melissourgos, Haibo Wang, Shigang Chen et al.14 citations
  58. Task: An Efficient Framework for Instant Error-Tolerant Spatial Keyword Queries on Road Networks ↗Chengyang Luo, Qing Liu, Yunjun Gao et al.14 citations
  59. The Case for Learned In-Memory Joins ↗Ibrahim Sabek, Tim Kraska14 citations
  60. Why Not Yet: Fixing a Top-k Ranking that is Not Fair to Individuals ↗Zixuan Chen, Panagiotis Manolios, Mirek Riedewald14 citations
  61. BOSS - An Architecture for Database Kernel Composition ↗Hubert Mohr-Daurat, Xuan Sun, Holger Pirk13 citations
  62. Caerus: Low-Latency Distributed Transactions for Geo-Replicated Systems ↗Joshua Hildred, Michael Abebe, Khuzaima Daudjee13 citations
  63. Can Large Language Models Predict Data Correlations from Column Names? ↗Immanuel Trummer13 citations
  64. Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes ↗Tim Kraska, Tianyu Li, Samuel R. Madden et al.13 citations
  65. ContTune: Continuous Tuning by Conservative Bayesian Optimization for Distributed Stream Data Processing Systems ↗Jinqing Lian, Xinyi Zhang, Yingxia Shao et al.13 citations
  66. Data and AI Model Markets: Opportunities for Data and Model Sharing, Discovery, and Integration ↗Jian Pei, Raul Castro Fernandez, Xiaohui Yu13 citations
  67. Demonstrating GPT-DB: Generating Query-Specific and Customizable Code for SQL Processing with GPT-4 ↗Immanuel Trummer13 citations
  68. Eigen: End-to-End Resource Optimization for Large-Scale Databases on the Cloud ↗Ji You Li, Jiachi Zhang, Wenchao Zhou et al.13 citations
  69. Explaining Dataset Changes for Semantic Data Versioning with Explain-Da-V ↗Roee Shraga, Renée J. Miller13 citations
  70. Fine-Grained Re-Execution for Efficient Batched Commit of Distributed Transactions ↗Zhiyuan Dong, Zhaoguo Wang, Xiaodong Zhang et al.13 citations
  71. Flare: A Fast, Secure, and Memory-Efficient Distributed Analytics Framework ↗Xiang Li, Fabing Li, Mingyu Gao13 citations
  72. Normalizing Property Graphs ↗Philipp Skavantzos, Sebastian Link13 citations
  73. Odyssey: An Engine Enabling the Time-Series Clustering Journey ↗John Paparrizos, Sai Prasanna Teja Reddy13 citations
  74. Panakos: Chasing the Tails for Multidimensional Data Streams ↗Fuheng Zhao, Punnal Ismail Khan, Divyakant Agrawal et al.13 citations
  75. PreFair: Privately Generating Justifiably Fair Synthetic Data ↗David Pujol, Amir Gilad, Ashwin Machanavajjhala13 citations
  76. Query Refinement for Diversity Constraint Satisfaction ↗Jinyang Li, Yuval Moskovitch, Julia Stoyanovich et al.13 citations
  77. SlabCity: Whole-Query Optimization Using Program Synthesis ↗Rui Dong, Jie Liu, Yuxuan Zhu et al.13 citations
  78. Tigger: A Database Proxy That Bounces with User-Bypass ↗Matthew Butrovich, Karthik Ramanathan, John Rollinson et al.13 citations
  79. Blocker and Matcher Can Mutually Benefit: A Co-Learning Framework for Low-Resource Entity Resolution ↗Shiwen Wu, Qiyu Wu, Honghua Dong et al.12 citations
  80. CoroGraph: Bridging Cache Efficiency and Work Efficiency for Graph Algorithm Execution ↗Xiangyu Zhi, Yan Xiao, Bo Tang et al.12 citations
  81. High-Performance Row Pattern Recognition Using Joins ↗Erkang Zhu, Silu Huang, Surajit Chaudhuri12 citations
  82. JoinBoost: Grow Trees over Normalized Data Using Only SQL ↗Zezhou Huang, Rathijit Sen, Jiaxiang Liu et al.12 citations
  83. Longshot: Indexing Growing Databases Using MPC and Differential Privacy ↗Yanping Zhang, Johes Bater, Kartik Nayak et al.12 citations
  84. Marigold: Efficient k -Means Clustering in High Dimensions ↗Kasper Overgaard Mortensen, Fatemeh Zardbani, Mohammad A. Haque et al.12 citations
  85. MiniGraph: Querying Big Graphs with a Single Machine ↗Xiaoke Zhu, Yang Liu, Shuhao Liu et al.12 citations
  86. On Data-Aware Global Explainability of Graph Neural Networks ↗Ge Lv, Lei Chen12 citations
  87. PetPS: Supporting Huge Embedding Models with Persistent Memory ↗Minhui Xie, Youyou Lu, Qing Wang et al.12 citations
  88. SUREL+: Moving from Walks to Sets for Scalable Subgraph-Based Graph Representation Learning ↗Haoteng Yin, Muhan Zhang, Jianguo Wang et al.12 citations
  89. ADOPT: Adaptively Optimizing Attribute Orders for Worst-Case Optimal Join Algorithms via Reinforcement Learning ↗Junxiong Wang, Immanuel Trummer, Ahmet Kara et al.11 citations
  90. BP-Tree: Overcoming the Point-Range Operation Tradeoff for In-Memory B-Trees ↗Helen Xu, Amanda Li, Brian Wheatman et al.11 citations
  91. Bringing Compiling Databases to RISC Architectures ↗Ferdinand Gruber, Maximilian Bandle, Alexis Engelke et al.11 citations
  92. Cryptographically Secure Private Record Linkage using Locality-Sensitive Hashing ↗Ruidi Wei, Florian Kerschbaum11 citations
  93. LRU-C: Parallelizing Database I/Os for Flash SSDs ↗Bohyun Lee, Mijin An, Sang-Won Lee11 citations
  94. Lotan: Bridging the Gap between GNNs and Scalable Graph Analytics Engines ↗Yuhao Zhang, Arun Kumar11 citations
  95. NVM: Is it Not Very Meaningful for Databases? ↗Dimitrios Koutsoukos, Raghav Bhartia, Michal Friedman et al.11 citations
  96. Natural Language Interfaces for Databases with Deep Learning ↗George Katsogiannis-Meimarakis, Mike Xydas, Georgia Koutrika11 citations
  97. RAGraph: A Region-Aware Framework for Geo-Distributed Graph Processing ↗Feng Yao, Tao Qian, Wenyuan Yu et al.11 citations
  98. Sieve: A Learned Data-Skipping Index for Data Analytics ↗Yulai Tong, Jiazhen Liu, Hua Wang et al.11 citations
  99. VeLP: Vehicle Loading Plan Learning from Human Behavior in Nationwide Logistics System ↗Sijing Duan, Feng Lyu, Xin Zhu et al.11 citations
  100. Angel-PTM: A Scalable and Economical Large-Scale Pre-Training System in Tencent ↗Xiaonan Nie, Yi Liu, Fangcheng Fu et al.10 citations

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